Oral 1

3D Vision

Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence (PDF)
Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li
Robust Pseudo Random Fields for Light-Field Stereo Matching (PDF)
Chao-Tsung Huang
A Lightweight Approach for On-The-Fly Reflectance Estimation (PDF)
Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Nie├čner, Jan Kautz
Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus (PDF)
Runze Zhang, Siyu Zhu, Tian Fang, Long Quan
Practical Projective Structure From Motion (P2SfM) (PDF, videos)
Ludovic Magerand, Alessio Del Bue

Spotlight 1

3D Vision & Video Analysis

Anticipating Daily Intention Using On-Wrist Motion Triggered Sensing
Tz-Ying Wu, Ting-An Chien, Cheng-Sheng Chan, Chan-Wei Hu, Min Sun
Rethinking Reprojection: Closing the Loop for Pose-Aware Shape Reconstruction From a Single Image
Rui Zhu, Hamed Kiani Galoogahi, Chaoyang Wang, Simon Lucey
End-To-End Learning of Geometry and Context for Deep Stereo Regression
Alex Kendall, Hayk Martirosyan, Saumitro Dasgupta, Peter Henry, Ryan Kennedy, Abraham Bachrach, Adam Bry
Using Sparse Elimination for Solving Minimal Problems in Computer Vision
Janne Heikkilä
High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference
Xiaoguang Han, Zhen Li, Haibin Huang, Evangelos Kalogerakis, Yizhou Yu
Temporal Tessellation: A Unified Approach for Video Analysis
Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf
Learning Policies for Adaptive Tracking With Deep Feature Cascades
Chen Huang, Simon Lucey, Deva Ramanan
Temporal Shape Super-Resolution by Intra-Frame Motion Encoding Using High-Fps Structured Light
Yuki Shiba, Satoshi Ono, Ryo Furukawa, Shinsaku Hiura, Hiroshi Kawasaki

Poster 1

Oral O1 Posters

Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence
Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li
Robust Pseudo Random Fields for Light-Field Stereo Matching
Chao-Tsung Huang
A Lightweight Approach for On-The-Fly Reflectance Estimation
Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Nießner, Jan Kautz
Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus
Runze Zhang, Siyu Zhu, Tian Fang, Long Quan
Practical Projective Structure From Motion (P2SfM)
Ludovic Magerand, Alessio Del Bue

Spotlight S1 Posters

Anticipating Daily Intention Using On-Wrist Motion Triggered Sensing
Tz-Ying Wu, Ting-An Chien, Cheng-Sheng Chan, Chan-Wei Hu, Min Sun
Rethinking Reprojection: Closing the Loop for Pose-Aware Shape Reconstruction From a Single Image
Rui Zhu, Hamed Kiani Galoogahi, Chaoyang Wang, Simon Lucey
End-To-End Learning of Geometry and Context for Deep Stereo Regression
Alex Kendall, Hayk Martirosyan, Saumitro Dasgupta, Peter Henry, Ryan Kennedy, Abraham Bachrach, Adam Bry
Using Sparse Elimination for Solving Minimal Problems in Computer Vision
Janne Heikkilä
High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference
Xiaoguang Han, Zhen Li, Haibin Huang, Evangelos Kalogerakis, Yizhou Yu
Temporal Tessellation: A Unified Approach for Video Analysis
Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf
Learning Policies for Adaptive Tracking With Deep Feature Cascades
Chen Huang, Simon Lucey, Deva Ramanan
Temporal Shape Super-Resolution by Intra-Frame Motion Encoding Using High-Fps Structured Light
Yuki Shiba, Satoshi Ono, Ryo Furukawa, Shinsaku Hiura, Hiroshi Kawasaki

3D Computer Vision

Real-Time Monocular Pose Estimation of 3D Objects Using Temporally Consistent Local Color Histograms
Henning Tjaden, Ulrich Schwanecke, Elmar Schömer
CAD Priors for Accurate and Flexible Instance Reconstruction
Tolga Birdal, Slobodan Ilic
Colored Point Cloud Registration Revisited
Jaesik Park, Qian-Yi Zhou, Vladlen Koltun
Learning Compact Geometric Features
Marc Khoury, Qian-Yi Zhou, Vladlen Koltun
Joint Layout Estimation and Global Multi-View Registration for Indoor Reconstruction
Jeong-Kyun Lee, Jaewon Yea, Min-Gyu Park, Kuk-Jin Yoon

Biomedical Image Analysis

A Geometric Framework for Statistical Analysis of Trajectories With Distinct Temporal Spans
Rudrasis Chakraborty, Vikas Singh, Nagesh Adluru, Baba C. Vemuri
An Optimal Transportation Based Univariate Neuroimaging Index
Liang Mi, Wen Zhang, Junwei Zhang, Yonghui Fan, Dhruman Goradia, Kewei Chen, Eric M. Reiman, Xianfeng Gu, Yalin Wang

Face & Gesture

S3FD: Single Shot Scale-Invariant Face Detector
Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li

Low-Level Vision & Image Processing

Amulet: Aggregating Multi-Level Convolutional Features for Salient Object Detection
Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Xiang Ruan
Learning Uncertain Convolutional Features for Accurate Saliency Detection
Pingping Zhang, Dong Wang, Huchuan Lu, Hongyu Wang, Baocai Yin
Zero-Order Reverse Filtering
Xin Tao, Chao Zhou, Xiaoyong Shen, Jue Wang, Jiaya Jia
Learning Blind Motion Deblurring
Patrick Wieschollek, Michael Hirsch, Bernhard Schölkopf, Hendrik P. A. Lensch
Joint Adaptive Sparsity and Low-Rankness on the Fly: An Online Tensor Reconstruction Scheme for Video Denoising
Bihan Wen, Yanjun Li, Luke Pfister, Yoram Bresler
Learning to Super-Resolve Blurry Face and Text Images
Xiangyu Xu, Deqing Sun, Jinshan Pan, Yujin Zhang, Hanspeter Pfister, Ming-Hsuan Yang
Video Frame Interpolation via Adaptive Separable Convolution
Simon Niklaus, Long Mai, Feng Liu

Motion & Tracking

Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection
Pierre Baqué, François Fleuret, Pascal Fua
Encouraging LSTMs to Anticipate Actions Very Early
Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson
PathTrack: Fast Trajectory Annotation With Path Supervision
Santiago Manen, Michael Gygli, Dengxin Dai, Luc Van Gool
Tracking the Untrackable: Learning to Track Multiple Cues With Long-Term Dependencies
Amir Sadeghian, Alexandre Alahi, Silvio Savarese
MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation
Junhwa Hur, Stefan Roth
Tracking as Online Decision-Making: Learning a Policy From Streaming Videos With Reinforcement Learning
James Supančič, III, Deva Ramanan

Optimization Methods

Non-Convex Rank/Sparsity Regularization and Local Minima
Carl Olsson, Marcus Carlsson, Fredrik Andersson, Viktor Larsson
A Revisit of Sparse Coding Based Anomaly Detection in Stacked RNN Framework
Weixin Luo, Wen Liu, Shenghua Gao

Recognition

HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis
Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, Xiaogang Wang
No Fuss Distance Metric Learning Using Proxies
Yair Movshovitz-Attias, Alexander Toshev, Thomas K. Leung, Sergey Ioffe, Saurabh Singh
Benchmarking and Error Diagnosis in Multi-Instance Pose Estimation
Matteo Ruggero Ronchi, Pietro Perona
Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-Identification
Zhongdao Wang, Luming Tang, Xihui Liu, Zhuliang Yao, Shuai Yi, Jing Shao, Junjie Yan, Shengjin Wang, Hongsheng Li, Xiaogang Wang
Fashion Forward: Forecasting Visual Style in Fashion
Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman
Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach
Xingyi Zhou, Qixing Huang, Xiao Sun, Xiangyang Xue, Yichen Wei
Flow-Guided Feature Aggregation for Video Object Detection
Xizhou Zhu, Yujie Wang, Jifeng Dai, Lu Yuan, Yichen Wei
Reasoning About Fine-Grained Attribute Phrases Using Reference Games
Jong-Chyi Su, Chenyun Wu, Huaizu Jiang, Subhransu Maji
DeNet: Scalable Real-Time Object Detection With Directed Sparse Sampling
Lachlan Tychsen-Smith, Lars Petersson
MIHash: Online Hashing With Mutual Information
Fatih Cakir, Kun He, Sarah Adel Bargal, Stan Sclaroff
SafetyNet: Detecting and Rejecting Adversarial Examples Robustly
Jiajun Lu, Theerasit Issaranon, David Forsyth
Recurrent Models for Situation Recognition
Arun Mallya, Svetlana Lazebnik
Multi-Label Image Recognition by Recurrently Discovering Attentional Regions
Zhouxia Wang, Tianshui Chen, Guanbin Li, Ruijia Xu, Liang Lin
Deep Determinantal Point Process for Large-Scale Multi-Label Classification
Pengtao Xie, Ruslan Salakhutdinov, Luntian Mou, Eric P. Xing
Visual Semantic Planning Using Deep Successor Representations
Yuke Zhu, Daniel Gordon, Eric Kolve, Dieter Fox, Li Fei-Fei, Abhinav Gupta, Roozbeh Mottaghi, Ali Farhadi
Neural Person Search Machines
Hao Liu, Jiashi Feng, Zequn Jie, Karlekar Jayashree, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan
DualNet: Learn Complementary Features for Image Recognition
Saihui Hou, Xu Liu, Zilei Wang
Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization
Sijia Cai, Wangmeng Zuo, Lei Zhang
Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner
Tseng-Hung Chen, Yuan-Hong Liao, Ching-Yao Chuang, Wan-Ting Hsu, Jianlong Fu, Min Sun
Attribute Recognition by Joint Recurrent Learning of Context and Correlation
Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li
VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization
Saihui Hou, Yushan Feng, Zilei Wang
Increasing CNN Robustness to Occlusions by Reducing Filter Support
Elad Osherov, Michael Lindenbaum
Exploiting Multi-Grain Ranking Constraints for Precisely Searching Visually-Similar Vehicles
Ke Yan, Yonghong Tian, Yaowei Wang, Wei Zeng, Tiejun Huang
Recurrent Scale Approximation for Object Detection in CNN
Yu Liu, Hongyang Li, Junjie Yan, Fangyin Wei, Xiaogang Wang, Xiaoou Tang

Segmentation, Grouping & Shape

Embedding 3D Geometric Features for Rigid Object Part Segmentation
Yafei Song, Xiaowu Chen, Jia Li, Qinping Zhao

Statistical Methods & Learning

Towards Context-Aware Interaction Recognition for Visual Relationship Detection
Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Ian Reid
When Unsupervised Domain Adaptation Meets Tensor Representations
Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel
Look, Listen and Learn
Relja Arandjelović, Andrew Zisserman
Grad-CAM: Visual Explanations From Deep Networks via Gradient-Based Localization
Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra
Image-Based Localization Using LSTMs for Structured Feature Correlation
Florian Walch, Caner Hazirbas, Laura Leal-Taixé, Torsten Sattler, Sebastian Hilsenbeck, Daniel Cremers
Personalized Image Aesthetics
Jian Ren, Xiaohui Shen, Zhe Lin, Radomír Měch, David J. Foran
Predicting Deeper Into the Future of Semantic Segmentation
Pauline Luc, Natalia Neverova, Camille Couprie, Jakob Verbeek, Yann LeCun
Coordinating Filters for Faster Deep Neural Networks
Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
Unsupervised Representation Learning by Sorting Sequences
Hsin-Ying Lee, Jia-Bin Huang, Maneesh Singh, Ming-Hsuan Yang

Video

A Read-Write Memory Network for Movie Story Understanding
Seil Na, Sangho Lee, Jisung Kim, Gunhee Kim
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow
Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, Ming-Hsuan Yang
Unsupervised Action Discovery and Localization in Videos
Khurram Soomro, Mubarak Shah
Dense-Captioning Events in Videos
Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles
Learning Long-Term Dependencies for Action Recognition With a Biologically-Inspired Deep Network
Yemin Shi, Yonghong Tian, Yaowei Wang, Wei Zeng, Tiejun Huang
Compressive Quantization for Fast Object Instance Search in Videos
Tan Yu, Zhenzhen Wang, Junsong Yuan
Complex Event Detection by Identifying Reliable Shots From Untrimmed Videos
Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu, Alexander G. Hauptmann

Vision for X

Deep Direct Regression for Multi-Oriented Scene Text Detection
Wenhao He, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu

Oral 2

Recognition I

Open Set Domain Adaptation
Pau Panareda Busto, Juergen Gall
Deformable Convolutional Networks
Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, Yichen Wei
Ensemble Diffusion for Retrieval
Song Bai, Zhichao Zhou, Jingdong Wang, Xiang Bai, Longin Jan Latecki, Qi Tian
FoveaNet: Perspective-Aware Urban Scene Parsing
Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng
Beyond Planar Symmetry: Modeling Human Perception of Reflection and Rotation Symmetries in the Wild
Christopher Funk, Yanxi Liu

Spotlight 2

Recognition I

Learning to Reason: End-To-End Module Networks for Visual Question Answering
Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko
Hard-Aware Deeply Cascaded Embedding
Yuhui Yuan, Kuiyuan Yang, Chao Zhang
Query-Guided Regression Network With Context Policy for Phrase Grounding
Kan Chen, Rama Kovvuri, Ram Nevatia
SUBIC: A Supervised, Structured Binary Code for Image Search
Himalaya Jain, Joaquin Zepeda, Patrick Pérez, Rémi Gribonval
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Chen Sun, Abhinav Shrivastava, Saurabh Singh, Abhinav Gupta
A Generative Model of People in Clothing
Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler
Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models
Roman Klokov, Victor Lempitsky
Improved Image Captioning via Policy Gradient Optimization of SPIDEr
Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy

Poster 2

Oral O2 Posters

Open Set Domain Adaptation
Pau Panareda Busto, Juergen Gall
Deformable Convolutional Networks
Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, Yichen Wei
Ensemble Diffusion for Retrieval
Song Bai, Zhichao Zhou, Jingdong Wang, Xiang Bai, Longin Jan Latecki, Qi Tian
FoveaNet: Perspective-Aware Urban Scene Parsing
Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng
Beyond Planar Symmetry: Modeling Human Perception of Reflection and Rotation Symmetries in the Wild
Christopher Funk, Yanxi Liu

Spotlight S2 Posters

Learning to Reason: End-To-End Module Networks for Visual Question Answering
Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko
Hard-Aware Deeply Cascaded Embedding
Yuhui Yuan, Kuiyuan Yang, Chao Zhang
Query-Guided Regression Network With Context Policy for Phrase Grounding
Kan Chen, Rama Kovvuri, Ram Nevatia
SUBIC: A Supervised, Structured Binary Code for Image Search
Himalaya Jain, Joaquin Zepeda, Patrick Pérez, Rémi Gribonval
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Chen Sun, Abhinav Shrivastava, Saurabh Singh, Abhinav Gupta
A Generative Model of People in Clothing
Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler
Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models
Roman Klokov, Victor Lempitsky
Improved Image Captioning via Policy Gradient Optimization of SPIDEr
Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy

3D Computer Vision

Rolling Shutter Correction in Manhattan World
Pulak Purkait, Christopher Zach, Ale&scaron, Leonardis
Local-To-Global Point Cloud Registration Using a Dictionary of Viewpoint Descriptors (PDF)
David Avidar, David Malah, Meir Barzohar
3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks
Chuhang Zou, Ersin Yumer, Jimei Yang, Duygu Ceylan, Derek Hoiem
BodyFusion: Real-Time Capture of Human Motion and Surface Geometry Using a Single Depth Camera
Tao Yu, Kaiwen Guo, Feng Xu, Yuan Dong, Zhaoqi Su, Jianhui Zhao, Jianguo Li, Qionghai Dai, Yebin Liu
Quasiconvex Plane Sweep for Triangulation With Outliers
Qianggong Zhang, Tat-Jun Chin, David Suter
"Maximizing Rigidity" Revisited: A Convex Programming Approach for Generic 3D Shape Reconstruction From Multiple Perspective Views
Pan Ji, Hongdong Li, Yuchao Dai, Ian Reid
Surface Registration via Foliation
Xiaopeng Zheng, Chengfeng Wen, Na Lei, Ming Ma, Xianfeng Gu
Rolling-Shutter-Aware Differential SfM and Image Rectification
Bingbing Zhuang, Loong-Fah Cheong, Gim Hee Lee
Corner-Based Geometric Calibration of Multi-Focus Plenoptic Cameras
Sotiris Nousias, François Chadebecq, Jonas Pichat, Pearse Keane, Sébastien Ourselin, Christos Bergeles

Computational Photography

Focal Track: Depth and Accommodation With Oscillating Lens Deformation
Qi Guo, Emma Alexander, Todd Zickler
Reconfiguring the Imaging Pipeline for Computer Vision
Mark Buckler, Suren Jayasuriya, Adrian Sampson
Catadioptric HyperSpectral Light Field Imaging
Yujia Xue, Kang Zhu, Qiang Fu, Xilin Chen, Jingyi Yu

Face & Gesture

Cross-View Asymmetric Metric Learning for Unsupervised Person Re-Identification
Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng
Real Time Eye Gaze Tracking With 3D Deformable Eye-Face Model
Kang Wang, Qiang Ji
Ensemble Deep Learning for Skeleton-Based Action Recognition Using Temporal Sliding LSTM Networks
Inwoong Lee, Doyoung Kim, Seoungyoon Kang, Sanghoon Lee
How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks)
Adrian Bulat, Georgios Tzimiropoulos
Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression
Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos

Low-Level Vision & Image Processing

RankIQA: Learning From Rankings for No-Reference Image Quality Assessment
Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov
Look, Perceive and Segment: Finding the Salient Objects in Images via Two-Stream Fixation-Semantic CNNs
Xiaowu Chen, Anlin Zheng, Jia Li, Feng Lu
Delving Into Salient Object Subitizing and Detection
Shengfeng He, Jianbo Jiao, Xiaodan Zhang, Guoqiang Han, Rynson W.H. Lau
Learning Discriminative Data Fitting Functions for Blind Image Deblurring
Jinshan Pan, Jiangxin Dong, Yu-Wing Tai, Zhixun Su, Ming-Hsuan Yang
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel
Wenqi Ren, Jinshan Pan, Xiaochun Cao, Ming-Hsuan Yang
On-Demand Learning for Deep Image Restoration
Ruohan Gao, Kristen Grauman
Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising
Jun Xu, Lei Zhang, David Zhang, Xiangchu Feng
Coherent Online Video Style Transfer
Dongdong Chen, Jing Liao, Lu Yuan, Nenghai Yu, Gang Hua

Motion & Tracking

SHaPE: A Novel Graph Theoretic Algorithm for Making Consensus-Based Decisions in Person Re-Identification Systems
Arko Barman, Shishir K. Shah
Need for Speed: A Benchmark for Higher Frame Rate Object Tracking
Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey
Learning Background-Aware Correlation Filters for Visual Tracking
Hamed Kiani Galoogahi, Ashton Fagg, Simon Lucey
Robust Object Tracking Based on Temporal and Spatial Deep Networks
Zhu Teng, Junliang Xing, Qiang Wang, Congyan Lang, Songhe Feng, Yi Jin
Real-Time Hand Tracking Under Occlusion From an Egocentric RGB-D Sensor
Franziska Mueller, Dushyant Mehta, Oleksandr Sotnychenko, Srinath Sridhar, Dan Casas, Christian Theobalt
Predicting Human Activities Using Stochastic Grammar
Siyuan Qi, Siyuan Huang, Ping Wei, Song-Chun Zhu
ProbFlow: Joint Optical Flow and Uncertainty Estimation
Anne S. Wannenwetsch, Margret Keuper, Stefan Roth

Optimization Methods

Sublabel-Accurate Discretization of Nonconvex Free-Discontinuity Problems
Thomas Möllenhoff, Daniel Cremers

Recognition

DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding
Yinda Zhang, Mingru Bai, Pushmeet Kohli, Shahram Izadi, Jianxiong Xiao
BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography
Michael J. Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John Collomosse, Serge Belongie
Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation
Yu Chen, Chunhua Shen, Xiu-Shen Wei, Lingqiao Liu, Jian Yang
An Empirical Study of Language CNN for Image Captioning
Jiuxiang Gu, Gang Wang, Jianfei Cai, Tsuhan Chen
Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning
Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
Areas of Attention for Image Captioning
Marco Pedersoli, Thomas Lucas, Cordelia Schmid, Jakob Verbeek
Generative Modeling of Audible Shapes for Object Perception
Zhoutong Zhang, Jiajun Wu, Qiujia Li, Zhengjia Huang, James Traer, Josh H. McDermott, Joshua B. Tenenbaum, William T. Freeman
Scene Graph Generation From Objects, Phrases and Region Captions
Yikang Li, Wanli Ouyang, Bolei Zhou, Kun Wang, Xiaogang Wang
Recurrent Multimodal Interaction for Referring Image Segmentation
Chenxi Liu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Alan Yuille
Learning Feature Pyramids for Human Pose Estimation
Wei Yang, Shuang Li, Wanli Ouyang, Hongsheng Li, Xiaogang Wang
Structured Attentions for Visual Question Answering
Chen Zhu, Yanpeng Zhao, Shuaiyi Huang, Kewei Tu, Yi Ma
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection
Debidatta Dwibedi, Ishan Misra, Martial Hebert

Segmentation, Grouping & Shape

Cascaded Feature Network for Semantic Segmentation of RGB-D Images
Di Lin, Guangyong Chen, Daniel Cohen-Or, Pheng-Ann Heng, Hui Huang

Statistical Methods & Learning

Encoder Based Lifelong Learning
Amal Rannen, Rahaf Aljundi, Matthew B. Blaschko, Tinne Tuytelaars
Transitive Invariance for Self-Supervised Visual Representation Learning
Xiaolong Wang, Kaiming He, Abhinav Gupta
Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction
Stepan Tulyakov, Anton Ivanov, François Fleuret
Fine-Grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach
Timnit Gebru, Judy Hoffman, Li Fei-Fei
SORT: Second-Order Response Transform for Visual Recognition
Yan Wang, Lingxi Xie, Chenxi Liu, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Qi Tian, Alan Yuille
Adversarial Examples for Semantic Segmentation and Object Detection
Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie, Alan Yuille
Genetic CNN
Lingxi Xie, Alan Yuille
Channel Pruning for Accelerating Very Deep Neural Networks
Yihui He, Xiangyu Zhang, Jian Sun
Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach
Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli

Video

Video Fill in the Blank Using LR/RL LSTMs With Spatial-Temporal Attentions
Amir Mazaheri, Dong Zhang, Mubarak Shah
Primary Video Object Segmentation via Complementary CNNs and Neighborhood Reversible Flow
Jia Li, Anlin Zheng, Xiaowu Chen, Bin Zhou
Attentive Semantic Video Generation Using Captions
Tanya Marwah, Gaurav Mittal, Vineeth N. Balasubramanian
Following Gaze in Video
Adrià, Recasens, Carl Vondrick, Aditya Khosla, Antonio Torralba
Adaptive RNN Tree for Large-Scale Human Action Recognition
Wenbo Li, Longyin Wen, Ming-Ching Chang, Ser Nam Lim, Siwei Lyu
Spatio-Temporal Person Retrieval via Natural Language Queries
Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada

Vision for X

Automatic Spatially-Aware Fashion Concept Discovery
Xintong Han, Zuxuan Wu, Phoenix X. Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, Larry S. Davis
ChromaTag: A Colored Marker and Fast Detection Algorithm
Joseph DeGol, Timothy Bretl, Derek Hoiem
Adversarial Image Perturbation for Privacy Protection — A Game Theory Perspective
Seong Joon Oh, Mario Fritz, Bernt Schiele
WeText: Scene Text Detection Under Weak Supervision
Shangxuan Tian, Shijian Lu, Chongshou Li

Oral 3

Vision for X

Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization
Xun Huang, Serge Belongie
Photographic Image Synthesis With Cascaded Refinement Networks
Qifeng Chen, Vladlen Koltun
SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again
Wadim Kehl, Fabian Manhardt, Federico Tombari, Slobodan Ilic, Nassir Navab
Unsupervised Creation of Parameterized Avatars
Lior Wolf, Yaniv Taigman, Adam Polyak
Learning for Active 3D Mapping
Karel Zimmermann, Tomá&scaron, Petříček, Vojtěch Šalanský, Tomá&scaron, Svoboda

Poster 3

Oral O3 Posters

Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization
Xun Huang, Serge Belongie
Photographic Image Synthesis With Cascaded Refinement Networks
Qifeng Chen, Vladlen Koltun
SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again
Wadim Kehl, Fabian Manhardt, Federico Tombari, Slobodan Ilic, Nassir Navab
Unsupervised Creation of Parameterized Avatars
Lior Wolf, Yaniv Taigman, Adam Polyak
Learning for Active 3D Mapping
Karel Zimmermann, Tomá&scaron, Petříček, Vojtěch Šalanský, Tomá&scaron, Svoboda

3D Computer Vision

Toward Perceptually-Consistent Stereo: A Scanline Study
Jialiang Wang, Daniel Glasner, Todd Zickler
Surface Normals in the Wild
Weifeng Chen, Donglai Xiang, Jia Deng
Unsupervised Learning of Stereo Matching
Chao Zhou, Hong Zhang, Xiaoyong Shen, Jiaya Jia
Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation
Matan Sela, Elad Richardson, Ron Kimmel
Learned Multi-Patch Similarity
Wilfried Hartmann, Silvano Galliani, Michal Havlena, Luc Van Gool, Konrad Schindler
Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation
Ryan Szeto, Jason J. Corso
Unsupervised Adaptation for Deep Stereo
Alessio Tonioni, Matteo Poggi, Stefano Mattoccia, Luigi Di Stefano

Computational Photography

Composite Focus Measure for High Quality Depth Maps
Parikshit Sakurikar, P. J. Narayanan

Face & Gesture

Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition
Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker
Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection
Shengtao Xiao, Jiashi Feng, Luoqi Liu, Xuecheng Nie, Wei Wang, Shuicheng Yan, Ashraf Kassim
Anchored Regression Networks Applied to Age Estimation and Super Resolution
Eirikur Agustsson, Radu Timofte, Luc Van Gool
Infant Footprint Recognition
Eryun Liu

Low-Level Vision & Image Processing

Self-Paced Kernel Estimation for Robust Blind Image Deblurring
Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi
Super-Trajectory for Video Segmentation
Wenguan Wang, Jianbing Shen, Jianwen Xie, Fatih Porikli
Be Your Own Prada: Fashion Synthesis With Structural Coherence
Shizhan Zhu, Raquel Urtasun, Sanja Fidler, Dahua Lin, Chen Change Loy
Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution
Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan
Learning Gaze Transitions From Depth to Improve Video Saliency Estimation
George Leifman, Dmitry Rudoy, Tristan Swedish, Eduardo Bayro-Corrochano, Ramesh Raskar
Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation
Shuhang Gu, Deyu Meng, Wangmeng Zuo, Lei Zhang
Modelling the Scene Dependent Imaging in Cameras With a Deep Neural Network
Seonghyeon Nam, Seon Joo Kim
Transformed Low-Rank Model for Line Pattern Noise Removal
Yi Chang, Luxin Yan, Sheng Zhong
Weakly Supervised Manifold Learning for Dense Semantic Object Correspondence
Utkarsh Gaur, B. S. Manjunath
PanNet: A Deep Network Architecture for Pan-Sharpening
Junfeng Yang, Xueyang Fu, Yuwen Hu, Yue Huang, Xinghao Ding, John Paisley

Motion & Tracking

Dual Motion GAN for Future-Flow Embedded Video Prediction
Xiaodan Liang, Lisa Lee, Wei Dai, Eric P. Xing
Online Robust Image Alignment via Subspace Learning From Gradient Orientations
Qingqing Zheng, Yi Wang, Pheng-Ann Heng
Learning Dynamic Siamese Network for Visual Object Tracking
Qing Guo, Wei Feng, Ce Zhou, Rui Huang, Liang Wan, Song Wang

Optimization Methods

High Order Tensor Formulation for Convolutional Sparse Coding
Adel Bibi, Bernard Ghanem
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems
Tim Meinhardt, Michael Möller, Caner Hazirbas, Daniel Cremers

Recognition

ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond
Siyuan Qiao, Wei Shen, Weichao Qiu, Chenxi Liu, Alan Yuille
Temporal Dynamic Graph LSTM for Action-Driven Video Object Detection
Yuan Yuan, Xiaodan Liang, Xiaolong Wang, Dit-Yan Yeung, Abhinav Gupta
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation
Chuang Gan, Yandong Li, Haoxiang Li, Chen Sun, Boqing Gong
Multi-Modal Factorized Bilinear Pooling With Co-Attention Learning for Visual Question Answering
Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao
SCNet: Learning Semantic Correspondence
Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce
Soft Proposal Networks for Weakly Supervised Object Localization
Yi Zhu, Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao
Class Rectification Hard Mining for Imbalanced Deep Learning
Qi Dong, Shaogang Gong, Xiatian Zhu
Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNs
Vishwanath A. Sindagi, Vishal M. Patel
See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content
Roozbeh Mottaghi, Connor Schenck, Dieter Fox, Ali Farhadi
Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding
Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, Gang Hua
Identity-Aware Textual-Visual Matching With Latent Co-Attention
Shuang Li, Tong Xiao, Hongsheng Li, Wei Yang, Xiaogang Wang
Learning Deep Neural Networks for Vehicle Re-ID With Visual-Spatio-Temporal Path Proposals
Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang
Learning From Noisy Labels With Distillation
Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Li-Jia Li
DSOD: Learning Deeply Supervised Object Detectors From Scratch
Zhiqiang Shen, Zhuang Liu, Jianguo Li, Yu-Gang Jiang, Yurong Chen, Xiangyang Xue
Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues
Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, Julia Hockenmaier, Svetlana Lazebnik
Chained Cascade Network for Object Detection
Wanli Ouyang, Kun Wang, Xin Zhu, Xiaogang Wang
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition
Seokju Lee, Junsik Kim, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-Hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon
Unsupervised Learning of Important Objects From First-Person Videos
Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi
An Analysis of Visual Question Answering Algorithms
Kushal Kafle, Christopher Kanan
Visual Relationship Detection With Internal and External Linguistic Knowledge Distillation
Ruichi Yu, Ang Li, Vlad I. Morariu, Larry S. Davis
A Two Stream Siamese Convolutional Neural Network for Person Re-Identification
Dahjung Chung, Khalid Tahboub, Edward J. Delp
Joint Learning of Object and Action Detectors
Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, Cordelia Schmid

Segmentation, Grouping & Shape

No More Discrimination: Cross City Adaptation of Road Scene Segmenters
Yi-Hsin Chen, Wei-Yu Chen, Yu-Ting Chen, Bo-Cheng Tsai, Yu-Chiang Frank Wang, Min Sun
Open Vocabulary Scene Parsing
Hang Zhao, Xavier Puig, Bolei Zhou, Sanja Fidler, Antonio Torralba
Learned Watershed: End-To-End Learning of Seeded Segmentation
Steffen Wolf, Lukas Schott, Ullrich Köthe, Fred Hamprecht
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes
Yang Zhang, Philip David, Boqing Gong
Scale-Adaptive Convolutions for Scene Parsing
Rui Zhang, Sheng Tang, Yongdong Zhang, Jintao Li, Shuicheng Yan

Statistical Methods & Learning

Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption
Ryo Yonetani, Vishnu Naresh Boddeti, Kris M. Kitani, Yoichi Sato
Multi-Task Self-Supervised Visual Learning
Carl Doersch, Andrew Zisserman
A Self-Balanced Min-Cut Algorithm for Image Clustering
Xiaojun Chen, Joshua Zhexue Haung, Feiping Nie, Renjie Chen, Qingyao Wu
Is Second-Order Information Helpful for Large-Scale Visual Recognition?
Peihua Li, Jiangtao Xie, Qilong Wang, Wangmeng Zuo
Factorized Bilinear Models for Image Recognition
Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou
Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs
Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox
Truncating Wide Networks Using Binary Tree Architectures
Yan Zhang, Mete Ozay, Shuohao Li, Takayuki Okatani

Video

Bringing Background Into the Foreground: Making All Classes Equal in Weakly-Supervised Video Semantic Segmentation
Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jose M. Álvarez
View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition From Skeleton Data
Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, Nanning Zheng
Joint Discovery of Object States and Manipulation Actions
Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic, Simon Lacoste-Julien
What Actions Are Needed for Understanding Human Actions in Videos?
Gunnar A. Sigurdsson, Olga Russakovsky, Abhinav Gupta
Lattice Long Short-Term Memory for Human Action Recognition
Lin Sun, Kui Jia, Kevin Chen, Dit-Yan Yeung, Bertram E. Shi, Silvio Savarese
Common Action Discovery and Localization in Unconstrained Videos
Jiong Yang, Junsong Yuan
Pixel-Level Matching for Video Object Segmentation Using Convolutional Neural Networks
Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, In So Kweon
Am I a Baller? Basketball Performance Assessment From First-Person Videos
Gedas Bertasius, Hyun Soo Park, Stella X. Yu, Jianbo Shi

Vision for X

Deep Cropping via Attention Box Prediction and Aesthetics Assessment
Wenguan Wang, Jianbing Shen
Raster-To-Vector: Revisiting Floorplan Transformation
Chen Liu, Jiajun Wu, Pushmeet Kohli, Yasutaka Furukawa
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework
Michal Bušta, Luká&scaron, Neumann, Jiří, Matas

Spotlight 3

Vision for X & Computational Phtography

Playing for Benchmarks
Stephan R. Richter, Zeeshan Hayder, Vladlen Koltun
Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros
GANs for Biological Image Synthesis
Anton Osokin, Anatole Chessel, Rafael E. Carazo Salas, Federico Vaggi
Learning to Synthesize a 4D RGBD Light Field From a Single Image
Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng
Neural EPI-Volume Networks for Shape From Light Field
Stefan Heber, Wei Yu, Thomas Pock
Material Editing Using a Physically Based Rendering Network
Guilin Liu, Duygu Ceylan, Ersin Yumer, Jimei Yang, Jyh-Ming Lien
Turning Corners Into Cameras: Principles and Methods
Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Frédo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman
Linear Differential Constraints for Photo-Polarimetric Height Estimation
Silvia Tozza, William A. P. Smith, Dizhong Zhu, Ravi Ramamoorthi, Edwin R. Hancock

Poster 4

Spotlight S3 Posters

Playing for Benchmarks
Stephan R. Richter, Zeeshan Hayder, Vladlen Koltun
Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros
GANs for Biological Image Synthesis
Anton Osokin, Anatole Chessel, Rafael E. Carazo Salas, Federico Vaggi
Learning to Synthesize a 4D RGBD Light Field From a Single Image
Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng
Neural EPI-Volume Networks for Shape From Light Field
Stefan Heber, Wei Yu, Thomas Pock
Material Editing Using a Physically Based Rendering Network
Guilin Liu, Duygu Ceylan, Ersin Yumer, Jimei Yang, Jyh-Ming Lien
Turning Corners Into Cameras: Principles and Methods
Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Frédo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman
Linear Differential Constraints for Photo-Polarimetric Height Estimation
Silvia Tozza, William A. P. Smith, Dizhong Zhu, Ravi Ramamoorthi, Edwin R. Hancock

3D Computer Vision

Polynomial Solvers for Saturated Ideals
Viktor Larsson, Kalle Åström, Magnus Oskarsson
Shape Inpainting Using 3D Generative Adversarial Network and Recurrent Convolutional Networks
Weiyue Wang, Qiangui Huang, Suya You, Chao Yang, Ulrich Neumann
SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis
Mengqi Ji, Juergen Gall, Haitian Zheng, Yebin Liu, Lu Fang
Making Minimal Solvers for Absolute Pose Estimation Compact and Robust
Viktor Larsson, Zuzana Kukelova, Yinqiang Zheng
3D Surface Detail Enhancement From a Single Normal Map
Wuyuan Xie, Miaohui Wang, Xianbiao Qi, Lei Zhang
RMPE: Regional Multi-Person Pose Estimation
Hao-Shu Fang, Shuqin Xie, Yu-Wing Tai, Cewu Lu
Online Video Object Detection Using Association LSTM
Yongyi Lu, Cewu Lu, Chi-Keung Tang
PolyFit: Polygonal Surface Reconstruction From Point Clouds
Liangliang Nan, Peter Wonka
Progressive Large Scale-Invariant Image Matching in Scale Space (PDF)
Lei Zhou, Siyu Zhu, Tianwei Shen, Jinglu Wang, Tian Fang, Long Quan
Efficient Global 2D-3D Matching for Camera Localization in a Large-Scale 3D Map (PDF)
Liu Liu, Hongdong Li, Yuchao Dai
Multi-View Non-Rigid Refinement and Normal Selection for High Quality 3D Reconstruction (PDF)
Sk. Mohammadul Haque, Venu Madhav Govindu

Biomedical Image Analysis

Multi-Stage Multi-Recursive-Input Fully Convolutional Networks for Neuronal Boundary Detection
Wei Shen, Bin Wang, Yuan Jiang, Yan Wang, Alan Yuille

Computational Photography

Depth and Image Restoration From Light Field in a Scattering Medium
Jiandong Tian, Zachary Murez, Tong Cui, Zhen Zhang, David Kriegman, Ravi Ramamoorthi
Video Reflection Removal Through Spatio-Temporal Optimization
Ajay Nandoriya, Mohamed Elgharib, Changil Kim, Mohamed Hefeeda, Wojciech Matusik

Face & Gesture

Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification
Jiahuan Zhou, Pei Yu, Wei Tang, Ying Wu
Stepwise Metric Promotion for Unsupervised Video Person Re-Identification
Zimo Liu, Dong Wang, Huchuan Lu
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis
Rui Huang, Shu Zhang, Tianyu Li, Ran He
Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding
Giuseppe Lisanti, Niki Martinel, Alberto Del Bimbo, Gian Luca Foresti
Visual Transformation Aided Contrastive Learning for Video-Based Kinship Verification
Hamdi Dibeklioğlu

Low-Level Vision & Image Processing

Decoder Network Over Lightweight Reconstructed Feature for Fast Semantic Style Transfer
Ming Lu, Hao Zhao, Anbang Yao, Feng Xu, Yurong Chen, Li Zhang
Blind Image Deblurring With Outlier Handling
Jiangxin Dong, Jinshan Pan, Zhixun Su, Ming-Hsuan Yang
Paying Attention to Descriptions Generated by Image Captioning Models
Hamed R. Tavakoli, Rakshith Shetty, Ali Borji, Jorma Laaksonen
Fast Image Processing With Fully-Convolutional Networks
Qifeng Chen, Jia Xu, Vladlen Koltun
Robust Video Super-Resolution With Learned Temporal Dynamics
Ding Liu, Zhaowen Wang, Yuchen Fan, Xianming Liu, Zhangyang Wang, Shiyu Chang, Thomas Huang
Should We Encode Rain Streaks in Video as Deterministic or Stochastic?
Wei Wei, Lixuan Yi, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
Joint Bi-Layer Optimization for Single-Image Rain Streak Removal
Lei Zhu, Chi-Wing Fu, Dani Lischinski, Pheng-Ann Heng

Motion & Tracking

Low-Dimensionality Calibration Through Local Anisotropic Scaling for Robust Hand Model Personalization
Edoardo Remelli, Anastasia Tkach, Andrea Tagliasacchi, Mark Pauly
Non-Markovian Globally Consistent Multi-Object Tracking
Andrii Maksai, Xinchao Wang, François Fleuret, Pascal Fua
CREST: Convolutional Residual Learning for Visual Tracking
Yibing Song, Chao Ma, Lijun Gong, Jiawei Zhang, Rynson W. H. Lau, Ming-Hsuan Yang
Volumetric Flow Estimation for Incompressible Fluids Using the Stationary Stokes Equations
Katrin Lasinger, Christoph Vogel, Konrad Schindler
Bounding Boxes, Segmentations and Object Coordinates: How Important Is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios?
Aseem Behl, Omid Hosseini Jafari, Siva Karthik Mustikovela, Hassan Abu Alhaija, Carsten Rother, Andreas Geiger

Optimization Methods

Performance Guaranteed Network Acceleration via High-Order Residual Quantization
Zefan Li, Bingbing Ni, Wenjun Zhang, Xiaokang Yang, Wen Gao

Recognition

Deep Metric Learning With Angular Loss
Jian Wang, Feng Zhou, Shilei Wen, Xiao Liu, Yuanqing Lin
Compositional Human Pose Regression
Xiao Sun, Jiaxiang Shang, Shuang Liang, Yichen Wei
MUTAN: Multimodal Tucker Fusion for Visual Question Answering
Hedi Ben-younes, Remi Cadene, Matthieu Cord, Nicolas Thome
Revisiting IM2GPS in the Deep Learning Era
Nam Vo, Nathan Jacobs, James Hays
Scene Parsing With Global Context Embedding
Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang
A Simple yet Effective Baseline for 3D Human Pose Estimation
Julieta Martinez, Rayat Hossain, Javier Romero, James J. Little
Dual-Glance Model for Deciphering Social Relationships
Junnan Li, Yongkang Wong, Qi Zhao, Mohan S. Kankanhalli
Sketching With Style: Visual Search With Sketches and Aesthetic Context
John Collomosse, Tu Bui, Michael J. Wilber, Chen Fang, Hailin Jin
Point Set Registration With Global-Local Correspondence and Transformation Estimation
Su Zhang, Yang Yang, Kun Yang, Yi Luo, Sim-Heng Ong

Segmentation, Grouping & Shape

SceneNet RGB-D: Can 5M Synthetic Images Beat Generic ImageNet Pre-Training on Indoor Segmentation?
John McCormac, Ankur Handa, Stefan Leutenegger, Andrew J. Davison
A Unified Model for Near and Remote Sensing
Scott Workman, Menghua Zhai, David J. Crandall, Nathan Jacobs
Directionally Convolutional Networks for 3D Shape Segmentation
Haotian Xu, Ming Dong, Zichun Zhong
AMAT: Medial Axis Transform for Natural Images
Stavros Tsogkas, Sven Dickinson
Deep Dual Learning for Semantic Image Segmentation
Ping Luo, Guangrun Wang, Liang Lin, Xiaogang Wang
Regional Interactive Image Segmentation Networks
Jun Hao Liew, Yunchao Wei, Wei Xiong, Sim-Heng Ong, Jiashi Feng

Statistical Methods & Learning

Learning Efficient Convolutional Networks Through Network Slimming
Zhuang Liu, Jianguo Li, Zhiqiang Shen, Gao Huang, Shoumeng Yan, Changshui Zhang
CVAE-GAN: Fine-Grained Image Generation Through Asymmetric Training
Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua
Universal Adversarial Perturbations Against Semantic Image Segmentation
Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer
Associative Domain Adaptation
Philip Haeusser, Thomas Frerix, Alexander Mordvintsev, Daniel Cremers
Introspective Neural Networks for Generative Modeling
Justin Lazarow, Long Jin, Zhuowen Tu
Towards a Unified Compositional Model for Visual Pattern Modeling
Wei Tang, Pei Yu, Jiahuan Zhou, Ying Wu
Least Squares Generative Adversarial Networks
Xudong Mao, Qing Li, Haoran Xie, Raymond Y.K. Lau, Zhen Wang, Stephen Paul Smolley
Centered Weight Normalization in Accelerating Training of Deep Neural Networks
Lei Huang, Xianglong Liu, Yang Liu, Bo Lang, Dacheng Tao
Deep Growing Learning
Guangcong Wang, Xiaohua Xie, Jianhuang Lai, Jiaxuan Zhuo
Smart Mining for Deep Metric Learning
Ben Harwood, Vijay Kumar B G, Gustavo Carneiro, Ian Reid, Tom Drummond
Temporal Generative Adversarial Nets With Singular Value Clipping
Masaki Saito, Eiichi Matsumoto, Shunta Saito
Sampling Matters in Deep Embedding Learning
Chao-Yuan Wu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl
DualGAN: Unsupervised Dual Learning for Image-To-Image Translation
Zili Yi, Hao Zhang, Ping Tan, Minglun Gong

Video

Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras
Kang Zheng, Xiaochuan Fan, Yuewei Lin, Hao Guo, Hongkai Yu, Dazhou Guo, Song Wang
MarioQA: Answering Questions by Watching Gameplay Videos
Jonghwan Mun, Paul Hongsuck Seo, Ilchae Jung, Bohyung Han
SBGAR: Semantics Based Group Activity Recognition
Xin Li, Mooi Choo Chuah
Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video
Davide Moltisanti, Michael Wray, Walterio Mayol-Cuevas, Dima Damen
Unmasking the Abnormal Events in Video
Radu Tudor Ionescu, Sorina Smeureanu, Bogdan Alexe, Marius Popescu
Chained Multi-Stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection
Mohammadreza Zolfaghari, Gabriel L. Oliveira, Nima Sedaghat, Thomas Brox
Temporal Action Detection With Structured Segment Networks
Yue Zhao, Yuanjun Xiong, Limin Wang, Zhirong Wu, Xiaoou Tang, Dahua Lin
Jointly Recognizing Object Fluents and Tasks in Egocentric Videos
Yang Liu, Ping Wei, Song-Chun Zhu
Transferring Objects: Joint Inference of Container and Human Pose
Hanqing Wang, Wei Liang, Lap-Fai Yu

Vision for X

Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention
Jinkyu Kim, John Canny

Oral 4

Recognition 2

Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning
Abhishek Das, Satwik Kottur, José, M. F. Moura, Stefan Lee, Dhruv Batra
Mask R-CNN
Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick
Towards Diverse and Natural Image Descriptions via a Conditional GAN
Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin
Focal Loss for Dense Object Detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollár
Inferring and Executing Programs for Visual Reasoning
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick

Spotlight 4

Recognition 2

Visual Forecasting by Imitating Dynamics in Natural Sequences
Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles
TorontoCity: Seeing the World With a Million Eyes
Shenlong Wang, Min Bai, Gellért Máttyus, Hang Chu, Wenjie Luo, Bin Yang, Justin Liang, Joel Cheverie, Sanja Fidler, Raquel Urtasun
Low-Shot Visual Recognition by Shrinking and Hallucinating Features
Bharath Hariharan, Ross Girshick
A Coarse-Fine Network for Keypoint Localization
Shaoli Huang, Mingming Gong, Dacheng Tao
Detect to Track and Track to Detect
Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman
Single Shot Text Detector With Regional Attention
Pan He, Weilin Huang, Tong He, Qile Zhu, Yu Qiao, Xiaolin Li
SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition
Necati Cihan Camgoz, Simon Hadfield, Oscar Koller, Richard Bowden
A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition
Isma Hadji, Richard P. Wildes

Poster 5

Oral O4 Posters

Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning
Abhishek Das, Satwik Kottur, José, M. F. Moura, Stefan Lee, Dhruv Batra
Mask R-CNN
Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick
Towards Diverse and Natural Image Descriptions via a Conditional GAN
Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin
Focal Loss for Dense Object Detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollár
Inferring and Executing Programs for Visual Reasoning
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick

Spotlight S4 Posters

Visual Forecasting by Imitating Dynamics in Natural Sequences
Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles
TorontoCity: Seeing the World With a Million Eyes
Shenlong Wang, Min Bai, Gellért Máttyus, Hang Chu, Wenjie Luo, Bin Yang, Justin Liang, Joel Cheverie, Sanja Fidler, Raquel Urtasun
Low-Shot Visual Recognition by Shrinking and Hallucinating Features
Bharath Hariharan, Ross Girshick
A Coarse-Fine Network for Keypoint Localization
Shaoli Huang, Mingming Gong, Dacheng Tao
Detect to Track and Track to Detect
Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman
Single Shot Text Detector With Regional Attention
Pan He, Weilin Huang, Tong He, Qile Zhu, Yu Qiao, Xiaolin Li
SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition
Necati Cihan Camgoz, Simon Hadfield, Oscar Koller, Richard Bowden
A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition
Isma Hadji, Richard P. Wildes

3D Computer Vision

Probabilistic Structure From Motion With Objects (PSfMO)
Paul Gay, Cosimo Rubino, Vaibhav Bansal, Alessio Del Bue
A 3D Morphable Model of Craniofacial Shape and Texture Variation
Hang Dai, Nick Pears, William A. P. Smith, Christian Duncan
Multi-View Dynamic Shape Refinement Using Local Temporal Integration
Vincent Leroy, Jean-Sebastien Franco, Edmond Boyer
Learning Hand Articulations by Hallucinating Heat Distribution
Chiho Choi, Sangpil Kim, Karthik Ramani
Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization With Spatially-Varying Lighting
Robert Maier, Kihwan Kim, Daniel Cremers, Jan Kautz, Matthias Nießner
Robust Hand Pose Estimation During the Interaction With an Unknown Object
Chiho Choi, Sang Ho Yoon, Chin-Ning Chen, Karthik Ramani
Detailed Surface Geometry and Albedo Recovery From RGB-D Video Under Natural Illumination
Xinxin Zuo, Sen Wang, Jiangbin Zheng, Ruigang Yang
Monocular Free-Head 3D Gaze Tracking With Deep Learning and Geometry Constraints
Wangjiang Zhu, Haoping Deng

Computational Photography

Filter Selection for Hyperspectral Estimation
Boaz Arad, Ohad Ben-Shahar
A Microfacet-Based Reflectance Model for Photometric Stereo With Highly Specular Surfaces
Lixiong Chen, Yinqiang Zheng, Boxin Shi, Art Subpa-Asa, Imari Sato

Face & Gesture

Detecting Faces Using Inside Cascaded Contextual CNN
Kaipeng Zhang, Zhanpeng Zhang, Hao Wang, Zhifeng Li, Yu Qiao, Wei Liu
A Novel Space-Time Representation on the Positive Semidefinite Cone for Facial Expression Recognition
Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Juan Carlos Alvarez-Paiva
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding
Dieu Linh Tran, Robert Walecki, Ognjen (Oggi) Rudovic, Stefanos Eleftheriadis, Björn Schuller, Maja Pantic
Pose-Invariant Face Alignment With a Single CNN
Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos
Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker
Deeply-Learned Part-Aligned Representations for Person Re-Identification
Liming Zhao, Xi Li, Yueting Zhuang, Jingdong Wang

Low-Level Vision & Image Processing

Semantic Line Detection and Its Applications
Jun-Tae Lee, Han-Ul Kim, Chul Lee, Chang-Su Kim
A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing
Qingnan Fan, Jiaolong Yang, Gang Hua, Baoquan Chen, David Wipf
Revisiting Cross-Channel Information Transfer for Chromatic Aberration Correction
Tiancheng Sun, Yifan Peng, Wolfgang Heidrich
High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits
Xiaoyong Shen, Hongyun Gao, Xin Tao, Chao Zhou, Jiaya Jia
Learning Visual Attention to Identify People With Autism Spectrum Disorder
Ming Jiang, Qi Zhao
DSLR-Quality Photos on Mobile Devices With Deep Convolutional Networks
Andrey Ignatov, Nikolay Kobyshev, Radu Timofte, Kenneth Vanhoey, Luc Van Gool
Non-Uniform Blind Deblurring by Reblurring
Yuval Bahat, Netalee Efrat, Michal Irani
Misalignment-Robust Joint Filter for Cross-Modal Image Pairs
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Low-Rank Tensor Completion: A Pseudo-Bayesian Learning Approach
Wei Chen, Nan Song
DeepCD: Learning Deep Complementary Descriptors for Patch Representations
Tsun-Yi Yang, Jo-Han Hsu, Yen-Yu Lin, Yung-Yu Chuang

Motion & Tracking

Beyond Standard Benchmarks: Parameterizing Performance Evaluation in Visual Object Tracking
Luka Čehovin Zajc, Alan Lukeič, Ale&scaron, Leonardis, Matej Kristan
The Pose Knows: Video Forecasting by Generating Pose Futures
Jacob Walker, Kenneth Marino, Abhinav Gupta, Martial Hebert
What Will Happen Next? Forecasting Player Moves in Sports Videos
Panna Felsen, Pulkit Agrawal, Jitendra Malik

Optimization Methods

Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling
Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou

Recognition

Recurrent Topic-Transition GAN for Visual Paragraph Generation
Xiaodan Liang, Zhiting Hu, Hao Zhang, Chuang Gan, Eric P. Xing
A Two-Streamed Network for Estimating Fine-Scaled Depth Maps From Single RGB Images
Jun Li, Reinhard Klein, Angela Yao
Weakly Supervised Object Localization Using Things and Stuff Transfer
Miaojing Shi, Holger Caesar, Vittorio Ferrari
Single Image Action Recognition Using Semantic Body Part Actions
Zhichen Zhao, Huimin Ma, Shaodi You
Incremental Learning of Object Detectors Without Catastrophic Forgetting
Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari
Generative Adversarial Networks Conditioned by Brain Signals
Simone Palazzo, Concetto Spampinato, Isaak Kavasidis, Daniela Giordano, Mubarak Shah
Learning to Disambiguate by Asking Discriminative Questions
Yining Li, Chen Huang, Xiaoou Tang, Chen Change Loy
Interpretable Explanations of Black Boxes by Meaningful Perturbation
Ruth C. Fong, Andrea Vedaldi
DeepRoadMapper: Extracting Road Topology From Aerial Images
Gellért Máttyus, Wenjie Luo, Raquel Urtasun
Monocular 3D Human Pose Estimation by Predicting Depth on Joints
Bruce Xiaohan Nie, Ping Wei, Song-Chun Zhu
Large-Scale Image Retrieval With Attentive Deep Local Features
Hyeonwoo Noh, Andre Araujo, Jack Sim, Tobias Weyand, Bohyung Han
Deep Globally Constrained MRFs for Human Pose Estimation
Ioannis Marras, Petar Palasek, Ioannis Patras
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning
Soravit Changpinyo, Wei-Lun Chao, Fei Sha
Multi-Label Learning of Part Detectors for Heavily Occluded Pedestrian Detection
Chunluan Zhou, Junsong Yuan
SGN: Sequential Grouping Networks for Instance Segmentation
Shu Liu, Jiaya Jia, Sanja Fidler, Raquel Urtasun
Adaptive Feeding: Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors
Hong-Yu Zhou, Bin-Bin Gao, Jianxin Wu
Aesthetic Critiques Generation for Photos
Kuang-Yu Chang, Kung-Hung Lu, Chu-Song Chen
Hide-And-Seek: Forcing a Network to Be Meticulous for Weakly-Supervised Object and Action Localization
Krishna Kumar Singh, Yong Jae Lee

Segmentation, Grouping & Shape

Two-Phase Learning for Weakly Supervised Object Localization
Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon

Statistical Methods & Learning

Curriculum Dropout
Pietro Morerio, Jacopo Cavazza, Riccardo Volpi, René, Vidal, Vittorio Murino
Predictor Combination at Test Time
Kwang In Kim, James Tompkin, Christian Richardt
Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks
Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim
Learning Robust Visual-Semantic Embeddings
Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov
PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories
Behnam Gholami, Ognjen (Oggi) Rudovic, Vladimir Pavlovic
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses
Christian Rupprecht, Iro Laina, Robert DiPietro, Maximilian Baust, Federico Tombari, Nassir Navab, Gregory D. Hager

Video

CDTS: Collaborative Detection, Tracking, and Segmentation for Online Multiple Object Segmentation in Videos
Yeong Jun Koh, Chang-Su Kim
Temporal Superpixels Based on Proximity-Weighted Patch Matching
Se-Ho Lee, Won-Dong Jang, Chang-Su Kim
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge
Ryota Hinami, Tao Mei, Shin'ichi Satoh
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals
Jiyang Gao, Zhenheng Yang, Kan Chen, Chen Sun, Ram Nevatia
Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction
Gurkirt Singh, Suman Saha, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin
Leveraging Weak Semantic Relevance for Complex Video Event Classification
Chao Li, Jiewei Cao, Zi Huang, Lei Zhu, Heng Tao Shen
Weakly Supervised Summarization of Web Videos
Rameswar Panda, Abir Das, Ziyan Wu, Jan Ernst, Amit K. Roy-Chowdhury
FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras
Shanghang Zhang, Guanhang Wu, João P. Costeira, José, M. F. Moura

Vision for X

Fast Face-Swap Using Convolutional Neural Networks
Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images
Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz

Oral 5

Face and Human Behaviour Analysis

First-Person Activity Forecasting With Online Inverse Reinforcement Learning
Nicholas Rhinehart, Kris M. Kitani
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources
Adrian Bulat, Georgios Tzimiropoulos
MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction
Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt
RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos
Wenbin Du, Yali Wang, Yu Qiao
Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition
Chi Nhan Duong, Kha Gia Quach, Khoa Luu, Ngan Le, Marios Savvides

Spotlight 5

Face and Human Behaviour Analysis

Attribute-Enhanced Face Recognition With Neural Tensor Fusion Networks
Guosheng Hu, Yang Hua, Yang Yuan, Zhihong Zhang, Zheng Lu, Sankha S. Mukherjee, Timothy M. Hospedales, Neil M. Robertson, Yongxin Yang
Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro
Zhedong Zheng, Liang Zheng, Yi Yang
Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks With Spatiotemporal Transformer Modules
Congqi Cao, Yifan Zhang, Yi Wu, Hanqing Lu, Jian Cheng
Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition
Wanglong Wu, Meina Kan, Xin Liu, Yi Yang, Shiguang Shan, Xilin Chen
Learning Discriminative Aggregation Network for Video-Based Face Recognition
Yongming Rao, Ji Lin, Jiwen Lu, Jie Zhou
Synergy Between Face Alignment and Tracking via Discriminative Global Consensus Optimization
Muhammad Haris Khan, John McDonagh, Georgios Tzimiropoulos
SVDNet for Pedestrian Retrieval
Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang
Towards More Accurate Iris Recognition Using Deeply Learned Spatially Corresponding Features
Zijing Zhao, Ajay Kumar

Poster 6

Oral O5 Posters

First-Person Activity Forecasting With Online Inverse Reinforcement Learning
Nicholas Rhinehart, Kris M. Kitani
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources
Adrian Bulat, Georgios Tzimiropoulos
MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction
Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt
RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos
Wenbin Du, Yali Wang, Yu Qiao
Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition
Chi Nhan Duong, Kha Gia Quach, Khoa Luu, Ngan Le, Marios Savvides

Spotlight S5 Posters

Attribute-Enhanced Face Recognition With Neural Tensor Fusion Networks
Guosheng Hu, Yang Hua, Yang Yuan, Zhihong Zhang, Zheng Lu, Sankha S. Mukherjee, Timothy M. Hospedales, Neil M. Robertson, Yongxin Yang
Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro
Zhedong Zheng, Liang Zheng, Yi Yang
Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks With Spatiotemporal Transformer Modules
Congqi Cao, Yifan Zhang, Yi Wu, Hanqing Lu, Jian Cheng
Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition
Wanglong Wu, Meina Kan, Xin Liu, Yi Yang, Shiguang Shan, Xilin Chen
Learning Discriminative Aggregation Network for Video-Based Face Recognition
Yongming Rao, Ji Lin, Jiwen Lu, Jie Zhou
Synergy Between Face Alignment and Tracking via Discriminative Global Consensus Optimization
Muhammad Haris Khan, John McDonagh, Georgios Tzimiropoulos
SVDNet for Pedestrian Retrieval
Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang
Towards More Accurate Iris Recognition Using Deeply Learned Spatially Corresponding Features
Zijing Zhao, Ajay Kumar

3D Computer Vision

Semantically Informed Multiview Surface Refinement
Maro&scaron, Bláha, Mathias Rothermel, Martin R. Oswald, Torsten Sattler, Audrey Richard, Jan D. Wegner, Marc Pollefeys, Konrad Schindler
BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects Without Using Depth
Mahdi Rad, Vincent Lepetit
Modeling Urban Scenes From Pointclouds
William Nguatem, Helmut Mayer
Parameter-Free Lens Distortion Calibration of Central Cameras
Filippo Bergamasco, Luca Cosmo, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello
Pose Guided RGBD Feature Learning for 3D Object Pose Estimation
Vassileios Balntas, Andreas Doumanoglou, Caner Sahin, Juil Sock, Rigas Kouskouridas, Tae-Kyun Kim
Efficient Global Illumination for Morphable Models
Andreas Schneider, Sandro Schönborn, Lavrenti Frobeen, Bernhard Egger, Thomas Vetter
Low Compute and Fully Parallel Computer Vision With HashMatch
Sean Ryan Fanello, Julien Valentin, Adarsh Kowdle, Christoph Rhemann, Vladimir Tankovich, Carlo Ciliberto, Philip Davidson, Shahram Izadi
Dense Non-Rigid Structure-From-Motion and Shading With Unknown Albedos
Mathias Gallardo, Toby Collins, Adrien Bartoli
From Point Clouds to Mesh Using Regression
Ľubor Ladický, Olivier Saurer, SoHyeon Jeong, Fabio Maninchedda, Marc Pollefeys
Stereo DSO: Large-Scale Direct Sparse Visual Odometry With Stereo Cameras
Rui Wang, Martin Schwörer, Daniel Cremers
Space-Time Localization and Mapping
Minhaeng Lee, Charless C. Fowlkes

Computational Photography

Benchmarking Single-Image Reflection Removal Algorithms
Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot

Face & Gesture

Attention-Aware Deep Reinforcement Learning for Video Face Recognition
Yongming Rao, Jiwen Lu, Jie Zhou
Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation
Bugra Tekin, Pablo Márquez-Neila, Mathieu Salzmann, Pascal Fua
Deep Facial Action Unit Recognition From Partially Labeled Data
Shan Wu, Shangfei Wang, Bowen Pan, Qiang Ji
Pose-Driven Deep Convolutional Model for Person Re-Identification
Chi Su, Jianing Li, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian
Recognition of Action Units in the Wild With Deep Nets and a New Global-Local Loss
C. Fabian Benitez-Quiroz, Yan Wang, Aleix M. Martinez
Faster Than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses
Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides
Towards Large-Pose Face Frontalization in the Wild
Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker

Low-Level Vision & Image Processing

A Joint Intrinsic-Extrinsic Prior Model for Retinex
Bolun Cai, Xianming Xu, Kailing Guo, Kui Jia, Bin Hu, Dacheng Tao
Going Unconstrained With Rolling Shutter Deblurring
Mahesh Mohan M. R., A. N. Rajagopalan, Gunasekaran Seetharaman
A Stagewise Refinement Model for Detecting Salient Objects in Images
Tiantian Wang, Ali Borji, Lihe Zhang, Pingping Zhang, Huchuan Lu
From Square Pieces to Brick Walls: The Next Challenge in Solving Jigsaw Puzzles
Shir Gur, Ohad Ben-Shahar
Online Video Deblurring via Dynamic Temporal Blending Network
Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, Michael Hirsch
Supervision by Fusion: Towards Unsupervised Learning of Deep Salient Object Detector
Dingwen Zhang, Junwei Han, Yu Zhang
Fast Multi-Image Matching via Density-Based Clustering
Roberto Tron, Xiaowei Zhou, Carlos Esteves, Kostas Daniilidis
Characterizing and Improving Stability in Neural Style Transfer
Agrim Gupta, Justin Johnson, Alexandre Alahi, Li Fei-Fei

Recognition

Cross-Modal Deep Variational Hashing
Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou
Spatial Memory for Context Reasoning in Object Detection
Xinlei Chen, Abhinav Gupta
Deep Binaries: Encoding Semantic-Rich Cues for Efficient Textual-Visual Cross Retrieval
Yuming Shen, Li Liu, Ling Shao, Jingkuan Song
Learning a Recurrent Residual Fusion Network for Multimodal Matching
Yu Liu, Yanming Guo, Erwin M. Bakker, Michael S. Lew
Rotational Subgroup Voting and Pose Clustering for Robust 3D Object Recognition
Anders Glent Buch, Lilita Kiforenko, Dirk Kraft
CoupleNet: Coupling Global Structure With Local Parts for Object Detection
Yousong Zhu, Chaoyang Zhao, Jinqiao Wang, Xu Zhao, Yi Wu, Hanqing Lu
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training
Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele
Drone-Based Object Counting by Spatially Regularized Regional Proposal Network
Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu
BlitzNet: A Real-Time Deep Network for Scene Understanding
Nikita Dvornik, Konstantin Shmelkov, Julien Mairal, Cordelia Schmid
Situation Recognition With Graph Neural Networks
Ruiyu Li, Makarand Tapaswi, Renjie Liao, Jiaya Jia, Raquel Urtasun, Sanja Fidler
Learning Visual N-Grams From Web Data
Ang Li, Allan Jabri, Armand Joulin, Laurens van der Maaten
Attention-Based Multimodal Fusion for Video Description
Chiori Hori, Takaaki Hori, Teng-Yok Lee, Ziming Zhang, Bret Harsham, John R. Hershey, Tim K. Marks, Kazuhiko Sumi
Learning the Latent "Look": Unsupervised Discovery of a Style-Coherent Embedding From Fashion Images
Wei-Lin Hsiao, Kristen Grauman
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks
Tanmay Gupta, Kevin Shih, Saurabh Singh, Derek Hoiem
Learning Discriminative Latent Attributes for Zero-Shot Classification
Huajie Jiang, Ruiping Wang, Shiguang Shan, Yi Yang, Xilin Chen
PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN
Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang

Segmentation, Grouping & Shape

Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation
Margret Keuper
Deep Free-Form Deformation Network for Object-Mask Registration
Haoyang Zhang, Xuming He
Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering
Matteo Denitto, Simone Melzi, Manuele Bicego, Umberto Castellani, Alessandro Farinelli, Mário A. T. Figueiredo, Yanir Kleiman, Maks Ovsjanikov

Statistical Methods & Learning

Learning Discriminative ab-Divergences for Positive Definite Matrices
Anoop Cherian, Panagiotis Stanitsas, Mehrtash Harandi, Vassilios Morellas, Nikolaos Papanikolopoulos
Consensus Convolutional Sparse Coding
Biswarup Choudhury, Robin Swanson, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich
Domain-Adaptive Deep Network Compression
Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, Jose M. Álvarez
Self-Supervised Learning of Pose Embeddings From Spatiotemporal Relations in Videos
Ömer Sümer, Tobias Dencker, Björn Ommer
Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning
Calvin Murdock, Fernando De la Torre
Side Information in Robust Principal Component Analysis: Algorithms and Applications
Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou
Summarization and Classification of Wearable Camera Streams by Learning the Distributions Over Deep Features of Out-Of-Sample Image Sequences
Alessandro Perina, Sadegh Mohammadi, Nebojsa Jojic, Vittorio Murino
Unsupervised Learning From Video to Detect Foreground Objects in Single Images
Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu
Supplementary Meta-Learning: Towards a Dynamic Model for Deep Neural Networks
Feihu Zhang, Benjamin W. Wah
Adversarial Inverse Graphics Networks: Learning 2D-To-3D Lifting and Image-To-Image Translation From Unpaired Supervision
Hsiao-Yu Fish Tung, Adam W. Harley, William Seto, Katerina Fragkiadaki
Active Learning for Human Pose Estimation
Buyu Liu, Vittorio Ferrari
Interleaved Group Convolutions
Ting Zhang, Guo-Jun Qi, Bin Xiao, Jingdong Wang

Video

Learning-Based Cloth Material Recovery From Video
Shan Yang, Junbang Liang, Ming C. Lin
Unsupervised Video Understanding by Reconciliation of Posture Similarities
Timo Milbich, Miguel Bautista, Ekaterina Sutter, Björn Ommer
Action Tubelet Detector for Spatio-Temporal Action Localization
Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, Cordelia Schmid
AMTnet: Action-Micro-Tube Regression by End-To-End Trainable Deep Architecture
Suman Saha, Gurkirt Singh, Fabio Cuzzolin

Vision for X

Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings
Sara Shaheen, Lama Affara, Bernard Ghanem
Neural Ctrl-F: Segmentation-Free Query-By-String Word Spotting in Handwritten Manuscript Collections
Tomas Wilkinson, Jonas Lindström, Anders Brun

Oral 6

Video Analysis

Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions
Pascal Mettes, Cees G. M. Snoek
Semantic Video CNNs Through Representation Warping
Raghudeep Gadde, Varun Jampani, Peter V. Gehler
Video Frame Synthesis Using Deep Voxel Flow
Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala
Detail-Revealing Deep Video Super-Resolution
Xin Tao, Hongyun Gao, Renjie Liao, Jue Wang, Jiaya Jia
Learning Video Object Segmentation With Visual Memory
Pavel Tokmakov, Karteek Alahari, Cordelia Schmid

Oral 7

Low-Level vision

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis
Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch
Makeup-Go: Blind Reversion of Portrait Edit
Ying-Cong Chen, Xiaoyong Shen, Jiaya Jia
Shadow Detection With Conditional Generative Adversarial Networks
Vu Nguyen, Tomas F. Yago Vicente, Maozheng Zhao, Minh Hoai, Dimitris Samaras
Learning High Dynamic Range From Outdoor Panoramas
Jinsong Zhang, Jean-François Lalonde
DCTM: Discrete-Continuous Transformation Matching for Semantic Flow
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

Spotlight 6

Low-Level vision

MemNet: A Persistent Memory Network for Image Restoration
Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu
Structure-Measure: A New Way to Evaluate Foreground Maps
Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Ali Borji
Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting
Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai, In So Kweon
Practical and Efficient Multi-View Matching
Eleonora Maset, Federica Arrigoni, Andrea Fusiello
Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations
Yu-Sheng Lin, Wei-Chao Chen, Shao-Yi Chien
Learning to Push the Limits of Efficient FFT-Based Image Deconvolution
Jakob Kruse, Carsten Rother, Uwe Schmidt
Learning Spread-Out Local Feature Descriptors
Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang
Visual Odometry for Pixel Processor Arrays
Laurie Bose, Jianing Chen, Stephen J. Carey, Piotr Dudek, Walterio Mayol-Cuevas

Poster 7

Oral O6 Posters

Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions
Pascal Mettes, Cees G. M. Snoek
Semantic Video CNNs Through Representation Warping
Raghudeep Gadde, Varun Jampani, Peter V. Gehler
Video Frame Synthesis Using Deep Voxel Flow
Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala
Detail-Revealing Deep Video Super-Resolution
Xin Tao, Hongyun Gao, Renjie Liao, Jue Wang, Jiaya Jia
Learning Video Object Segmentation With Visual Memory
Pavel Tokmakov, Karteek Alahari, Cordelia Schmid

Oral O7 Posters

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis
Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch
Makeup-Go: Blind Reversion of Portrait Edit
Ying-Cong Chen, Xiaoyong Shen, Jiaya Jia
Shadow Detection With Conditional Generative Adversarial Networks
Vu Nguyen, Tomas F. Yago Vicente, Maozheng Zhao, Minh Hoai, Dimitris Samaras
Learning High Dynamic Range From Outdoor Panoramas
Jinsong Zhang, Jean-François Lalonde
DCTM: Discrete-Continuous Transformation Matching for Semantic Flow
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

Spotlight S6 Posters

MemNet: A Persistent Memory Network for Image Restoration
Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu
Structure-Measure: A New Way to Evaluate Foreground Maps
Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Ali Borji
Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting
Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai, In So Kweon
Practical and Efficient Multi-View Matching
Eleonora Maset, Federica Arrigoni, Andrea Fusiello
Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations
Yu-Sheng Lin, Wei-Chao Chen, Shao-Yi Chien
Learning to Push the Limits of Efficient FFT-Based Image Deconvolution
Jakob Kruse, Carsten Rother, Uwe Schmidt
Learning Spread-Out Local Feature Descriptors
Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang
Visual Odometry for Pixel Processor Arrays
Laurie Bose, Jianing Chen, Stephen J. Carey, Piotr Dudek, Walterio Mayol-Cuevas

3D Computer Vision

Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution From a Blurred Image Sequence
Haesol Park, Kyoung Mu Lee
2D-Driven 3D Object Detection in RGB-D Images
Jean Lahoud, Bernard Ghanem
Ray Space Features for Plenoptic Structure-From-Motion
Yingliang Zhang, Peihong Yu, Wei Yang, Yuanxi Ma, Jingyi Yu
Depth Estimation Using Structured Light Flow — Analysis of Projected Pattern Flow on an Object's Surface
Ryo Furukawa, Ryusuke Sagawa, Hiroshi Kawasaki
Monocular Dense 3D Reconstruction of a Complex Dynamic Scene From Two Perspective Frames
Suryansh Kumar, Yuchao Dai, Hongdong Li
Optimal Transformation Estimation With Semantic Cues
Danda Pani Paudel, Adlane Habed, Luc Van Gool
Dynamics Enhanced Multi-Camera Motion Segmentation From Unsynchronized Videos
Xikang Zhang, Bengisu Ozbay, Mario Sznaier, Octavia Camps
Taking the Scenic Route to 3D: Optimising Reconstruction From Moving Cameras
Oscar Mendez, Simon Hadfield, Nicolas Pugeault, Richard Bowden
FLaME: Fast Lightweight Mesh Estimation Using Variational Smoothing on Delaunay Graphs (poster, PDF)
W. Nicholas Greene, Nicholas Roy

Biomedical Image Analysis

Efficient Algorithms for Moral Lineage Tracing
Markus Rempfler, Jan-Hendrik Lange, Florian Jug, Corinna Blasse, Eugene W. Myers, Bjoern H. Menze, Bjoern Andres

Computational Photography

From RGB to Spectrum for Natural Scenes via Manifold-Based Mapping (PDF)
Yan Jia, Yinqiang Zheng, Lin Gu, Art Subpa-Asa, Antony Lam, Yoichi Sato, Imari Sato
DeepFuse: A Deep Unsupervised Approach for Exposure Fusion With Extreme Exposure Image Pairs
K. Ram Prabhakar, V Sai Srikar, R. Venkatesh Babu

Face & Gesture

Learning Dense Facial Correspondences in Unconstrained Images
Ronald Yu, Shunsuke Saito, Haoxiang Li, Duygu Ceylan, Hao Li
Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification
Shuangjie Xu, Yu Cheng, Kang Gu, Yang Yang, Shiyu Chang, Pan Zhou

Low-Level Vision & Image Processing

Automatic Content-Aware Projection for 360° Videos
Yeong Won Kim, Chang-Ryeol Lee, Dae-Yong Cho, Yong Hoon Kwon, Hyeok-Jae Choi, Kuk-Jin Yoon
Blur-Invariant Deep Learning for Blind-Deblurring
T. M. Nimisha, Akash Kumar Singh, A. N. Rajagopalan
Non-Linear Convolution Filters for CNN-Based Learning
Georgios Zoumpourlis, Alexandros Doumanoglou, Nicholas Vretos, Petros Daras
AOD-Net: All-In-One Dehazing Network
Boyi Li, Xiulian Peng, Zhangyang Wang, Jizheng Xu, Dan Feng
Simultaneous Detection and Removal of High Altitude Clouds From an Image
Tushar Sandhan, Jin Young Choi
Understanding Low- and High-Level Contributions to Fixation Prediction
Matthias Kümmerer, Thomas S. A. Wallis, Leon A. Gatys, Matthias Bethge
Image Super-Resolution Using Dense Skip Connections
Tong Tong, Gen Li, Xiejie Liu, Qinquan Gao
Convergence Analysis of MAP Based Blur Kernel Estimation
Sunghyun Cho, Seungyong Lee
Blob Reconstruction Using Unilateral Second Order Gaussian Kernels With Application to High-ISO Long-Exposure Image Denoising
Gang Wang, Carlos Lopez-Molina, Bernard De Baets
Deep Generative Adversarial Compression Artifact Removal
Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo

Motion & Tracking

Online Multi-Object Tracking Using CNN-Based Single Object Tracker With Spatial-Temporal Attention Mechanism
Qi Chu, Wanli Ouyang, Hongsheng Li, Xiaogang Wang, Bin Liu, Nenghai Yu

Recognition

Mutual Enhancement for Detection of Multiple Logos in Sports Videos
Yuan Liao, Xiaoqing Lu, Chengcui Zhang, Yongtao Wang, Zhi Tang
Referring Expression Generation and Comprehension via Attributes
Jingyu Liu, Liang Wang, Ming-Hsuan Yang
RoomNet: End-To-End Room Layout Estimation
Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich
SSH: Single Stage Headless Face Detector
Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis
AnnArbor: Approximate Nearest Neighbors Using Arborescence Coding
Artem Babenko, Victor Lempitsky
Boosting Image Captioning With Attributes
Ting Yao, Yingwei Pan, Yehao Li, Zhaofan Qiu, Tao Mei
Learning to Estimate 3D Hand Pose From Single RGB Images
Christian Zimmermann, Thomas Brox
Locally-Transferred Fisher Vectors for Texture Classification
Yang Song, Fan Zhang, Qing Li, Heng Huang, Lauren J. O'Donnell, Weidong Cai
Object-Level Proposals
Jianxiang Ma, Anlong Ming, Zilong Huang, Xinggang Wang, Yu Zhou
Extreme Clicking for Efficient Object Annotation
Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari
WordSup: Exploiting Word Annotations for Character Based Text Detection
Han Hu, Chengquan Zhang, Yuxuan Luo, Yuzhuo Wang, Junyu Han, Errui Ding
Illuminating Pedestrians via Simultaneous Detection & Segmentation
Garrick Brazil, Xi Yin, Xiaoming Liu
Generalized Orderless Pooling Performs Implicit Salient Matching
Marcel Simon, Yang Gao, Trevor Darrell, Joachim Denzler, Erik Rodner

Segmentation, Grouping & Shape

Exploiting Spatial Structure for Localizing Manipulated Image Regions
Jawadul H. Bappy, Amit K. Roy-Chowdhury, Jason Bunk, Lakshmanan Nataraj, B. S. Manjunath
RDFNet: RGB-D Multi-Level Residual Feature Fusion for Indoor Semantic Segmentation
Seong-Jin Park, Ki-Sang Hong, Seungyong Lee
The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes
Gerhard Neuhold, Tobias Ollmann, Samuel Rota Bulò, Peter Kontschieder
Self-Organized Text Detection With Minimal Post-Processing via Border Learning
Yue Wu, Prem Natarajan

Statistical Methods & Learning

Sparse Exact PGA on Riemannian Manifolds
Monami Banerjee, Rudrasis Chakraborty, Baba C. Vemuri
Tensor RPCA by Bayesian CP Factorization With Complex Noise
Qiong Luo, Zhi Han, Xi'ai Chen, Yao Wang, Deyu Meng, Dong Liang, Yandong Tang
Multimodal Gaussian Process Latent Variable Models With Harmonization
Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian
Segmentation-Aware Convolutional Networks Using Local Attention Masks
Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos
Rotation Equivariant Vector Field Networks
Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression
Jian-Hao Luo, Jianxin Wu, Weiyao Lin
AutoDIAL: Automatic DomaIn Alignment Layers
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
Focusing Attention: Towards Accurate Text Recognition in Natural Images
Zhanzhan Cheng, Fan Bai, Yunlu Xu, Gang Zheng, Shiliang Pu, Shuigeng Zhou
Unsupervised Object Segmentation in Video by Efficient Selection of Highly Probable Positive Features
Emanuela Haller, Marius Leordeanu
Nonparametric Variational Auto-Encoders for Hierarchical Representation Learning
Prasoon Goyal, Zhiting Hu, Xiaodan Liang, Chenyu Wang, Eric P. Xing
Dense and Low-Rank Gaussian CRFs Using Deep Embeddings
Siddhartha Chandra, Nicolas Usunier, Iasonas Kokkinos

Video

A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses
Quan Gan, Shangfei Wang, Longfei Hao, Qiang Ji
Moving Object Detection in Time-Lapse or Motion Trigger Image Sequences Using Low-Rank and Invariant Sparse Decomposition
Moein Shakeri, Hong Zhang
A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras
Yizhe Zhu, Ahmed Elgammal
Dynamic Label Graph Matching for Unsupervised Video Re-Identification
Mang Ye, Andy J. Ma, Liang Zheng, Jiawei Li, Pong C. Yuen
Spatiotemporal Modeling for Crowd Counting in Videos
Feng Xiong, Xingjian Shi, Dit-Yan Yeung

Vision for X

Personalized Cinemagraphs Using Semantic Understanding and Collaborative Learning
Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang
What Is Around the Camera? (PDF)
Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Tinne Tuytelaars, Luc Van Gool

Oral 8

Recognition 3

Weakly-Supervised Learning of Visual Relations
Julia Peyre, Josef Sivic, Ivan Laptev, Cordelia Schmid
BIER - Boosting Independent Embeddings Robustly
Michael Opitz, Georg Waltner, Horst Possegger, Horst Bischof
3D Graph Neural Networks for RGBD Semantic Segmentation
Xiaojuan Qi, Renjie Liao, Jiaya Jia, Sanja Fidler, Raquel Urtasun
Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition
Heliang Zheng, Jianlong Fu, Tao Mei, Jiebo Luo
Learning 3D Object Categories by Looking Around Them
David Novotny, Diane Larlus, Andrea Vedaldi

Spotlight 7

Recognition 3

Quantitative Evaluation of Confidence Measures in a Machine Learning World
Matteo Poggi, Fabio Tosi, Stefano Mattoccia
Towards End-To-End Text Spotting With Convolutional Recurrent Neural Networks
Hui Li, Peng Wang, Chunhua Shen
DeepSetNet: Predicting Sets With Deep Neural Networks
S. Hamid Rezatofighi, Vijay Kumar B G, Anton Milan, Ehsan Abbasnejad, Anthony Dick, Ian Reid
Learning From Video and Text via Large-Scale Discriminative Clustering
Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic
TALL: Temporal Activity Localization via Language Query
Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia
End-To-End Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering
SouYoung Jin, Hang Su, Chris Stauffer, Erik Learned-Miller
Active Decision Boundary Annotation With Deep Generative Models
Miriam Huijser, Jan C. van Gemert
Convolutional Dictionary Learning via Local Processing
Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad

Poster 8

Oral O8 Posters

Weakly-Supervised Learning of Visual Relations
Julia Peyre, Josef Sivic, Ivan Laptev, Cordelia Schmid
BIER - Boosting Independent Embeddings Robustly
Michael Opitz, Georg Waltner, Horst Possegger, Horst Bischof
3D Graph Neural Networks for RGBD Semantic Segmentation
Xiaojuan Qi, Renjie Liao, Jiaya Jia, Sanja Fidler, Raquel Urtasun
Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition
Heliang Zheng, Jianlong Fu, Tao Mei, Jiebo Luo
Learning 3D Object Categories by Looking Around Them
David Novotny, Diane Larlus, Andrea Vedaldi

Spotlight S7 Posters

Quantitative Evaluation of Confidence Measures in a Machine Learning World
Matteo Poggi, Fabio Tosi, Stefano Mattoccia
Towards End-To-End Text Spotting With Convolutional Recurrent Neural Networks
Hui Li, Peng Wang, Chunhua Shen
DeepSetNet: Predicting Sets With Deep Neural Networks
S. Hamid Rezatofighi, Vijay Kumar B G, Anton Milan, Ehsan Abbasnejad, Anthony Dick, Ian Reid
Learning From Video and Text via Large-Scale Discriminative Clustering
Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic
TALL: Temporal Activity Localization via Language Query
Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia
End-To-End Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering
SouYoung Jin, Hang Su, Chris Stauffer, Erik Learned-Miller
Active Decision Boundary Annotation With Deep Generative Models
Miriam Huijser, Jan C. van Gemert
Convolutional Dictionary Learning via Local Processing
Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad

Oral O9 Posters

Deep Adaptive Image Clustering
Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan
One Network to Solve Them All — Solving Linear Inverse Problems Using Deep Projection Models
J. H. Rick Chang, Chun-Liang Li, Barnabás Póczos, B. V. K. Vijaya Kumar, Aswin C. Sankaranarayanan
Representation Learning by Learning to Count
Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro
StackGAN: Text to Photo-Realistic Image Synthesis With Stacked Generative Adversarial Networks
Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas
Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings
James Thewlis, Hakan Bilen, Andrea Vedaldi

3D Computer Vision

Editable Parametric Dense Foliage From 3D Capture
Gaurav Chaurasia, Paul Beardsley
Refractive Structure-From-Motion Through a Flat Refractive Interface
François Chadebecq, Francisco Vasconcelos, George Dwyer, René, Lacher, Sébastien Ourselin, Tom Vercauteren, Danail Stoyanov
Submodular Trajectory Optimization for Aerial 3D Scanning (PDF)
Mike Roberts, Debadeepta Dey, Anh Truong, Sudipta Sinha, Shital Shah, Ashish Kapoor, Pat Hanrahan, Neel Joshi
Camera Calibration by Global Constraints on the Motion of Silhouettes
Gil Ben-Artzi
Deltille Grids for Geometric Camera Calibration
Hyowon Ha, Michal Perdoch, Hatem Alismail, In So Kweon, Yaser Sheikh

Computational Photography

A Lightweight Single-Camera Polarization Compass With Covariance Estimation
Wolfgang Stürzl
Reflectance Capture Using Univariate Sampling of BRDFs
Zhuo Hui, Kalyan Sunkavalli, Joon-Young Lee, Sunil Hadap, Jian Wang, Aswin C. Sankaranarayanan
Estimating Defocus Blur via Rank of Local Patches
Guodong Xu, Yuhui Quan, Hui Ji

Face & Gesture

RGB-Infrared Cross-Modality Person Re-Identification
Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, Jianhuang Lai
Intrinsic 3D Dynamic Surface Tracking Based on Dynamic Ricci Flow and Teichmüller Map
Xiaokang Yu, Na Lei, Yalin Wang, Xianfeng Gu
Multi-Scale Deep Learning Architectures for Person Re-Identification
Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue
Range Loss for Deep Face Recognition With Long-Tailed Training Data
Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao
Face Sketch Matching via Coupled Deep Transform Learning
Shruti Nagpal, Maneet Singh, Richa Singh, Mayank Vatsa, Afzel Noore, Angshul Majumdar

Low-Level Vision & Image Processing

Realistic Dynamic Facial Textures From a Single Image Using GANs
Kyle Olszewski, Zimo Li, Chao Yang, Yi Zhou, Ronald Yu, Zeng Huang, Sitao Xiang, Shunsuke Saito, Pushmeet Kohli, Hao Li
Pixel Recursive Super Resolution
Ryan Dahl, Mohammad Norouzi, Jonathon Shlens
Recurrent Color Constancy
Yanlin Qian, Ke Chen, Jarno Nikkanen, Joni-Kristian Kämäräinen, Jiří, Matas
Saliency Pattern Detection by Ranking Structured Trees
Lei Zhu, Haibin Ling, Jin Wu, Huiping Deng, Jin Liu

Motion & Tracking

Monocular Video-Based Trailer Coupler Detection Using Multiplexer Convolutional Neural Network
Yousef Atoum, Joseph Roth, Michael Bliss, Wende Zhang, Xiaoming Liu
Parallel Tracking and Verifying: A Framework for Real-Time and High Accuracy Visual Tracking
Heng Fan, Haibin Ling
Non-Rigid Object Tracking via Deformable Patches Using Shape-Preserved KCF and Level Sets
Xin Sun, Ngai-Man Cheung, Hongxun Yao, Yiluan Guo

Optimization Methods

A Discriminative View of MRF Pre-Processing Algorithms
Chen Wang, Charles Herrmann, Ramin Zabih

Recognition

Offline Handwritten Signature Modeling and Verification Based on Archetypal Analysis
Elias N. Zois, Ilias Theodorakopoulos, George Economou
Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization
Huseyin Coskun, Felix Achilles, Robert DiPietro, Nassir Navab, Federico Tombari
Learning Spatio-Temporal Representation With Pseudo-3D Residual Networks
Zhaofan Qiu, Ting Yao, Tao Mei
Deeper, Broader and Artier Domain Generalization
Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales
Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval
Jifei Song, Qian Yu, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales
Soft-NMS — Improving Object Detection With One Line of Code
Navaneeth Bodla, Bharat Singh, Rama Chellappa, Larry S. Davis
Semantic Jitter: Dense Supervision for Visual Comparisons via Synthetic Images
Aron Yu, Kristen Grauman
Video Scene Parsing With Predictive Feature Learning
Xiaojie Jin, Xin Li, Huaxin Xiao, Xiaohui Shen, Zhe Lin, Jimei Yang, Yunpeng Chen, Jian Dong, Luoqi Liu, Zequn Jie, Jiashi Feng, Shuicheng Yan
Understanding and Mapping Natural Beauty
Scott Workman, Richard Souvenir, Nathan Jacobs
Human Pose Estimation Using Global and Local Normalization
Ke Sun, Cuiling Lan, Junliang Xing, Wenjun Zeng, Dong Liu, Jingdong Wang
HashNet: Deep Learning to Hash by Continuation
Zhangjie Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu
Scaling the Scattering Transform: Deep Hybrid Networks
Edouard Oyallon, Eugene Belilovsky, Sergey Zagoruyko
Flip-Invariant Motion Representation
Takumi Kobayashi
Scene Categorization With Spectral Features
Salman H. Khan, Munawar Hayat, Fatih Porikli
Image2song: Song Retrieval via Bridging Image Content and Lyric Words
Xuelong Li, Di Hu, Xiaoqiang Lu

Segmentation, Grouping & Shape

Deep Functional Maps: Structured Prediction for Dense Shape Correspondence
Or Litany, Tal Remez, Emanuele Rodolà, Alex Bronstein, Michael Bronstein
Training Deep Networks to Be Spatially Sensitive
Nicholas Kolkin, Eli Shechtman, Gregory Shakhnarovich
3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds
Fangyu Liu, Shuaipeng Li, Liqiang Zhang, Chenghu Zhou, Rongtian Ye, Yuebin Wang, Jiwen Lu
Semi Supervised Semantic Segmentation Using Generative Adversarial Network
Nasim Souly, Concetto Spampinato, Mubarak Shah

Statistical Methods & Learning

Efficient Low Rank Tensor Ring Completion
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
Semantic Image Synthesis via Adversarial Learning
Hao Dong, Simiao Yu, Chao Wu, Yike Guo
Unified Deep Supervised Domain Adaptation and Generalization
Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto
Interpretable Transformations With Encoder-Decoder Networks
Daniel E. Worrall, Stephan J. Garbin, Daniyar Turmukhambetov, Gabriel J. Brostow
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization
Kamran Ghasedi Dizaji, Amirhossein Herandi, Cheng Deng, Weidong Cai, Heng Huang
Deep Scene Image Classification With the MFAFVNet
Yunsheng Li, Mandar Dixit, Nuno Vasconcelos
Learning Bag-Of-Features Pooling for Deep Convolutional Neural Networks
Nikolaos Passalis, Anastasios Tefas
Adversarial Examples Detection in Deep Networks With Convolutional Filter Statistics
Xin Li, Fuxin Li

Video

Joint Prediction of Activity Labels and Starting Times in Untrimmed Videos
Tahmida Mahmud, Mahmudul Hasan, Amit K. Roy-Chowdhury
R-C3D: Region Convolutional 3D Network for Temporal Activity Detection
Huijuan Xu, Abir Das, Kate Saenko
Temporal Context Network for Activity Localization in Videos
Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis, Yan Qiu Chen
Localizing Moments in Video With Natural Language
Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell, Bryan Russell
TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal
Hongyuan Zhu, Romain Vial, Shijian Lu
Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
Rui Hou, Chen Chen, Mubarak Shah
Learning Action Recognition Model From Depth and Skeleton Videos
Hossein Rahmani, Mohammed Bennamoun
The "Something Something" Video Database for Learning and Evaluating Visual Common Sense
Raghav Goyal; Samira Ebrahimi Kahou, Vincent Michalski, Joanna Materzyńska, Susanne Westphal, Heuna Kim, Valentin Haenel, Ingo Fruend, Peter Yianilos, Moritz Mueller-Freitag, Florian Hoppe, Christian Thurau, Ingo Bax, Roland Memisevic

Vision for X

GPLAC: Generalizing Vision-Based Robotic Skills Using Weakly Labeled Images
Avi Singh, Larry Yang, Sergey Levine
Semi-Global Weighted Least Squares in Image Filtering
Wei Liu, Xiaogang Chen, Chuanhua Shen, Zhi Liu, Jie Yang
Scale Recovery for Monocular Visual Odometry Using Depth Estimated With Deep Convolutional Neural Fields
Xiaochuan Yin, Xiangwei Wang, Xiaoguo Du, Qijun Chen

Oral 9

Machine Learning

Deep Adaptive Image Clustering
Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan
One Network to Solve Them All — Solving Linear Inverse Problems Using Deep Projection Models
J. H. Rick Chang, Chun-Liang Li, Barnabás Póczos, B. V. K. Vijaya Kumar, Aswin C. Sankaranarayanan
Representation Learning by Learning to Count
Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro
StackGAN: Text to Photo-Realistic Image Synthesis With Stacked Generative Adversarial Networks
Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas
Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings
James Thewlis, Hakan Bilen, Andrea Vedaldi