Link to video lectures.

Object Recognition I: Context

Object-Graphs for Context-Aware Category Discovery (PDF, project)
Yong Jae Lee, Kristen Grauman
Grouplet: a Structured Image Representation for Recognizing Human and Object Interactions (PDF)
Bangpeng Yao, Li Fei-Fei
[BEST PAPERS HONORABLE MENTION AWARD] Modeling Mutual Context of Object and Human Pose in Human-Object Interaction Activities (PDF)
Bangpeng Yao, Li Fei-Fei
The Chains Model for Detecting Parts by Their Context (PDF, supplementary material)
Leonid Karlinsky, Michael Dinerstein, Daniel Harari, Shimon Ullman


Detecting and Sketching the Common (PDF)
Shai Bagon, Or Brostovski, Meirav Galun, Michal Irani
High Performance Object Detection by Collaborative Learning of Joint Ranking of Granule Features (PDF)
Chang Huang, Ram Nevatia
P-N Learning: Bootstrapping Binary Classifiers from Unlabeled Data by Structural Constraints (PDF)
Zdenek Kalal, Jiri Matas, Krystian Mikolajczyk
3D Scene Priors for Road Detection (PDF)
Jose M. Alvarez, Theo Gevers, Antonio M. Lopez
Toward Coherent Object Detection And Scene Layout Understanding (PDF)
Yingze Bao, Min Sun, Silvio Savarese
What is an object? (PDF)
Bogdan Alexe, Thomas Deselaers, Vittorio Ferrari
Fast Globally Optimal 2D Human Detection with Loopy Graph Models (PDF)
Tai-Peng Tian, Stan Sclaroff
Cascaded L1-norm Minimization Learning (CLML) Classifier for Human Detection (PDF)
Ran Xu, Baochang Zhang, Qixiang Ye, jian bin Jiao
Convex Shape Decomposition (PDF)
Liu Hairong, Longin Jan Latecki, Liu Wenyu
A theory of phase-sensitive rotation invariance with spherical harmonic and moment-based representations (PDF)
Ramakrishna Kakarala, Dansheng Mao
Multi-Class Object Localization by Combining Local Contextual Interactions (PDF)
Carolina Galleguillos, Brian McFee, Gert Lanckriet
Automatic discovery of meaningful object parts with latent CRFs (PDF, supplementary material)
Paul Schnitzspan, Stefan Roth, Bernt Schiele
Exploiting Hierarchical Context on a Large Database of Object Categories (PDF, Project)
Myung Jin Choi, Joseph Lim, Antonio Torralba
Learning Appearance in Virtual Scenarios for Pedestrian Detection (PDF, datasets)
Francisco Marin Tur, David Vazquez, David Geronimo, Antonio M. Lopez

Color, Texture, Illumination and Reflectance:

Polynomial Shape from Shading (PDF)
Ady Ecker, Allan Jepson
Analysis of Light Transport in Scattering Media (PDF)
Yasuhiro Mukaigawa, Yasushi Yagi, Ramesh Raskar
A New Texture Descriptor Using Multifractal Analysis in Multi-orientation Wavelet Pyramid (PDF)
Yong Xu, Xiong Yang, Haibin Ling, Hui Ji


A Content-Aware Image Prior (PDF)
Taeg Sang Cho, Neel Joshi, Larry Zitnick, Sing Bing Kang, Richard Szeliski, William Freeman
Learning from Interpolated Images using Neural Networks for Digital Forensics (PDF)
Yizhen Huang, Na Fan
A probabilistic image jigsaw puzzle solver (PDF, project)
Taeg Sang Cho, Shai Avidan, William T. Freeman
Dynamic Texture Recognition based on Distributions of Spacetime Oriented Structure (PDF, project, supplementary material)
Konstantinos Derpanis, Richard Wildes
Finding Dots: Segmentation as Popping out Regions from Boundaries (PDF)
Elena Bernardis, Stella Yu
Estimating Optical Properties of Layered Surfaces Using the Spider Model (PDF, project, video)
Tetsuro Morimoto, Robby Tan, Rei Kawakami, Katsushi Ikeuchi
Optimal HDR Reconstruction with Linear Digital Cameras (PDF)
Miguel Granados Velasquez, Boris Ajdin, Michael Wand, Christian Theobalt, Hans-Peter Seidel, Hendrik Lensch
Learning to Recognize Shadows in Monochromatic Natural Images (PDF)
Jiejie Zhu, Kegan Samuel, Syed Zain Masood, Marshall Tappen
Context-Constrained Hallucination for Image Super-Resolution (PDFabstract)
Jian Sun, Jiejie Zhu, Marshall Tappen
Exploring Features in a Bayesian Framework for Material Recognition (PDF)
Ce Liu, Lavanya Sharan, Edward Adelson, Ruth Rosenholtz
Image Restoration and Disparity Estimation from an Uncalibrated Multi-Layered Image (PDF)
Takahiro Yano, Masao Shimizu, Masatoshi Okutomi
Estimation of Image Bias Field with Sparsity Constraints (PDF)
Yuanjie Zheng, James Gee
Performance Evaluation of Color Correction Approaches for Automatic Multi-view Image and Video Stitching
Wei Xu, Jane Mulligan
Surface Color Estimation Based on Inter- and Intra-Pixel Relationships in Outdoor Scenes
Shun Hirose, Tsuyoshi Suenaga, Kentaro Takemura, Rei Kawakami, Jun Takamatsu, Tsukasa Ogasawara
Estimating demosaicing algorithms using image noise variance (PDF)
Jun Takamatsu, Yasuyuki Matsushita, Tsukasa Ogasawara, Katsushi Ikeuchi
Object-to-Object Color Transfer: Optimal Flows and SMSP Transformations (PDF)
Daniel Freedman, Pavel Kisilev
The Phase Only Transform for unsupervised surface defect detection (PDF)
Dror Aiger, Hugues Talbot
Direct Image Alignment of Projector-Camera Systems with Planar Surfaces (PDF)
Samuel Audet, Masatoshi Okutomi, Masayuki Tanaka
Spatialized Epitome and Its Applications (PDF)
Xinqi Chu, Shuicheng Yan, Liyuan Li, Kap Luk Chan, Thomas Huang
Global Optimization for Estimating a BRDF with Multiple Specular Lobes (PDF)
Chanki Yu, Yongduek Seo, Sang-Wook Lee
An Approach to Vectorial Total Variation based on Geometric Measure Theory (PDF)
Bastian Goldluecke, Daniel Cremers
Robust Order-based Methods for Feature Description (PDF, code)
Raj Gupta, Harshal Patil, Anurag Mittal

Computational Photography

A Theory of Plenoptic Multiplexing (PDF, Project, movie, supplemental material, source code )
Ivo Ihrke, Gordon Wetzstein, Wolfgang Heidrich
Non-uniform Deblurring for Shaken Images (PDF)
Oliver Whyte, Josef Sivic, Andrew Zisserman, Jean Ponce
Axial Light Field for Curved Mirrors: Reflect Your Perspective, Widen Your View (PDF)- formely: Lightfield Analysis of Curved Mirrors: Reflect Your Perspective
Yuichi Taguchi, Amit Agrawal, Srikumar Ramalingam, Ashok Veeraraghavan
Rectifying rolling shutter video from hand-held devices (PDF, project, videos, supplementary material)
Per-Erik Forssen, Erik Ringaby


Correcting Over-Exposure in Photographs (PDF)
Dong Guo, Yuan Cheng, Terence Sim
Denoising vs. Deblurring: HDR Imaging Techniques Using Moving Cameras (PDF, project, videos, results)
Li Zhang, Alok Deshpande, Xin Chen
Gradient-directed Composition of Multi-exposure Images - formely: Gradient-directed High Dynamic Range Imaging
Wei Zhang, Cham Wai-Kuen
Warp Propagation for Video Resizing (PDF, project, video)
Yuzhen Niu, Feng Liu, Xueqing Li, Michael Gleicher
Sensor Saturation in Fourier Multiplexed Imaging (PDF, movie, project)
Gordon Wetzstein, Ivo Ihrke, Wolfgang Heidrich
Noise-Optimal Capture for High Dynamic Range Photography (PDF, project, supplementary material, dataset)
Samuel Hasinoff, Fredo Durand, William Freeman
Using Optical Defocus to Denoise (PDF)
Qi Shan, Jiaya Jia, Sing Bing Kang, Zenglu Qin
Discontinuous Seam-Carving for Video Retargeting (PDF, project, video)
Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan Essa
Hybrid Shift Map for Video Retargeting (PDF)
Yiqun Hu, Deepu Rajan
Geo-location estimation from two shadow trajectories (PDF, project)
Lin Wu, Xiaochun Cao
Estimating satellite attitude from pushboom sensors
Regis Perrier, Elise Arnaud, Peter Sturm, Mathias Ortner
Optimal Coded Sampling for Temporal Super-Resolution (PDF)
Amit Agrawal, Mohit Gupta, Ashok Veeraraghavan, Srinivasa Narasimhan
Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution (PDF, video)
Michael Hirsch, Suvrit Sra, Bernhard Schölkopf, Stefan Harmeling
Regenerative Morphing (PDF, project, video)
Eli Shechtman, Alex Rav-Acha, Michal Irani, Steve Seitz

Shape Representation and Matching: Urban Scenes

Rectilinear Parsing of Architecture in Urban Environment (PDF)
Peng Zhao, Tian Fang, Honghui Zhang, Jianxiong Xiao, Long Quan, Qinping Zhao
Hybrid Multi-view Reconstruction by Jump-Diffusion (PDF)
Florent Lafarge, Renaud Keriven, Mathieu Bredif, Hoang Hiep Vu
Building Reconstruction using Manhattan-World Grammars (PDF)
Carlos Vanegas, Daniel Aliaga, Bedrich Benes
Estimating Camera Pose from a Single Urban Ground-View Omnidirectional Image and a 2D Building Outline Map (PDF)
Tat-Jen Cham, Arridhana Ciptadi, Wei-Chian Tan, Minh-Tri Pham, Liang-Tien Chia


Posture Invariant Surface Description and Feature Extraction (PDF)
Stefanie Wuhrer, Zouhour Ben Azouz, Chang Shu
Dense Non-rigid Surface Registration Using High-Order Graph Matching (PDF)
Yun Zeng, Chaohui Wang, Yang Wang, Xianfeng Gu, Dimitris Samaras, Nikos Paragios
Line Matching Leveraged By Point Correspondences (PDF)
Bin Fan, Fuchao Wu, Zhanyi Hu
Detecting and Parsing Architecture at City Scale from Range Data (PDF)
Alexander Toshev, Philippos Mordohai, Ben Taskar
Dynamic and Scalable Large Scale Image Reconstruction (PDF, project, videos)
Christoph Strecha, Timo Pylvanainen, Pascal Fua
Learning 3D Shape from a Single Facial Image via Non-linear Manifold Embedding and Alignment (PDF)
Xianwang Wang, Ruigang Yang
Adaptive Pose Priors for Pictorial Structures (PDF, project)- formely: Locally-Parametric Pictorial Structures
Benjamin Sapp, Chris Jordan, Ben Taskar
A Game-Theoretic Approach to Fine Surface Registration without Initial Motion Estimation (PDF)
Andrea Albarelli, Andrea Torsello, Emanuele Rodola
Global and Local Isometry-Invariant Descriptor for 3D Shape Comparison and Partial Matching (PDF)
Huai-Yu Wu
Point-Based Non-Rigid Surface Registration with Accuracy Estimation
Hidekata Hontani, Wataru Watanabe
3D Shape Correspondence by Isometry-Driven Greedy Optimization (PDF, PPT)
Yusuf Sahillioglu, Yucel Yemez
On Growth and Formlets: Sparse Multi-Scale Coding of Planar Shape (PDF)
Timothy Oleskiw, James Elder, Gabriel Peyr
Growing semantically meaningful models for visual SLAM (PDF)
Alexander Flint, Christopher Mei, David Murray
Diffeomorphic Sulcal Shape Analysis for Cortical Surface Registration
Shantanu Joshi, Ryan Cabeen, Anand Joshi, Roger Woods, Arthur Toga

Motion and Tracking I: Tracking People

Monocular 3D pose estimation and tracking by detection (PDF, videos, datasets)
Mykhaylo Andriluka, Stefan Roth, Bernt Schiele
Dynamical Binary Latent Variable Models for 3D Human Pose Tracking (PDF)
Graham Taylor, Leonid Sigal, David Fleet, Geoffrey Hinton
Contour People: A Parameterized Model of 2D Articulated Human Shape (PDF)
Oren Freifeld, Alex Weiss, Silvia Zuffi, Michael Black
Combining Discriminative and Generative Methods for 3D Deformable Surface and Articulated Pose Reconstruction (PDF, project, videos)
Mathieu Salzmann, Raquel Urtasun
Efficient Extraction of Human Motion Volumes by Tracking (PDF)
Juan Carlos Niebles, Bohyung Han, Li Fei-Fei
Multisensor-Fusion for 3D Full-Body Human Motion Capture (dataset)
Gerard Pons-Moll, Andreas Baak, Thomas Helten, Meinard Mueller, Hans-Peter Seidel, Bodo Rosenhahn
An Object-Dependent Hand Pose Prior from Sparse Training Data (PDF)
Henning Hamer, Juergen Gall, Thibaut Weise, Luc Van Gool
Vehicle Detection and Tracking in Wide Field-of-View Aerial Video
Jianjian Xiao, Hui Cheng, Harpreet Sawhney, Feng Han
Multi-Target Tracking by On-Line Learned Discriminative Appearance Models (PDF)
Cheng-Hao Kuo, Chang Huang, Ram Nevatia
Tracking with Local Spatio-Temporal Motion Patterns in Extremely Crowded Scenes (PDF, video 1, video 2, video 3)
Louis Kratz, Ko Nishino
AAM based Face Tracking with Temporal Matching and Face Segmentation (PDF)
Mingcai Zhou, Lin Liang, Jian Sun, Yangsheng Wang
Human Identity Recognition in Aerial Images (PDF, project, dataset, source code)
Omar Oreifej, Ramin Mehran, Mubarak Shah
Silhouette Transformation based on Walking Speed for Gait Identification (PDF)
Yasushi Makihara, Akira Tsuji, Yasushi Yagi
PROST: Parallel Robust Online Simple Tracking (PDF, project, videos, dataset)
Jakob Santner, Christian Leistner, Amir Saffari, Thomas Pock, Horst Bischof
Player Localization Using Multiple Static Cameras for Sports Visualization (PDF)
Raffay Hamid, Ramkrishan Kumar, Matthias Grundmann, Kihwan Kim, Irfan Essa, Jessica Hodgins
An Online Approach: Learning-Semantic-Scene-by-Tracking and Tracking-by-Learning-Semantic-Scene (PDF, video)
Xuan Song, Xiaowei Shao, Huijing Zhao, Jinshi Cui, Ryosuke Shibasaki, Hongbin Zha
Tracking People Interacting with Objects (PDF)
Hedvig Kjellstrom, Michael Black, Danica Kragic
Real Time Motion Capture using a Single Time-Of-Flight Camera (PDF)
Varun Ganapathi, Christian Plagemann, Sebastian Thrun, Daphne Koller

Sparsity and Convex Optimisation + Applications posters

RASL: Robust Alignment by Sparse and Low-rank Decomposition for Linearly Correlated Images (PDF)
Yigang Peng, Arvind Balasubramanian, John Wright, Ma Yi
[BEST PAPER AWARD] Efficient Computation of Robust Low-Rank Matrix Approximations in the Presence of Missing Data using the $L_1$ Norm (PDF)
Anders Eriksson, Anton van den Hengel
On the design of robust classifiers for computer vision (PDF)
Hamed Masnadi-Shirazi, Nuno Vasconcelos, Vijay Mahadevan
Online-Batch Strongly Convex Multi Kernel Learning (PDF)
Francesco Orabona, Jie Luo, Barbara Caputo
Efficient Joint 2D and 3D Palmprint Matching with Alignment Refinement (PDF, project)
Wei Li, Lei Zhang, david Zhang, Guangming Lu, Jingqi Yan
Harvesting Large-Scale Weakly-Tagged Image Databases from the Web
Jianping Fan
Visual Recognition using Mappings that Replicate Margins (PDF)
Lior Wolf, Nathan Manor
An Eye for an Eye: A Single Camera Gaze-Replacement Method (PDF)
Lior Wolf, Ziv Freund, Shai Avidan
Ink-Bleed Reduction using Functional Minimization
Grani Adiwena Hanasusanto, Michael Brown, Zheng Wu
Action Classification on Product Manifolds (PDF)
Yui Man Lui, J Ross Beveridge, Michael Kirby
Motion Fields to Predict Play Evolution in Dynamic Sport Scenes (PDF, project, video, slides)
Kihwan Kim, Matthias Grundmann, Ariel Shamir, Iain Matthews, Jessica Hodgins, Irfan Essa
SPEC Hashing: Similarity Preserving algorithm for Entropy-based Coding (PDF)
Ruei-Sung Lin, David Ross, Jay Yagnik
Shape-based Similarity Retrieval of Doppler Images for Clinical Decision Support - formely: Clinical Decision Support using Shape-based Similarity Retrieval of Doppler Images
Tanveer Syeda-Mahmood, Pavan Turaga, David Beymer, Fei Wang, Arnon Amir, Kilian Pohl, Hayit Greenspan
Real-Time Vehicle Global Localisation with a Single Camera in Dense Urban Areas: Exploitation of Coarse 3D City Models (PDF)
Pierre Lothe, Steve Bourgeois, Eric Royer, Michel Dhome, Sylvie Naudet Collette
Taxonomic Classification for Web-based Videos (PDF)
Yang Song, Ming Zhao, Jay Yagnik, Xiaoyun Wu
YouTubeCat: Learning to Categorize Wild Web Videos (PDF)
Zheshen Wang, Ming Zhao, Yang Song, Sanjiv Kumar, Baoxin Li
Covering Trees and Lower-bounds on Quadratic Assignment (PDF)
Julian Yarkony, Charless Fowlkes, Alex Ihler
Efficient Piecewise Learning for Conditional Random Fields (PDF)
Karteek Alahari, Chris Russell, Philip H. S. Torr

Object Recognition II: Using Language

Multimodal semi-supervised learning for image classication (PDF, Project)
Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid
What Helps Where - And Why? Semantic Relatedness for Knowledge Transfer (PDF)
Marcus Rohrbach, Michael Stark, Gyö Szarvas, Bernt Schiele, Iryna Gurevych
Towards Semantic Embedding in Visual Vocabulary (PDF, project)
Rongrong Ji, Hongxun Yao, Xiaoshuai Sun


Exploiting Monge Structures in Optimum Subwindow Search
Senjian An, Patrick Peursum, Wanquan Liu, Svetha Venkatesh, Xaioming Chen
Unified Real-Time Tracking and Recognition with Rotation-Invariant Fast Features (PDF)
Gabriel Takacs, Vijay Chandrasekhar, Sam Tsai, David Chen, Radek Grzeszczuk, Bernd Girod
Fast Polygonal Integration and Its Application in Extending Haar-like Features to Improve Object Detection (PDF, supplementary material)
Minh-Tri Pham, Viet-Dung Hoang, Tat-Jen Cham, Yang Gao
Object Detection via Boundary Structure Segmentation (PDF)
Alexander Toshev, Ben Taskar, Kostas Daniilidis
Implicit Hierarchical Boosting for Multi-view Object Detection
Xavier Perrotton, Marc Sturzel, Michel Roux
Connecting Modalities: Semi-supervised Segmentation and Annotation of Images Using Unaligned Text Corpora (PDF)
Richard Socher, Li Fei-Fei
Support Vector Regression for Multi-View Gait Recognition based on Local Motion Feature Selection
Worapan Kusakunniran, Qiang Wu, Jian Zhang, Hongdong Li
Integrated Pedestrian Classification and Orientation Estimation (PDF)
Markus Enzweiler, Dariu Gavrila
Multi-Cue Pedestrian Classification with Partial Occlusion Handling (PDF)
Markus Enzweiler, Angela Eigenstetter, Bernt Schiele, Dariu Gavrila
Model Globally, Match Locally: Efficient and Robust 3D Object Recognition (Abstract)
B. Drost, Markus Ulrich, N. Navab, S. Ilic
Visual Recognition and Detection Under Bounded Computational Resources (PDF)
Sudheendra Vijayanarasimhan, Ashish Kapoor
Talking Pictures: Temporal Grouping and Dialog-Supervised Person Recognition (PDF, supplementary material) - formely: Naming People from Dialog: Temporal Grouping and Weak Supervision
Timothee Cour, Ben Sapp, Akash Nagle, Ben Taskar
An Efficient Divide-and-Conquer Cascade for Nonlinear Object Detection (PDF, implementation)
Christoph H. Lampert
New Features and Insights for Pedestrian Detection (PDF)
Stefan Walk, Nikodem Majer, Konrad Schindler, Bernt Schiele
Efficient Rotation Invariant Object Detection using Boosted Random Ferns
Michael Villamizar, Alberto Sanfeliu, Francesc Moreno-Noguer, Juan Andrade-Cetto
Fast and Robust Object Segmentation with the Integral Linear Classifier (PDF)
David Aldavert, Arnau Ramisa, Ricardo Toledo, Ramon Lopez de Mantaras
Segmenting Video Into Classes of Algorithm-Suitability (PDF, project, supplementary material, video)
Oisin Mac Aodha, Gabriel J Brostow, Marc Pollefeys
Latent Hierarchical Structural Learning for Object Detection (PDF)
Leo Zhu, Yuanhao Chen, Antonio Torralba, Alan Yuille, William Freeman
A Steiner Tree approach to efficient object detection (PDF)
Olga Russakovsky, Quoc Le, Andrew Ng
Cascaded Pose Regression (PDF)
Piotr Dollar, Peter Welinder, Pietro Perona
Free-Shape Subwindow Search for Object Localization (PDF)
Zhiqi Zhang, Yu Cao, Dhaval Salvi, Kenton Oliver, Jarrell Waggoner, Song Wang
Improving web image search results using query-relative classifiers (Project) - formely: Improving web-image search results using query-independent classifiers
Josip Krapac, Moray Allan, Jakob Verbeek, Frédéric Jurie

Shape from X:

Using Cloud Shadows to Infer Scene Structure and Camera Calibration (PDF)
Nathan Jacobs, Brian Bies, Robert Pless
Depth from Diffusion (PDF)
Changyin Zhou, Oliver Cossairt, Shree Nayar
Self-calibrating Photometric Stereo (PDF)
Boxin Shi, Yasuyuki Matsushita, Yichen Wei, Chao Xu, Ping Tan


Geometric Properties of Multiple Reflections in Catadioptric Camera with Two Planar Mirrors
Xianghua Ying, Kun Peng, Ren Ren, Hongbin Zha
Recovering Thin Structures via Nonlocal-Means Regularization with Application to Depth from Defocus (PDF)
Paolo Favaro
Upsampling Range Data in Dynamic Environments (PDF, project, videos, dataset, implementations) - formely: Super-Resolution of Range Data in Dynamic Environments Using a Gaussian Framework
Jennifer Dolson, Jongmin Baek, Christian Plagemann, Sebastian Thrun
Object Cut: Complex 3D Object Reconstruction through Line Drawing Separation
Tianfan Xue, Jianzhuang Liu, Xiaoou Tang
Consensus Photometric Stereo (PDF)
Tomoaki Higo, Yasuyuki Matsushita, Katsushi Ikeuchi
Model Evolution: An Incremental Approach to Non-Rigid Structure from Motion (PDF, project, video)
Shengqi Zhu, Li Zhang, Brandon Smith
3D Shape Scanning with a Time-of-Flight Camera (PDF)
Christian Theobalt, Yan Cui, Sebastian Schuon, Sebastian Thrun, Derek Chan
Refinement of Digital Elevation Models from Shadowing Cues (PDF)
James Hogan, William Smith
Simultaneous Pose, Correspondence and Non-Rigid Shape (PDF)
Jordi Sanchez, Jonas Ostlund, Pascal Fua, Francesc Moreno-Noguer
Surface Extraction from Binary Volumes with Higher-Order Smoothness (PDF)
Victor Lempitsky
A Framework for Ultra High Resolution 3D Imaging (PDF)
Zheng Lu, Yu-Wing Tai, Moshe Ben-Ezra, Michael Brown
3D Reconstruction of Glossy Surfaces Using Stereo Cameras and Projector-Display
Masaki Yamazaki, Gang Xu
Simultaneous Point Matching and 3D Deformable Surface Reconstruction (PDF)
Appu Shaji, Aydin Varol, Lorenzo Torresani, Pascal Fua
Shape and Refractive Index Recovery from Single-View Polarisation Images (PDF)
Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin Hancock
High-Resolution Modeling of Moving and Deforming Objects Using Sparse Geometric and Dense Photometric Measurements (PDF, project, movie)
Yi Xu, Daniel Aliaga
Specular Surface Reconstruction from Sparse Reflection Correspondences (PDF)
Aswin Sankaranarayanan, Ashok Veeraraghavan, Oncel Tuzel, Amit Agrawal
Single Image Depth Estimation From Predicted Semantic Labels (PDF)
Beyang Liu, Stephen Gould, Daphne Koller
Robust Piecewise-Planar 3D Reconstruction and Completion from Large-Scale Unstructured Point Data (PDF)
Anne-Laure Chauve, Patrick Labatut, Jean-Philippe Pons

Stereo and Structure from Motion I

Probabilistic Temporal Inference on Reconstructed 3D Scenes (PDF, videos)
Grant Schindler, Frank Dellaert
Piecewise Planar and Non-Planar Stereo for Urban Scene Reconstruction (PDF, project, video)
David Gallup, Jan-Michael Frahm, Marc Pollefeys
Disambiguating Visual Relations Using Loop Constraints (PDF)
Christopher Zach, Manfred Klopschitz, Marc Pollefeys


Towards Internet-scale Multi-view Stereo (videos)
Yasutaka Furukawa, Brian Curless, Steven M. Seitz, Richard Szeliski
Reconstruction of Display and Eyes from a Single Image
Dirk Schnieders, Xingdou Fu, Kwan-Yee Wong
Outlier Removal Using Duality (PDF)
Carl Olsson, Anders Eriksson, Richard Hartley
A Constant-Space Belief Propagation Algorithm for Stereo Matching (PDF)
Qingxiong Yang, Liang Wang, Narendra Ahuja
Evaluation of Stereo Confidence Indoors and Outdoors (PDF)
Xiaoyan Hu, Philippos Mordohai
Pushing the Envelope of Modern Methods for Bundle Adjustment (PDF, abstract)
Yekeun Jeong, David Nister, Drew Steedly, Richard Szeliski, In So Kweon
Quasi-Dense 3D Reconstruction using Tensor-based Multiview Stereo
Tai-Pang Wu, Sai-Kit Yeung, Jiaya Jia, Chi-keung Tang
Accurate 3D Face Reconstruction from Weakly Calibrated Wide Baseline Images
Yuping Lin, Gerard Medioni, Jongmoo Choi
Live Dense Reconstruction with a Single Moving Camera (PDF)
Richard Newcombe, Andrew Davison
Multi-View Scene Flow Estimation: A View Centered Variational Approach (PDF)
Tali Bahsa, Yael Moses, Nahum Kiryati
Egomotion using assorted features
Vivek Pradeep, Jongwoo Lim
Monocular SLAM with Locally Planar Landmarks via Geometric Rao-Blackwellized Particle Filtering on Lie groups (PDF, video)
Junghyun Kwon, Kyoung Mu Lee
Ray Markov Random Fields for Image-Based 3D Modeling: Model and Efficient Inference (PDF)
Shubao Liu, David Cooper
3D Curve Sketch: Flexible Curve-Based Stereo Reconstruction and Calibration (PDF)
Ricardo Fabbri, Benjamin B. Kimia
Scalable Active Matching (PDF)
Ankur Handa, Margarita Chli, Hauke Strasdat, Andrew Davison
Triangulation Made Easy (PDF)
Peter Lindstrom
Simultaneous surveillance camera calibration and foot-head homology estimation from human detections (PDF)
Branislav Micusik, Tomas Pajdla
Surface Stereo with Soft Segmentation (PDF)
Michael Bleyer, Carsten Rother, Pushmeet Kohli
Admissible Linear Map Models of Linear Cameras (PDF)
Guillaume Batog, Xavier Goaoc, Jean Ponce
Exploiting Global Connectivity Constraints for Reconstruction of 3D Line Segment from Images (PDF, project, results, datasets)
A. Jain, C. Kurz, T. Thormählen, H.-P. Seidel
Improving the Efficiency of Hierarchical Structure-and-Motion
Riccardo Gherardi, Michela Farenzena, Andrea Fusiello
Multiview Constraints in Frequency Space and Camera Calibration from Unsynchronized Images
Hiroki Matsumoto, JUN SATO, Fumihiko Sakaue

Motion and Tracking II

Visual Tracking Decomposition (PDF, project, video)
Junseok Kwon, Kyoung Mu Lee
A Globally Optimal Data-Driven Approach for Image Distortion Estimation (PDF, project, videos, results)
Yuandong Tian, Srinivasa Narasimhan
Tracking the Invisible: Learning Where the Object Might be (PDF, supplementary material)
H. Grabner, J. Matas, L. Van Gool, P. Cattin
Motion Detail Preserving Optical Flow Estimation (PDF)
Li Xu, Jiaya Jia, Yasuyuki Matsushita


Modeling Pixel Process with Scale Invariant Local Patterns for Background Subtraction in Complex Scenes (PDF)
Shengcai Liao, Guoying Zhao, Vili Kellokumpu, Matti Pietikäen, Stan Li
Real-time Tracking of Multiple Occluding Objects using Level Sets
Charles Bibby, Ian Reid
Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles (PDF)
Bineng Zhong, Hongxun Yao, Sheng Chen, R.-R. Ji, Xiaotong Yuan, Shaohui Liu, Wen Gao
Visual Tracking via Incremental Self-tuning Particle Filtering on the Affine Group (PDF)
Min Li, Wei Chen, Kaiqi Huang, Tieniu Tan
Warping Background Subtraction (PDF)
Teresa Ko, Stefano Soatto, Deborah Estrin
Free-Form Mesh Tracking : a Patch-Based Approach (PDF, video)
Cedric Cagniart, Edmond Boyer, Slobodan Ilic
Trajectory Matching from Unsynchronized Videos (PDF)
Han Hu, Jie Zhou
Rapid Selection of Reliable Templates for Visual Tracking (PDF, Abstract)
Nicolas Alt, Stefan Hinterstoisser, Nassir Navab
Generalized Simultaneous Registration and Segmentation (PDF)
Pratim Ghosh, Mehmet Emre Sargin, B.S. Manjunath
A Probabilistic Framework for Joint Segmentation and Tracking (PDF)
Chad Aeschliman, Johnny Park, Avi Kak
Probabilistic 3D Occupancy Flow with Latent Silhouette Cues (PDF)
Li Guan, Jean-Sebastien Franco, Edmond Boyer, Marc Pollefeys
Novel Observation Model for Probabilistic Object Tracking
Dawei Liang, Qingming Huang, Hongxun Yao, Shuqiang Jiang, wen Gao
Online Multiple Instance Learning with No Regret (PDF)
Li Mu, James Kwok, Lu Bao-liang
Dynamic Surface Matching by Geodesic Mapping for 3D Animation Transfer (PDF)
Tony Tung, Takashi Matsuyama

Statistical Methods and Learning I: Low-Level Vision / Denoising

A generative perspective on MRFs in low-level vision (PDF, supplementary material)
Uwe Schmidt, Qi Gao, Stefan Roth
Manifold Blurring Mean Shift Algorithms (PDF)
Weiran Wang, Miguel Carreira-perpinan
Increasing depth resolution of Electron Microscopy of Neural circuits using Sparse Tomographic reconstruction (PDF)
Ashok Veeraraghavan, Alex Genkin, Shiv Vitaladevuni, Lou Scheffer, Shan Xu, Harald Hess, Graham Knott, Dmitri Chklovskii
SVM for Edge-Preserving Filtering (PDF)
Qingxiong Yang, Shengnan Wang, Narendra Ahuja
Modeling and Estimating Persistent Motion with Geometric Flows (PDF)
Dahua Lin, Eric Grimson, John Fisher
Robust video denoising using low rank matrix completion (PDF)
Hui Ji, Chaoqiang Liu, Zuowei Shen, Yuhong Xu
Personalization of Image Enhancement (PDF)
Sing Bing Kang, Ashish Kapoor, Dani Lischinski
Adaptive Linear Predictors for Real-Time Tracking (Abstract)
S. Holzer , S. Ilic, N. Navab
Transform Coding for Fast Approximate Nearest Neighbor Search in High Dimensions
Jonathan Brandt
Multilinear Pose and Body Shape Estimation of Dressed Subjects from Image Sets (PDF)
N. Hasler, H. Ackermann, B. Rosenhahn, T. Thormählen, H.-P. Seidel
Linear View Synthesis Using a Dimensionality Gap Light Field Prior (PDF)
Anat Levin, Fredo Durand
Multi-Target Tracking by On-Line Learned Discriminative Appearance Models (PDF)
Cheng-Hao Kuo, Chang Huang, Ram Nevatia
Abrupt Motion Tracking via Adaptive Stochastic Approximation Monte Carlo Sampling
Xiuzhuang Zhou, yao Lu
Boosting for Transfer Learning with Multiple Auxiliary Domains
Gianfranco Doretto, Yi Yao
Energy Minimization for Linear Envelope MRFs (PDF)
Pushmeet Kohli, M. Pawan Kumar
Unified Graph Matching in Euclidean Spaces (PDF)
Julian McAuley, Teofilo de Campos, Tiberio Caetano
On-line Semi-supervised Multiple-Instance Boosting (PDF) formely - Space-time Regularization for Semi-supervised On-line Boosting
Bernhard Zeisl, Christian Leistner, Amir Saffari, Horst Bischof
Robust RVM Regression Using Sparse Outlier Model - formely: Robust Relevance Vector Machine Regression
Kaushik Mitra, Ashok Veeraraghavan, Rama Chellappa
Parametric Dimensionality Reduction by Unsupervised Regression (PDF)
Miguel Carreira-perpinan, Zhengdong Lu
Spherical Embeddings for non-Euclidean Dissimilarities
Richard Wilson, Edwin Hancock, Robert Duin, Elzbieta Pekalska
Moving Vistas: Exploiting Motion for Describing Scenes (PDF)
Nitesh Shroff, Pavan Turaga, Rama Chellappa
Part and Appearance Sharing: Recursive Compositional Models for Multi-View Multi-Object Detection (PDF)
Leo Zhu, Yuanhao Chen, Antonio Torralba, William Freeman, Alan Yuille
Randomized Hybrid Linear Modeling by Local Best-fit Flats (PDF)
Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman
Improving State-of-the-Art OCR through High-Precision Document-Specific Modeling (PDF)
Andrew Kae, Gary Huang, Erik Learned-miller, Carl Doersch
Discriminative Clustering for Image Co-segmentation (PDF)
Armand Joulin, Francis Bach, Jean Ponce

Object Recognition III: Similar Shapes

Common Visual Pattern Discovery via Spatially Coherent Correspondences (PDF)
Liu Hairong, Shuicheng Yan
Unsupervised Detection and Segmentation of Identical Objects (PDF) - formely: Unsupervised Duplicated Object Detection and Segmentation
Minsu Cho, Kyoung Mu Lee
A Novel Riemannian Framework for Shape Analysis of 3D Objects (PDF)
Sebastian Kurtek, Eric Klassen, Anuj Srivastava, Zhaohua Ding
Global and Efficient Self-Similarity for Object Classification and Detection (PDF)
Thomas Deselaers, Vittorio Ferrari


Object Matching with a Locally Affine-Invariant Constraints (PDF, videos)
Hongsheng Li, Edward Kim, Xiaolei Huang, Lei He
Unsupervised Learning of Invariant Features Using Video (PDF)
David Stavens, Sebastian Thrun
Scale-Hierarchical 3D Object Recognition in Cluttered Scenes (PDF)
Prabin Bariya, Ko Nishino
Linked Edges as Stable Region Boundaries (PDF)- formely: Edges as Stable Component Tree Region Boundaries
Michael Donoser, Hayko Riemenschneider, Horst Bischof
Many-to-one Contour Matching for Describing and Discriminating Object Shape (PDF)
Praveen Srinivasan, Qihui Zhu, Jianbo Shi
3D Model Based Vehicle Classification in Aerial Imagery
Saad Khan, Hui Cheng, Harpreet Sawhney, Dennis Matthies
Multi-View Object Class Detection With a 3D Geometric Model (PDF)
Joerg Liebelt, Cordelia Schmid
Fast Directional Chamfer Matching - formely: Sublinear Time Directional Chamfer Matching
Ming-Yu Liu, Oncel Tuzel, Ashok Veeraraghavan, Rama Chellappa
Scale-Invariant heat kernel signatures for non-rigid shape recognition (PDF)
Michael Bronstein, Iasonas Kokkinos
Object Recognition as Ranking Holistic Figure-Ground Hypotheses (PDF)
Fuxin Li, JoãCarreira, Cristian Sminchisescu
Finding Nemo: Deformable Object Class Modelling using Curve Matching (PDF)
Mukta Prasad, Andrew Fitzgibbon
Automatic Attribution of Ancient Roman Imperial Coins
Ognjen Arandjelovic
Multiple Object Detection by Sequential Monte Carlo and Hierarchical Detection Network (PDF, project)
Michal Sofka, Jingdan Zhang, Kevin Zhou, Comaniciu Dorin
Putting Local Features on a Manifold (PDF)
Marwan Torki, Ahmed Elgammal

Segmentation and Grouping I: Low Level

Parallel and Distributed Graph Cuts by Dual Decomposition (PDF)
Petter Strandmark, Fredrik Kahl
Object Separation In X-Ray Image Sets (PDF)
Geremy Heitz, Gal Chechik
Learning Full Pairwise Affinities for Spectral Segmentation (PDF)
Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee
Isoperimetric Cut on a Directed Graph
Mo Chen, Ming Liu, Jianzhuang Liu, Xiaoou Tang


"Lattice Cut" - Constructing superpixels using layer constraints (PDF)
Alastair Moore, Simon Prince
A Diffusion Approach to Seeded Image Segmentation (PDF)
Juyong Zhang, Jianmin Zheng, Jianfei Cai
Discrete minimum ratio curves and surfaces (PDF)
Fred Nicolls, Phil Torr
Efficient Hierarchical Graph-Based Video Segmentation (PDF, project, video)
Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan Essa
A Spatially Varying PSF-based Prior for Alpha Matting (PDF)
Christoph Rhemann, Carsten Rother, Pushmeet Kohli, Margrit Gelautz
Simultaneous Foreground, Background, and Alpha Estimation for Image Matting (PDF)
Bryan Price, Bryan Morse, Scott Cohen
Fast Matting Using Large Kernel Matting Laplacian Matrices (PDF)
Kaiming He, Jian Sun, Xiaoou Tang
Fast Approximate Energy Minimization with Label Costs (PDF, code)
Andrew Delong, Anton Osokin, Hossam Isack, Yuri Boykov
Parallel Graph-cuts by Adaptive Bottom-up Merging (PDF)
Jiangyu Liu, Jian Sun
Transductive Segmentation of Live Video with Non-stationary Background
Zhong Fan, Qin Xueying, Peng Qunsheng
Morphological Snakes (PDF, project)
Luis Alvarez, Luis Baumela, Pedro Henriquez, Pablo Marquez-Neila
Co-clustering of Image Segments Using Convex Optimization Applied to EM Neuronal Reconstruction
Shiv Vitaladevuni, Ronen Basri
Multi-domain, Higher Order Level Set Scheme for 3D Image Segmentation on the GPU (PDF)
Ojaswa Sharma, Qin Zhang, Françs Anton, Chandrajit Bajaj
A Study on Continuous Max-Flow and Min-Cut Approaches
Jing Yuan, Egil Bae, Xuecheng Tai

Video Analysis and Event Recognition

What's going on? Discovering Spatio-Temporal Dependencies in Dynamic Scenes (PDF)
Daniel Kuettel, Michael Breitenstein, Luc Van Gool, Vittorio Ferrari
[BEST STUDENT PAPER AWARD] Visual Event Recognition in Videos by Learning from Web Data (PDF)
Lixin Duan, Dong Xu, Wai-Hung Tsang, Jiebo Luo
Temporal Causality for the Analysis of Visual Events (PDF)
Karthir Prabhakar, Sangmin Oh, Ping Wang, Gregory Abowd, James Rehg
Anomaly Detection in Videos Using Mixtures of Dynamic Textures
Vijay Mahadevan, Weixin Li, Viral Bhalodia, Nuno Vasconcelos


Illumination Compensation Using Order Consistency
Vasu Parameswaran
Efficient Action Spotting based on a Spacetime Oriented Structure Representation (PDF, project, video)
Konstantinos Derpanis, Mikhail Sizintsev, Kevin Cannons, Richard Wildes
Cross-Dataset Action Detection - formely: Adaptive Action Detection
Liangliang Cao, Zicheng Liu, Thomas Huang
Learning 3D Action Models from a few 2D videos for View Invariant Action Recognition (PDF)
Pradeep Natarajan, Vivek Singh, Ram Nevatia
Exploiting Simple Hierarchies for Unsupervised Human Behavior Analysis (PDF)
Fabian Nater, Helmut Grabner, Luc Van Gool
Clustering Dynamic Textures with the Hierarchical EM Algorithm (PDF)
Antoni Chan, Emanuele Coviello, Gert Lanckriet
Recognizing Human Actions from Still Images with Latent Poses (PDF)
Weilong Yang, Yang Wang, Greg Mori
Group Motion Segmentation Using a Spatio-Temporal Driving Force Model
Ruonan Li, Rama Chellappa
Learning a Hierarchy of Discriminative Space-Time Neighborhood Features for Human Action Recognition (PDF)
Adriana Kovashka, Kristen Grauman
Chaotic Invariants of Lagrangian Particle Trajectories for Anomaly Detection in Crowded Scenes (PDF) - formely: Moving-Part Trajectory and Chaotic Dynamics for Crowd Flow Modeling and Anomaly Detection
Shandong Wu
A Hough Transform-Based Voting Framework for Action Recognition (PDF)
Angela Yao, Juergen Gall, Luc Van Gool
Scene Understanding by Statistical Modeling of Patterns from Optical Flow (PDF)
Imran Saleemi
Spike Train Driven Dynamical Models for Human Actions (PDF, project) - formely: Spike Train Driven Dynamical Models for Human Motion
Michalis Raptis, Kamil Wnuk, Stefano Soatto

Early and Biologically-inspired Vision

Measuring Visual Saliency by Site Entropy Rate (PDF)
Wei Wang, Yizhou Wang
Context-Aware Saliency Detection (PDF, Abstract)
Stas Goferman, Lihi Zelnik-Manor, Ayellet Tal
Minimum length in the tangent bundle as a model for curve completion (PDF)
Guy Ben-Yosef, Ohad Ben Shahar


Removing Rolling Shutter Wobble (PDF)
Simon Baker, Eric Bennett, Sing Bing Kang, Richard Szeliski
Super Resolution using Edge Prior and Single Image Detail Synthesis (PDF, project, results, source code)
Yu-Wing Tai, Shuaicheng Liu, Michael Brown, Stephen Lin
Coded Exposure Imaging for Projective Motion Deblurring (PDF, project, supplementary material, source code)
Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin
DARTs: Efficient scale-space extraction of DAISY keypoints (PDF, video)
David Marimon, Arturo Bonnin, Tomasz Adamek, Roger Gimeno
Generating Sharp Panoramas from Motion-blurred Videos (PDF, project, supplementary material)
Yunpeng Li, Sing Bing Kang, Neel Joshi, Steve Seitz, Dan Huttenlocher
Secrets of optical flow estimation and their principles (PDF, code)
Deqing Sun, Stefan Roth, Michael Black
Robust Flash Deblurring (PDF, High resolution PDF, project, results, poster, dataset)
Shaojie Zhuo, Terence Sim
Recovering Fluid-type Motions Using Navier-Stokes Potential Flow (PDF)
Feng Li, Liwei Xu, Philippe Guyenne, Jingyi Yu
Sparsity Model for Robust Optical Flow Estimation at Motion Discontinuities
Xiaohui Shen, Ying Wu
Motion Estimation with Non-Local Total Variation Regularization (PDF)
Manuel Werlberger, Thomas Pock, Horst Bischof
Robust Classification of Objects, Faces, and Flowers Using Natural Image Statistics (PDF, project, video, source code)
Christopher Kanan, Garrison Cottrell
Fast Image Alignment in the Fourier Domain (PDF, video)
Ahmed Ashraf, Simon Lucey, Tsuhan Chen
Boundary Learning by Optimization with Topological Constraints (PDF, Supplementary material)
Viren Jain, Benjamin Bollmann, Bobby Kasthuri, Ken Hayworth, Richard Schalek, Juan Carlos Tapia, Daniel Berger, Mark Richardson, Kevin Briggman, Moritz Helmstaedter, Winfried Denk, Jeff Lichtman, Sebastian Seung
Beyond Trees: MRF Inference via Outer-Planar Decomposition (PDF)
Dhruv Batra, Andrew Gallagher, Devi Parikh, Tsuhan Chen
Optical Flow Estimation with Adaptive Convolution Kernel Prior on Discrete Framework
Kyong Joon Lee, Dongjin Kwon, Il Dong Yun, Sang Uk Lee
Analyzing Spatially-varying Blur (PDF)
Ayan Chakrabarti, Todd Zickler, William Freeman
Highly Accurate Boundary Detection and Grouping (PDF)
Iasonas Kokkinos
Deconvolutional Networks (PDF, project, source code) - formely: Hierarchical Convolutional Sparse Image Decomposition
Matthew Zeiler, Dilip Krishnan, Graham Taylor, Rob Fergus
Diffusion Filtering Without Parameter Tuning: Models and Inference Tools
Kai Krajsek, Hanno Scharr
Visual Object Tracking using Adaptive Correlation Filters (PDF, videos)
David Bolme, J Ross Beveridge, Bruce Draper, Yui Man Lui
Modeling Pixel Means and Covariances Using Factorized Third-Order Boltzmann Machines - formely: Making Boltzmann Machines Sharper by Using Dissatisfied Covariance Constraints
Marc'Aurelio Ranzato, Geoffrey Hinton
Learning Mid-Level Features For Recognition (PDF)
Y-Lan Boureau, Francis Bach, Yann LeCun, Jean Ponce

Object Recognition IV

Object recognition by discriminative combinations of line segments and ellipses
Alex Chia, Deepu Rajan, Maylor Leung, Susanto Rahardja
On Detection of Multiple Object Instances using Hough Transforms (PDF)
Olga Barinova, Victor Lempitsky, Pushmeet Kohli
Cascade Object Detection with Deformable Part Models (PDF)
Pedro Felzenszwalb, Ross B. Girshick, David McAllester
Food Recognition Using Statistics of Pairwise Local Features (PDF)
Shulin Yang, Mei Chen, Dean Pomerleau, Rahul Sukthankar


Dominant Orientation Templates for Real-Time Detection of Texture-Less Objects (Abstract, videos)
S. Hinterstoisser, V. Lepetit, S. Ilic, P. Fua, N. Navab
The Multiscale Competitive Code via Sparse Representation for Palmprint Verification (PDF)
Wangmeng Zuo, Zhouchen Lin, Zhenhua Guo, David Zhang
Learning a Probabilistic Model Mixing 3D and 2D Primitives for View Invariant Object Category Recognition (PDF)
Wen Ze Hu, Song-Chun Zhu
Dense Interest Points (PDF)
Tinne Tuytelaars
Two Perceptually Motivated Strategies for Shape Classification (PDF)
Andrew Temlyakov, Brent Munsell, Jarrell Waggoner, Song Wang
Large-Scale Image Categorization with Explicit Data Embedding (PDF)
Florent Perronnin, Jorge Sanchez, Yan Liu
Probabilistic Models for Supervised Dictionary Learning (PDF)
Xiaochen Lian, Zhiwei Li, Changhu Wang, Lei Zhang
Use Bin-Ratio Information for Category and Scene Classification (PDF)
Nianhua Xie, Haibin Ling, Weiming Hu, Xiaoqin Zhang
Learning Weights for Codebook in Image Classification (PDF)
Hongping Cai, Krystian Mikolajczyk, Fei Yan
The Role of Features, Algorithms and Data in Visual Recognition (PDF)
Devi Parikh, Larry Zitnick
Global Gaussian Approach for Scene Categorization using Information Geometry
Hideki Nakayama, Tatsuya Harada, Yasuo Kuniyoshi
Asymmetric Region-to-Image Matching for Comparing Images with Generic Object Categories (PDF)
Jaechul Kim, Kristen Grauman
Attribute-Centeric Recognition for Cross-category Generalization (PDF)
Ali Farhadi, Ian Endres, Derek Hoiem
Person Re-Identification by Symmetry-Driven Accumulation of Local Features (PDF)
Michela Farenzena, Loris Bazzani, Alessandro Perina, Vittorio Murino, Marco Cristani

Face and Gesture Analysis

Face Recognition Based on Image Sets (PDF)
Hakan Cevikalp, Bill Triggs
Unsupervised Discovery of Facial Events - formely: Unsupervised Discovery of Facial Events: Learning a Dynamic Vocabulary for Facial Analysis
Feng Zhou, Fernando De la Torre, Jeff Cohn
3D Morphable Model Construction for Robust Ear and Face Recognition (PDF, project, source, data)
John Bustard, Mark Nixon


Bimodal Gender Recognition from Face and Fingerprint
Xiong Li, Xu Zhao, Yun Fu, Yuncai Liu
Towards General Motion-Based Face Recognition (PDF, project, poster) - formely: Local Deformation Profile for Cross-Expression Motion-Based Face Recognition
Ning Ye, Terence Sim
Morphable Reflectance Fields for Enhancing Face Recognition (PDF)
Ritwik Kumar, Michael Jones, Tim Marks
Removal of 3D Face Expressions: A Learning-based Approach
Song Han, Gang Pan, Yuting Zhang
Multi-Task Warped Gaussian Process for Personalized Age Estimation (PDF)
Yu Zhang, Dit-Yan Yeung
Learning Shift-Invariant Sparse Representation of Actions (PDF)
Yi Li
Exploring Facial Expression with Compositional Features
Peng Yang, Qingshan Liu, Metaxas Dimitris
An Extension of Multifactor Analysis for Face Recognition Based on Submanifold Learning
Sung Won Park, Marios Savvides
Making specific features less discriminative to improve point-based 3D object recognition (PDF, dataset) - formely: On improving point-based 3D recognition
Edward Hsiao, Alvaro Collet, Martial Hebert
Cost-Sensitive Subspace Learning for Face Recognition
Jiwen Lu, Tan Yap-Peng
Calibration-free gaze sensing using saliency maps (PDF)
Yusuke Sugano, Yasuyuki Matsushita, Yoichi Sato
A Novel Markov Random Field Based Deformable Model for Face Recognition (PDF)
Shu Liao, Albert C.S. Chung
Pose-Robust Albedo Estimation from a Single Image
Soma Biswas, Rama Chellappa
Discriminative K-SVD for Dictionary Learning in Face Recognition
Qiang Zhang, Baoxin Li
Adaptive Generic Learning for Face Recognition from a Single Sample per Person
Yu Su, Shiguang Shan, Xilin Chen, wen Gao
Face Recognition with Learning-based Descriptor (PDF)
Zhimin Cao, Qi Yin, Jian Sun, Xiaoou Tang
Automatic Point-based Facial Trait Judgments Evaluation
Mario Rojas, David Masip, jordi Vitria
Bidirectional relighting for 3D-aided 2D Face Recognition - formely: 3D-aided 2D Face Recognition
George Toderici, George Passalis, Stefanos Zafireiou, Georgios Tzimiropoulos, Maria Petrou, Theoharis Theoharis, Ioannis Kakadiaris
Facial Point Detection using Boosted Regression and Graph Models (PDF)
Michel Valstar, Brais Martinez, Xavier Binefa, Maja Pantic
Action Unit Detection with Segment-based SVMs (PDF)
Tomas Simon, Nguyen Minh, Fernando De la Torre, Jeff Cohn
Gesture Recognition by Learning Local Motion Signatures (PDF)
Mohamed-Becha Kaaniche, Francois Bremond
Rapid Face Recognition Using Hashing (PDF)
Qinfeng Shi, Hanxi Li, Chunhua Shen

Stereo and Structure from Motion II + Medical Image Analysis posters

Non-Rigid Structure from Locally-Rigid Motion (PDF, project, video, supplementary Material)
Jonathan Taylor, Allan Jepson, Kyros Kutulakos
Bundled Depth-Map Merging for Multi-View Stereo (PDF, project, videos, datasets, video lecture, slides)
Jianguo Li
Multi-View Structure Computation from Graph Rigidity (PDF)
Hongdong Li


ABSORB: Atlas Building by Self-Organized Registration and Bundling
Hongjun Jia, Guorong Wu, Qian Wang, Dinggang Shen
Stratified Learning of Local Anatomical Context for Lung Nodules in CT Images (PDF)
Dijia Wu, Le Lu, Jinbo Bi, Yoshihisa Shinagawa, Kim Boyer, Arun Krishnan, Marcos Salganicoff
Delineating Trees in 2D Images and 3D Image Stacks
German Gonzalez, Engin Turetken, Francois Fleuret, Pascal Fua
Sign Ambiguity Resolution for Phase Demodulation in Interferometry with Application to Prelens Tear Film Analysis
Dijia Wu, Kim Boyer
Multiple Dynamic Models for Tracking the Left Ventricle of the Heart from Ultrasound Data using Particle Filters and Deep Learning Architectures (PDF)
Gustavo Carneiro, Jacinto Nascimento
Multilinear Feature Extraction and Classification of Multi-Focal Images, With Applications in Nematode Taxonomy (PDF)
Min Liu, Amit Roy-Chowdhury
Search Strategies for Multiple Landmark Detection by Submodular Maximization
David Liu, Kevin Zhou, Comaniciu Dorin
Compression of Surface Registration using Beltrami Coefficients (PDF)
Lok Ming Lui
Natural Gradients for Deformable Registration (Abstract)
Darko Zikic, Ali Kamen, Nassir Navab
Curious Snakes: A Minimum-Latency Solution to the Cluttered Background Problem in Active Contours (PDF) - formely: The Cluttered Background Problem for Active Contours: A Minimum-Latency Solution
Ganesh Sundaramoorthi, Stefano Soatto, Anthony Yezzi
Anatomical Parts-Based Regression Using Non-Negative Matrix Factorization (PDF)
Swapna Joshi, Karthikeyan Shanmugavadivel, B.S. Manjunath, Scott Grafton, Kent Kiehl
Metric-Induced Optimal Embedding for Intrinsic 3D Shape Analysis (PDF)
Rongjie Lai, Yonggang Shi, Kevin Scheibel, Scott Fears, Roger Woods, Arthur Toga, Tony Chan
Simultaneous Searching of Globally Optimal Interacting Surfaces with Shape Priors (PDF) - formely: Simultaneous Searching of Globally Optimal Interacting Surfaces with Convex Shape Priors
Qi Song, Xiaodong Wu, Yunlong Liu, Mona Garvin, Milan Sonka
Group MRF for fMRI Activation Detection (PDF)
Bernard Ng, Rafeef Abugharbieh, Ghassan Hamarneh
Localizing Non-Overlapping Surveillance Cameras under the L-Infinity Norm (PDF)
Branislav Micusik, Roman Pflugfelder
Neuron Geometry Extraction by Perceptual Grouping in ssTEM images (PDF)
Verena Kaynig, Thomas Fuchs, Joachim Buhmann
An automatic unsupervised classification of MR images in Alzheimer's disease (PDF)
Xiaojing Long, Chris Wyatt
Masked FFT Registration
Dirk Padfield
Lymph Node Detection in 3-D Chest CT using a Spatial Prior Probability
Johannes Feulner, Kevin Zhou, Martin Huber, Joachim Hornegger, Comaniciu Dorin, Alexander Cavallaro
Image Atlas Construction via Intrinsic Averaging on the Manifold of Images (PDF)
Yuchen Xie, Jeffrey Ho, Baba Vemuri
Heterogeneous Conditional Random Field: Realizing Joint Detection and Segmentation of Cell Regions in Microscopic Images (PDF)
Jiyan Pan, Takeo Kanade
Model-Based Respiratory Motion Compensation for Image-Guided Cardiac Interventions
Matthias Schneider, Hari Sundar

Object Recognition V

Proximate Sensing: Inferring What-Is-Where From Georeferenced Photo Collections (PDF)
Daniel Leung, Shawn Newsam
Detecting Text in Natural Scenes with Stroke Width Transform (PDF)
Boris Epshtein, Eyal Ofek, Yonatan Wexler
Reading Between The Lines: Object Localization Using Implicit Cues from Image Tags (PDF)
Sung Ju Hwang, Kristen Grauman
Beyond Active Noun Tagging: Modeling Contextual Interactions for Multi-Class Active Learning (PDF)
Behjat Siddiquie, Abhinav Gupta
ARISTA - Image Search to Annotation on Billions of Web Photos (PDF)
Xin-Jing Wang, Ming Liu, Lei Zhang, Yi Li, Wei-Ying Ma
Breaking the interactive bottleneck in multi-class classification with active selection and binary feedback (PDF)
Ajay Joshi, Fatih Porikli, Nikolaos Papanikolopoulos
Efficient Histogram-Based Sliding Window (PDF)
Yichen Wei, Litian Tao
Pareto-optimal Dictionaries for Signatures (PDF)
M. Calonder, V. Lepetit, P. Fua
Region Moments: Fast invariant descriptors for detecting small image structures - formely: Fast invariant descriptors based on moments of image features
Gianfranco Doretto, Yi Yao
Optimizing One-Shot Recognition with Micro-Set Learning (PDF)
Kevin Tang, Marshall Tappen, Rahul Sukthankar, Christoph H. Lampert
Far-Sighted Active Learning on a Budget for Image and Video Recognition (PDF)
Sudheendra Vijayanarasimhan, Prateek Jain, Kristen Grauman
A Square-Root Sampling Approach to Fast Histogram-Based Search (PDF)
Huang-Wei Chang, Hwann-Tzong Chen
Fast pattern matching using orthogonal Haar transform (PDF)
Wanli Ouyang, Renqi Zhang, Cham Wai-Kuen
One-Shot Multi-Set Non-rigid Feature-Spatial Matching (PDF)
Marwan Torki, Ahmed Elgammal
Relaxing the 3L algorithm for an accurate implicit polynomial fitting (PDF)
Angel Sappa, Mohammad Rouhani
Online Visual Vocabulary Pruning Using Pairwise Constraints (PDF)
Pavan K. Mallapragada, Rong Jin, A. K. Jain
Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer (PDF)
Tatiana Tommasi, Francesco Orabona, Barbara Caputo
Rapid and accurate developmental stage recognition of C. elegans from high-throughput image data
Amelia White, Huey-Ling Kao, Patricia Cipriani, Brandon Lees, Davi Geiger, Kris Gunsalus, Fabio Piano

Segmentation and Grouping II: Semantic Segmentation

Tiered Scene Labeling with Dynamic Programming (PDF)
Pedro Felzenszwalb, Olga Veksler
Segmentation of Building Facades Using Procedural Shape Priors (PDF)
Olivier Teboul, Loic Simon, Panagiotis Koutsourakis, Nikos Paragios
Layered Object Detection for Multi-Class Segmentation (PDF)
Yi Yang, Sam Hallman, Deva Ramanan, Charless Fowlkes


Rectification of figures and photos in document images using bounding box interface
Hyung Il Koo, Nam Ik Cho
Geodesic Star Convexity for Interactive Image Segmentation (PDF)
Varun Gulshan, Carsten Rother, Antonio Criminisi, Andrew Blake, Andrew Zisserman
Figure-Ground Segmentation Improves Handled Object Recognition in Egocentric Video (Abstract)
Xiaofeng Ren, Chunhui Gu
Learning Kernels for Normalized Cuts: Convex Relaxations and applications
Lopamudra Mukherjee, Vikas Singh, Jiming Peng, Chris Hinrichs
Globally Optimal Pixel Labeling Algorithms for Tree Metrics (PDF)
Pedro Felzenszwalb, Gyula Pap, Eva Tardos, Ramin Zabih
Geodesic Graph Cut for Interactive Image Segmentation (PDF)
Brian Price, Bryan Morse, Scott Cohen
iCoseg: Interactive Co-segmentation with Intelligent Scribble Guidance (PDF, project, video, dataset)
Dhruv Batra, Adarsh Kowdle, Devi Parikh, Tsuhan Chen, Jiebo Luo
Variational Segmentation of Elongated Volumetric Structures (PDF)
Christian Reinbacher, Thomas Pock, Christian Bauer, Horst Bischof
Collect-Cut: Segmentation with Top-Down Cues Discovered in Multi-Object Images (PDF)
Yong Jae Lee, Kristen Grauman
Authority-Shift Clustering: Hierarchical Clustering by Authority Seeking on Graphs (PDF)
Minsu Cho, Kyoung Mu Lee
Nonparametric Higher-Order Learning for Interactive Segmentation (PDF)
Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee
GPCA with Denoising: A Moments-Based Convex Approach (PDF)
Necmiye Ozay, Mario Sznaier, Constantino Lagoa, Octavia Camps
Efficiently Selecting Regions for Scene Understanding (PDF)
M. Pawan Kumar, Daphne Koller
Finding Image Distributions on Active Curves
Ismail Ben Ayed, Amar Mitiche, Mohamed Ben Salah, Shuo Li
A Shape-Driven MRF Model for the Segmentation of Organs in Medical Images
Deepak Chittajallu, Ioannis Kakadiaris
Constrained Parametric Min Cuts for Automatic Object Segmentation (PDF)
JoãCarreira, Cristian Sminchisescu, Fuxin Li
Towards Weakly Supervised Semantic Segmentation by Means of Multiple Instance and Multitask Learning (PDF)
Alexander Vezhnevets, Joachim Buhmann
Fast Global Optimization of Curvature (PDF)
Noha El-Zehiry, Leo Grady
Label Propagation in Video Sequences (PDF) - formely: Semantic Label Propagation in Video Sequences
Vijay Badrinarayanan, Fabio Galasso, Roberto Cipolla
Vessel Scale Selection using MRF Optimization (PDF)
Hengameh Mirzaalian, Ghassan Hamarneh
Harmony Potentials for Joint Classification and Segmentation (PDF)
Xavier Boix Bosch, Josep Gonfaus Sitjes, Joost Van de Weijer, Andrew Bagdanov, Joan Serrat Gual, Jordi Gonzalez Sabat
Graph Cut Segmentation with a Global Constraint: Recovering Region Distribution via a Bound of the Bhattacharyya Measure - formely: Efficient image segmentation with a reference distribution
Ismail Ben Ayed, Hua-mei Chen, Kumaradevan Punithakumar, Shuo Li

Image and Video Retrieval

Interest Seam Image (PDF)
Xiao Zhang, Gang Hua, Lei Zhang, Heung-Yeung Shum
Aggregating local descriptors into a compact image representation (PDF, project)
Hervé Jégou, Matthijs Douze, Cordelia Schmid, Patrick Pérez
Automatic Image Annotation Using Group Sparsity (PDF, Project)
Shaoting Zhang, Junzhou Huang, Yuchi Huang, Dimitris Metaxas


Nonparametric Label-to-Region by Search
Xiaobai Liu, Shuicheng Yan, Jiebo Luo
CRAM: Compact Representation of Actions in Movies (PDF, video)
Mikel Rodriguez
Building and Using a Semantivisual Image Hierarchy (PDF)
Li-Jia Li, Chong Wang, Yongwhan Lim, David Blei, Li Fei-Fei
Weakly-Supervised Hashing in Kernel Space (PDF)
Yadong Mu, Jialie Shen, Shuicheng Yan
Spatial-Bag-of-Features (PDF)
Yang Cao, Changhu Wang, Zhiwei Li, Lei Zhang, Liqing Zhang
Locality-constrained Linear Coding for Image Classification (PDF)
Jinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv
Semantic Context Modeling with Maximal Margin Conditional Random Fields for Automatic Image Annotation (PDF)
Yu Xiang, Xiangdong Zhou, Zuotao Liu, Tat-seng chuats, Chong-Wah Ngo
Image Retrieval via Probabilistic Hypergraph Ranking (PDF)
Yuchi Huang, Qingshan Liu, Shaoting Zhang, Dimitris Metaxas
Large-Scale Image Retrieval with Compressed Fisher Vectors
Florent Perronnin, Yan Liu, Jorge Sanchez, Herve Poirier
Optimizing Kd-trees for Scalable Visual Descriptor Matching
You Jia, Jingdong Wang, Gang Zeng, Xian-Sheng Hua
Content-Aware Ranking for Visual Search
Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua
Topic Regression Multi-Modal Latent Dirichlet Allocation for Image Annotation (PDF)
Duangmanee Putthividhya, Hagai Attias, Srikantan Nagarajan
Unsupervised Discovery of Facial Events - formely: Unsupervised Discovery of Facial Events: Learning a Dynamic Vocabulary for Facial Analysis
Feng Zhou, Fernando De la Torre, Jeff Cohn
Semi-supervised Hashing for Scalable Image Retrieval (PDF)
Jun Wang, Sanjiv Kumar, Shih-Fu Chang
Image Webs: Computing and Exploiting Connectivity in Image Collections (PDF, project, videos)
Kyle Heath
Tag-based Web Photo Retrieval Improved by Batch Mode Re-Tagging (PDF)
Lin Chen, Dong Xu, Wai-Hung Tsang, Jiebo Luo
Finding Meaning on YouTube: Tag Recommendation, Category Discovery and their Implications in Browsing and Search
George Toderici, Hrishikesh Aradhye, Marius Pasca, Luciano Sbaiz, Jay Yagnik
Discovering Scene Categories by Information Projection and Cluster Sampling - formely: Discovering Image Categories by Information Projection and Cluster Sampling
Dengxin Dai, Tianfu Wu, Song-Chun Zhu
Total Bregman Divergence and its Applications to Shape Retrieval
Meizhu Liu, Baba Vemuri, Shun-ichi Amari, Frank Nielsen
Scalable Face Image Retrieval with Identity-Based Quantization and Multi-Reference Re-ranking (PDF)
Zhong Wu, Qifa Ke, Jian Sun, Heung-Yeung Shum
Compact Projection: Simple and Efficient Near Neighbor Search with Practical Memory Requirements (PDF)
Kerui Min, Linjun Yang, John Wright, Lei Wu, Xian-Sheng Hua, Yi Ma
SUN Database: Large Scale Scene Recognition from Abbey to Zoo (PDF, project, results, datasets) - formely: Scene Classification and Detection with a Quasi-exhausitve Dataset
Jianxiong Xiao, James Hays, Krista A. Ehinger, Antonio Torralba, Aude Oliva

Statistical Methods and Learning II: Sparse Coding / Feature Spaces

Visual Classification with Multi-Task Joint Sparse Representation (PDF)
Xiao-Tong Yuan, Shuicheng Yan
Classification and Clustering via Dictionary Learning with Structured Incoherence (PDF)
Pablo Sprechmann, Ignacio Ramirez, Guillermo Sapiro
The Automatic Design of Feature Spaces for Local Image Descriptors using an Ensemble of Non-linear Feature Extractors (PDF)
Gustavo Carneiro
Supervised Translation-Invariant Sparse Coding (PDF)
Jianchao Yang, Kai Yu, Thomas Huang


Comparative object similarity for improved recognition with few or no examples (PDF)
Gang Wang, David Forsyth, Derek Hoiem
Bayes Optimal Kernel Discriminant Analysis (PDF)
Di You, Aleix Martinez
Efficient Additive Kernels via Explicit Feature Maps (PDF)
Andrea Vedaldi, Andrew Zisserman
Data Driven Mean-Shift Belief Propagation For non-Gaussian MRFs (PDF)
Minwoo Park, Somesh Kashyap, Bob Collins, Yanxi Liu
Local Features Are Not Lonely - Laplacian Sparse Coding for Image Classification (PDF)
Shenghua Gao, Wai-Hung Tsang, Liang-Tien Chia, Peilin Zhao
Factorization towards a Classifier
Qiang Chen, Shuicheng Yan, Tian Tsong Ng
Online Multi-Class LPBoost (PDF, source code)
Amir Saffari, Martin Godec, Thomas Pock, Christian Leistner, Horst Bischof
Sparse Representation using Nonnegative Curds and Whey (PDF)
Yanan Liu, Fei Wu, Zhihua Zhang, Yueting Zhuang, Shuicheng Yan
Multi-Structure Model Selection via Kernel Optimization
Tat-Jun Chin, David Suter, Hanzi Wang
Data Fusion through Cross-modality Metric Learning using Similarity-Sensitive Hashing (PDF)
Michael Bronstein, Alexander Bronstein, Nikos Paragios, Fabrice Michel
Pareto Discriminant Analysis (PDF, Project)
Karim Abou-Moustafa, Fernando De la Torre, Frank Ferrie
Sufficient Dimensionality Reduction for Visual Sequence Classification (PDF)
Alex Shyr, Raquel Urtasun, Michael Jordan
Fast Sparse Representation with Prototypes (PDF)
Jia-Bin Huang, Ming-Hsuan Yang
$\ell_p$ Norm Multiple Kernel Fisher Discriminant Analysis for Object and Image Categorisation
Fei Yan, Krystian Mikolajczyk, Mark Barnard, hongping cai, Josef Kittler