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August 29, 2012
Sparse Dictionary-based Representation and Recognition of Action Attributes (PDF, code)
Qiang Qiu (U. of Maryland College Park), Zhuolin Jiang (University of Maryland), Rama Chellappa (UMD)
August 16, 2012
Sparse Dictionary-based Representation and Recognition of Action Attributes (PDF)
Qiang Qiu (U. of Maryland College Park), Zhuolin Jiang (University of Maryland), Rama Chellappa (UMD)
May 10, 2012
Gaussian Process Regression Flow for Analysis of Motion Trajectories (PDF, project, videos)
Kihwan Kim (Georgia Institute of Technolog), Dongryeol Lee (Georgia Institute of Technology), Irfan Essa
March 6, 2012
Source Camera Identification Using Auto-White Balancing Approximation (PDF)
Zhonghai Deng, Univ. of Alabama, Tuscaloosa, Arjan Gijsenij (Univ. of Amsterdam), Jingyuan Zhang, Univ. of Alabama, Tuscaloosa
January 15, 2012
Learning Nonlinear Distance Functions using Neural Network for Regression with Application to Robust Human Age Estimation (PDF)
Kent Fujiwara (The University of Tokyo), Ko Nishino (Drexel University), Jun Takamatsu, Bo Zheng (The University of Tokyo), Katsushi Ikeuchi (The University of Tokyo)
December 21, 2011
Action Recognition using Rank-1 Approximation of Joint Self-Similarity Volume (PDF)
Chuan Sun (UCF), Imran Junejo, Hassan Foroosh (UCF)
December 2, 2011
A Nonparametric Riemannian Framework on Tensor Field with Application to Foreground Segmentation (PDF)
Dynamic Manifold Warping for View Invariant Action Recognition (PDF)
Dian Gong (Univ. of Southern California), Gerard Medioni
Multi-hypothesis Motion Planning for Visual Object Tracking (PDF, slides, poster)
Haifeng Gong (University of Pennsylvania), Jack Sim (University of Pennsylvania), Maxim Likhachev (Carnegie Mellon University), Jianbo Shi (University of Pennsylvania")
Home 3D Body Scans from Noisy Image and Range Data (PDF)
Alex Weiss (Brown University), David Hirshberg (Brown University), Michael Black (Max-Planck Inst. Tuebingen)
Towards Accurate and Efficient Representation of Image Irradiance of Convex-Lambertian Objects Under Unknown Near Lighting (PDF)
Shireen Elhabian (University of Louisville), Ham Rara (University of Louisville), Aly Farag (University of Louisville)
Color Photometric Stereo for Multicolored Surfaces (PDF)
Robert Anderson (Cambridge University), Bjorn Stenger (Toshiba Research Europe Ltd), Roberto Cipolla (University of Cambridge)
Robust Topological Features for Deformation Invariant Image Matching (PDF)
Edgar Lobaton, Ramanarayan Vasudevan (University of California), Ron Alterovitz, Ruzena Bajcsy (UC Berkeley)
An adaptive coupled-layer visual model for robust visual tracking (PDF)
Luka Cehovin (University of Ljubljana), Matej Kristan (University of Ljubljana), Ales Leonardis (University of Ljubljana)
Temporally Coded Flash Illumination for Motion Deblurring (PDF)
Y-Lan Boureau, Nicolas Le Roux, francis bach, Jean Ponce (ENS Paris), Yann LeCun
Localized Principal Component Analysis based Curve Evolution: A Divide and Conquer Approach (PDF)
Vikram Appia (Georgia Tech), Balaji Ganapathy (Georgia Institute of Technology), Tracy Faber (Emory University), Anthony Yezzi (Georgia Institute of Technology)
Who Blocks Who: Simultaneous Clothing Segmentation for Grouping Images (PDF)
Wang Nan (Tsinghua University), Haizhou Ai (Tsinghua University)
Integrating Local Classifiers through Nonlinear Dynamics on Label Graphs with an Application to Image Segmentation (PDF)
Yutian Chen (UC Irvine), Andrew Gelfand, University of California (Irvine), Charless Fowlkes (UC Irvine), Max Welling (UC Irvine)
Unsupervised Metric Learning for Face Identification in TV Video (PDF)
Ramazan Gokberk Cinbis (INRIA Rhone-Alpes), Jakob Verbeek, Cordelia Schmid (INRIA)
Illumination Demultiplexing from a Single Image (PDF)
Christine Chen (ETH Zürich), Daniel Vaquero (UC Santa Barbara), Matthew Turk, University of California, Santa Barbara
Detailed Reconstruction of 3D Plant Root Shape (PDF)
Ying Zheng (Duke University), Steve Gu (Duke University), Herbert Edelsbrunner (IST Austria), Carlo Tomasi (Duke University), Philip Benfey (Duke University)
Dynamic Fluid Surface Acquisition Using a Camera Array (PDF)
Yuanyuan Ding, Feng Li (University of Delaware), Yu Ji (University of Delaware), Jingyi Yu
Spatiotemporal Oriented Energies for Spacetime Stereo (PDF)
Mikhail Sizintsev (York University), Richard Wildes (YorkUniversity)
Video Primal Sketch: A Generic Middle-Level Representation of Video (PDF)
Zhi Han (UCLA), Zongben Xu, Song-Chun Zhu (UCLA)
Parsing Video Events with Goal inference and Intent Prediction (PDF)
Mingtao Pei, School of Computer Science (Beijing Institute of Technology), Yunde Jia, Song-Chun Zhu (UCLA)
iGroup : Weakly supervised image and video grouping (PDF)
Andrew Gilbert (University of Surrey), Richard Bowden
Optimal Estimation of Vanishing Points in a Manhattan World (PDF)
Faraz Mirzaei (University of Minnesota), Stergios Roumeliotis (University of Minnesota)
Simultaneous Localization, Mapping and Deblurring (PDF)
Hee Seok Lee (Seoul National Univ.), Junghyun Kwon, Kyoung Mu Lee
Contextual Weighting for Vocabulary Tree based Image Retrieval (PDF)
Xiaoyu Wang (University of Missouri), Ming Yang (NEC Laboratories America), Timothee Cour (NEC Laboratories America), Shenghuo Zhu (NEC Laboratories America), Kai Yu, TonyX. Han
3D Scene Flow Estimation with a Rigid Motion Prior (PDF)
Christoph Vogel (ETH Zurich), Stefan Roth, Konrad Schindler
Basis constrained 3D scene flow on a dynamic proxy (PDF)
Neil Birkbeck (University of Alberta), Martin Jagersand (University of Alberta), Dana Cobzas (University of Alberta)
Similarity Invariant Classification of Events by KL Divergence Minimization (PDF)
Salman Khokhar (UCF), Mubarak Shah, Imran Saleemi (University of Central Florida)
Simultaneous Correspondence and Non-Rigid 3D Reconstruction of the Coronary Tree from Single X-ray Images (PDF)
Eduard Serradell (Institut de Robotica i Informatica Industrial (CSIC-UPC)), Adriana Romero, Computer Vision Center, Bellaterra (Spain), Rubem Leta (Hospital de la Santa Creu i Sant Pau (Spain), Carlo Gatta (University of Barcelona), Francesc Moreno)
Articulated Part-based Model for Joint Object Detection and Pose Estimation (PDF, supplementary material)
Min Sun, Silvio Savarese
Segmentation as Selective Search for Object Recognition (PDF)
Koen Van de Sande (University of Amsterdam), Jasper Uijlings (University of Trento), Theo Gevers (University of Amsterdam), Arnold Smeulders
Efficient Learning of Sparse, Distributed, Convolutional Feature Representations for Object Recognition (PDF)
Kihyuk Sohn (University of Michigan), Dae Jung (University of Michigan), Honglak Lee, Alfred Hero
Efficient Orthogonal Matching Pursuit using sparse random projections for scene and video classification (PDF)
Minimum Near-Convex Decomposition for Robust Shape Representation (PDF)
Zhou Ren (Nanyang Technological Univ.), Junsong Yuan (Nanyang Technological University), Li Chunyuan (Huazhong Univ. of Sci. and Tech.), Liu Wenyu (Huazhong Univ. of Sci. and Tech.)
Refractive Shape from Light Field Distortion (PDF)
Gordon Wetzstein, David Roodnick (University of British Columbia), Wolfgang Heidrich, Ramesh Raskar (MIT Media Lab)
Zhihu Chen (The University of HongKong), Kwan-Yee Wong (The University of HongKong), Yasuyuki Matsushita, Xiaolong Zhu (The University of Hong Kong), Miaomiao Liu (The University of HongKong)
Latent Low-Rank Representation for Subspace Segmentation and Feature Extraction (PDF)
Guangcan Liu (NUS), Shuicheng Yan
Learning A Mixture of Sparse Distance Metrics for Classification and Dimensionality Reduction (PDF)
Yi Hong (UCLA), Quannan Li (UCLA), jiayan Jiang (ucla), Zhuowen Tu
Gaussian Process Regression Flow for Analysis of Motion Trajectories (PDF)
Kihwan Kim (Georgia Institute of Technolog), Dongryeol Lee (Georgia Institute of Technology), Irfan Essa
Automatic Salient Object Extraction with Contextual Cue (PDF)
Le Wang, IAIR, XJTU (China), Jianru Xue, Nanning Zheng, Gang Hua
Predicting Occupation via Human Clothing and Contexts (PDF)
Zheng Song (National University of Singapo), Meng Wang (National University of Singapo), Xian-Sheng Hua, Shuicheng Yan
Stereo Reconstruction using High Order Likelihood (PDF)
Hoyub Jung (Seoul National University), Kyoung Mu Lee, Sang Uk Lee (Seoul National University)
What Characterizes a Shadow Boundary under the Sun and Sky? (PDF)
Xiang Huang (Northwestern University), Gang Hua, Jack Tumblin, Lance Williams
Variational Recursive Joint Estimation of Dense Scene Structure and Camera Motion from Monocular High Speed Traffic Sequences (PDF)
Florian Becker (Heidelberg University), Frank Lenzen (Heidelberg University), Joerg Kappes (Heidelberg University), Christoph Schnoerr (Heidelberg University)
Real-time Indoor Scene Understanding using Bayesian Filtering with Motion Cues (PDF)
Grace Tsai (University of Michigan), Changhai Xu (University of Texas at Austin), Jingen Liu, Benjamin Kuipers
Physically-based Motion Models for 3D Tracking: A Convex Formulation (PDF)
Mathieu Salzmann (TTI Chicago), Raquel Urtasun
Modeling Temporal Coherence for Optical Flow (PDF)
Sebastian Volz (Saarland University), Andres Bruhn (Saarland University), Levi Valgaerts (Saarland University), Henning Zimmer
Optical Flow Estimation Using Learned Sparse Model (PDF)
Kui Jia (Chinese Univ. of Hong Kong), Xiaogang Wang (The Chinese University of Hong Kong), Xiaoou Tang (CUHK)
Efficient Similarity Search for Covariance Matrices via the Jensen-Bregman LogDet Divergence (PDF)
Anoop Cherain (University of Minnesota), Suvrit Sra (Max Planck Institute for Biological Cybernetics), Arindam Banerjee (University of Minnesota (Twin Cities), Nikolaos Papanikolopoulos)
Scalable Object-Class Retrieval with Approximate and Top-k Ranking (PDF)
Mohammad Rastegari, Chen Fang, Lorenzo Torresani
Visual Word Disambiguation by Semantic Contexts (PDF)
Yu Su, University of Caen (France), Frederic Jurie
A Convex Framework for Image Segmentation with Moment Constraints (PDF)
Maria Klodt (TU München), Daniel Cremers (TU Munich)
Active Geodesics: Region based Active Contour Segmentation with a Global Edge based Constraint (PDF)
Vikram Appia (Georgia Tech), Anthony Yezzi (Georgia Institute of Technology)
Describing People: A Poselet-Based Approach to Attribute Classification (PDF, project) - formely: Describing People: A Part-Based Approach to Attribute Classification
Ensemble of Exemplar-SVMs for Object Detection and Beyond (PDF, project,code,results,slides) - formely: Discriminative Exemplar-based Object Detection and Association
Extracting Adaptive Contextual Cues from Unlabeled Regions (PDF, project) - formely: Exploiting Regions Void of Labels to Extract Adaptive Contextual Cues
Recognizing Jumbled Images: The Role of Local and Global Information in Image Classification (PDF) - formely: In Favor of Globalization: Recognizing Jumbled Images
Multiclass Transfer Learning from Unconstrained Priors (PDF) - formely: Free Your Hands From Prior Knowledge: Multiclass Transfer Learning from Unconstrained Priors
Luo Jie, Tatiana Tommasi, Barbara Caputo
August 26, 2011
A New Distance for Scale-Invariant 3D Shape Recognition and Registration (PDF, project,dataset)
Minh-Tri Pham, Oliver J. Woodford, Frank Perbet, Atsuto Maki, Björn Stenger, Roberto Cipolla
August 25, 2011
Birdlets: Subordinate Categorization Using Volumetric Primitives and Pose-Normalized Appearance (PDF, project)
Discriminative Multi-Manifold Analysis for Face Recognition from a Single Training Sample per Person (PDF)
Jiwen Lu (Nanyang Technological University, Singapore), Yap-Peng Tan (Nanyang Technological University, Singapore), Gang Wang (Nanyang Technological University, Singapore / Advanced Digital Sciences Center, Singapore)
Full DOF tracking of a hand interacting with an object by modeling occlusions and physical constraints (PDF, project, videos)
Birdlets: Subordinate Categorization Using Volumetric Primitives and Pose-Normalized Appearance (project) - formely: Subordinate Categorization Using Volumetric Primitives and Pose-Normalized Appearance
Rajitha Navarathna (Queensland University of Technology, Australia), Sridha Sridharan (Queensland University of Technology, Australia), Simon Lucey (CSIRO, Queensland University of Technology, Australia)
Handling Outliers in Non-Blind Image Deconvolution (project)