CVPR2012论文

Orals

Micro Phase Shifting ( PDF,  project)

Mohit Gupta, Shree Nayar

On Multiple Foreground Cosegmentation ( PDF,  supplementary material,  project)

Gunhee Kim, Eric Xing

Face detection, pose estimation, and landmark localization in the wild ( PDF)

Xiangxin Zhu, Deva Ramanan

Supervised Hashing with Kernels ( PDF)

Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, Shih-Fu Chang

A Closed-Form Solution to Uncalibrated Photometric Stereo via Diffuse Maxima ( PDF,  technical report,project,code)

Paolo Favaro,  Thoma Papadhimitri

Camera Spectral Sensitivity Estimation from a Single Image under Unknown Illumination by using Fluorescence ( PDF)

Shuai Han, Yasuyuki Matsushita, Imari Sato, Takahiro Okabe, Yoichi Sato

Street-to-Shop: Cross-Scenario Clothing Retrieval via Parts Alignment and Auxiliary Set ( PDF)

Si Liu, Zheng Song, Guangcan LIU, Changsheng Xu, Hanqing Lu, Shuicheng YAN

Detecting activities of daily living in first-person camera views ( PDF)

Hamed Pirsiavash, Deva Ramanan

Weakly Supervised Structured Output Learning for Semantic Segmentation ( PDF)

Alexander Vezhnevets, Vittorio Ferrari, Joachim Buhmann

Progressive Graph Matching: Making a Move of Graphs via Probabilistic Voting ( PDF,  project)

Minsu Cho, Kyoung Mu Lee

From Pixels to Physics: Probabilistic Color De-rendering ( PDF)

Ying Xiong, Kate Saenko, Trevor Darrell, Todd Zickler

Discriminative Illumination: Per-Pixel Classification of Raw Materials based on Optimal Projections of Spectral BRDF ( PDF,  project,videos,results,software,dataset)

Jinwei Gu, Chao Liu

Contextual Boost for Pedestrian Detection ( PDF)

Yuanyuan Ding, Jing Xiao

Face Alignment by Explicit Shape Regression ( PDF)

Xudong Cao,  Yichen Wei, Fang Wen, Jian Sun

Accidental pinhole and pinspeck cameras: revealing the scene outside the picture ( PDF) - formely: Accidental images within indoor scenes

Antonio Torralba, William T. Freeman

On Template-Based Reconstruction from a Single View: Analytical Solutions and Proofs of Well-Posedness for Developable, Isometric and Conformal Surfaces ( PDF)

Adrien Bartoli, Yan Gérard, François Chadebecq

Jigsaw Puzzles with Pieces of Unknown Orientation ( PDF)

Andrew Gallagher

Understanding Collective Crowd Behaviors:Learning Mixture Model of Dynamic Pedestrian-Agents ( PDF,  project,  dataset)

Bolei Zhou,  Xiaogang Wang

Learning Rotation-Aware Features: From Invariant Priors to Equivariant Descriptors ( PDF)

Uwe Schmidt, Stefan Roth

Are we ready for Autonomous Driving? ( PDF,  dataset)

Andreas Geiger, Philip Lenz, Raquel Urtasun

General and Nested Wiberg Minimization ( PDF,  supplementary material)

Dennis Strelow

Decomposing Global Light Transport using Time of Flight Imaging ( PDF)

Di Wu, Ramesh Raskar, Amit Agrawal, Andreas Velten, Matthew O'Toole

Curvature-Based Regularization for Surface Approximation ( PDF)

Carl Olsson, Yuri Boykov

Max-Margin Early Event Detectors ( PDF)

Minh Hoai, Fernando DelaTorre

Geodesic Flow Kernel for Unsupervised Domain Adaptation ( PDF)

Boqing Gong, Yuan Shi, Fei Sha, Kristen Grauman

Teaching 3D Geometry to Deformable Part Models ( PDF)

Bojan Pepik, Michael Stark, Peter Gehler, Bernt Schiele

Surface Regions of Interest for Viewpoint Selection ( PDF)

George Leifman, Elizabeth Shtrom, Ayellet Tal

The Shape Boltzmann Machine: a Strong Model of Object Shape ( PDF,  project,  videos,  code)

S. M. Ali Eslami,  Nicolas Heess,  John Winn

Query Sensitive Binary Code Ranking

Xiao Zhang, Lei Zhang, Heung-Yeung Shum

A-Optimal Non-negative Projection for Image Representation

Zheng Yang, Haifeng Liu

Finding Animals: Semantic Segmentation using Regions and Parts ( PDF)

Pablo Arbelaez, Bharath Hariharan, Chunhui Gu, Saurabh Gupta, Lubomir Bourdev, Jitendra Malik

A Unified Approach to Salient Object Detection via Low Rank Matrix Recovery ( PDF)

Xiaohui Shen, Ying Wu

Pedestrian detection at 100 frames per second ( PDF,  project)

Rodrigo Benenson ( VISICS),  Markus Mathias ( VISICS),  Radu Timofte ( VISICS),  Luc Van Gool ( VISICS)

Video from Nearly Still: an Application to Low Frame-rate Gait Recognition

Naoki Akae, Al Mansur, Yasushi Makihara, Yasushi Yagi

Stream-based Joint Exploration-Exploitation Active Learning ( PDF,  project,  code)

Chen Change Loy, Timothy Hospedales, Tao Xiang, Shaogang Gong

Affine-Invariant, Elastic Shape Analysis of Planar Contours

Darshan Bryner, Eric Klassen, Anuj Srivastava

Robust Visual Tracking via Multi-Task Sparse Learning ( PDF)

Tianzhu Zhang, Bernard Ghanem, Narendra Ahuja

Discriminative Virtual Views for Cross-View Action Recognition

Ruonan Li, Todd Zickler

Nonrigid Structure-from-Motion Factorization Made Easy

Yuchao Dai, Hongdong Li, Mingyi He

Autonomous Cleaning of Corrupted Scanned Documents - A Generative Modeling Approach ( PDF,  project)

Zhenwen Dai, Jörg Lücke

Stochastic Gradient on the Grassmannian for Online Foreground and Background Separation in Subsampled Video ( PDF)

Laura Balzano, Arthur Szlam, Jun He

Beyond Spatial Pyramids: Receptive Field Learning for Pooled Image Features ( PDF)

Yangqing Jia, Chang Huang, Trevor Darrell

A Theory of Flat Refractive Geometry ( PDF,  project,  supplementary material)

Amit Agrawal, Visesh Chari, Srikumar Ramalingam, Yuichi Taguchi

An Online Learned CRF Model for Multi-Target Tracking

Bo Yang, Ram Nevatia

What Are We Looking For: Towards Statistical Modeling of Saccadic Eye Movements and Visual Saliency

Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, xianming Liu, Pengfei Xu

We are not Contortionist: Coupled Adaptive Learning for Head and Body Orientation Estimation in Surveillance Video ( PDF)

Cheng Chen,  Jean-Marc Odobez

Connected Contours: a Contour Completion Model that respects Closure-Effect ( PDF)

Yansheng Ming, Hongdong Li, Xuming He

Large-scale image classification with trace-norm regularization ( PDF)

Zaid Harchaoui, Matthijs Douze, Mattis Paulin, Miko Dudik, Jerome Malick

Posters

Multi-View Latent Variable Discriminative Models For Action Recognition ( PDF)

Yale Song, Louis-Philippe Morency, Randall Davis

Aligning Images in the Wild ( PDF)

Daniel Lin, Linlin Liu, Yasuyuki Matsushita, Kok Lim Low, Siying Liu

Detection by Detections: Non-parametric Detector Adaptation for a Video ( PDF)

Xiaoyu Wang, Gang Hua, Tony Han

Recognizing Scene Viewpoint using Panoramic Place Representation ( PDF,  Dataset, source code, more results, analysis and project webpage)

Jianxiong Xiao (MIT), Krista A. Ehinger (MIT), Aude Oliva (MIT), Antonio Torralba (MIT)

Boosting Bottom-up and Top-down Visual Features for Saliency Estimation

Ali Borji

Three things everyone should know to improve object retrieval ( PDF)

Relja Arandjelovic, Andrew Zisserman

Multi-Target Tracking by Online Learning of Non-linear Motion Patterns and Robust Appearance Models ( PDF)

Bo Yang, Ram Nevatia

Learning Attention Map from Images

Yao Lu

Learning Robust and Discriminative Multi-Instance Distance for Cost Effective Video Classification

Hua Wang, Feiping Nie, Heng Huang

See All by Looking at A Few: Sparse Modeling for Finding Representative Objects ( PDF)

Ehsan Elhamifar, Guillermo Sapiro, Rene Vidal

Towards Compact Topical Descriptors

Ling-Yu Duan, Rongrong Ji, Jie Chen, Wen Gao

Sharing Features in Multi-class Boosting via Group Sparsity ( PDF)

Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel

Conditional Regression Forests for Human Pose Estimation ( PDF)

Min Sun, Pushmeet Kohli, Jamie Shotton

Multi-Class Cosegmentation ( PDF)

Armand Joulin, Francis Bach, Jean Ponce

Discrete-Continuous Optimization for Multi-Target Tracking ( PDF,  project,videos,code)

Anton Andriyenko (TU Darmstadt), Konrad Schindler (ETH Zürich), Stefan Roth (TU Darmstadt)

A Branch-and-Bound Algorithm for Globally Optimal Hand-Eye Calibration

Jan Heller, Michal Havlena, Tomas Pajdla

An Efficient Branch-and-Bound Algorithm for Optimal Human Pose Estimation ( PDF,  project)

Min Sun, Murali Telaprolu, Honglak Lee, Silvio Savarese

Pose Pooling Kernels for Sub-category Recognition ( PDF)

Ning Zhang, Ryan Farrell, Trevor Darrell

A Database for Fine Grained Activity Detection of Cooking Activities

Marcus Rohrbach, Sikandar Amin, Micha Andriluka, Bernt Schiele

A Physically-based Approach to Reflection Separation ( PDF)

Naejin Kong, Yu-Wing Tai, Sung Yong Shin

Isogeometric Finite-Elements Methods and Variational Reconstruction Tasks in Vision - A Perfect Match

Jonathan Balzer, Thomas Moerwald

Modulation Transfer Function of Patch-Based Stereo Systems+C26

Ronny Klowsky, Arjan Kuijper, Michael Goesele

Evaluation of Super-Voxel Methods for Early Video Processing ( PDF,  project)

Chenliang Xu (SUNY at Buffalo),  Jason J. Corso (SUNY at Buffalo)

Contour-based Recognition

Yong Xu, Yuhui Quan, Zhuming Zhang, Morimichi Nishigaki, Hui Ji, Cornelia Fermuller, Daniel Dementhon

Motion-aware noise filtering for deblurring of noisy and blurry image

Yu-Wing Tai, Stephen Lin

Improved Subspace Clustering via Exploitation of Spatial Constraints

Duc-Son Pham, Budhaditya Saha, Dinh Phung, Svetha Venkatesh

Scalable Action Recognition with a Subspace Forest

Stephen O'Hara, Bruce Draper

The Vitruvian Manifold: Learned Dense Correspondences for 3D Human Pose Estimation

Jonathan Taylor, Jamie Shotton, Andrew Fitzgibbon

Edge-Preserving Photometric Stereo via Depth Fusion ( PDF)

Qing Zhang, Mao Ye, Ruigang Yang, Yasuyuki Matsushita, Bennett Wilburn, Huimin Yu

Identigram/Watermark removal using cross-channel correlation ( PDF)

Jaesik Park, Yu-Wing Tai, InSo Kweon

General Trajectory Prior for Non-Rigid Reconstruction ( PDF)

Jack Valmadre, Simon Lucey

An Optimized DBN-Based Mode-Focussing Particle filter

Séverine Dubuisson, Christophe Gonzales

Figure-ground segmentation by transferring window masks

Daniel Kuettel, Vittorio Ferrari

Nonlinear Camera Response Functions and Image Deblurring ( PDF)

SunYeong Kim, Yu-Wing Tai, Seon Joo Kim, Michael Brown, Yasuyuki Matsushita

Hierarchical Face Parsing via Deep Learning ( PDF)

Ping Luo, Xiaogang Wang, Xiaoou Tang

A Non-Local Cost Aggregation Method for Stereo Matching

Qingxiong Yang

Locally Orderless Tracking ( PDF,  project)

Shaul Oron, Aharon Bar Hillel, Dan Levi, Shai Avidan

Facial Expression Editing in Video ( PDF,  project,videos)

Fei Yang, Lubomir Bourdev, Eli Shechtman, Jue Wang, Dimitris Metaxas

Structure From Motion with Points, Objects, and Regions

Yingze Bao, Johnny Chao, Mohit Bagra, Silvio Savarese

Spatial Bias in Multi-Atlas Based Segmentation ( PDF)

Hongzhi Wang, Paul Yushkevich

Cache-efficient graph cuts on structured grids ( PDF,  supplementary material,  project,  code)

Ondrej Jamriska,  Daniel Sykora,  Alexander Hornung

A Flow Model for Joint Action Recognition and Identity Maintenance ( PDF)

Sameh Khamis, Vlad Morariu, Larry Davis

Discriminately Decreasing Discriminability with Learned Image Filters ( PDF)

Jacob Whitehill, Javier Movellan

Augmenting Deformable Part Models with Irregular-shaped Object Patches

Roozbeh Mottaghi

Learning the Right Model: Efficient Max-Margin Learning in Laplacian CRFs ( PDF)

Dhruv Batra, Ashutosh Saxena

Social Interactions: A First-person Perspective ( PDF)

Alireza Fathi, Jessica Hodgins, James Rehg

KNN Matting ( PDF,  project)

Qifeng Chen,  Dingzeyu Li, Chi-keung Tang

Practical Low-Rank Matrix Approximation under Robust \(L_{1}\)-Norm

Yinqiang Zheng, Guangcan LIU, Shigeki Sugimoto, Shuicheng YAN, Masatoshi Okutomi

Computing Nearest-Neighbor Fields via Propagation-Assisted KD-Trees ( PDF)

Kaiming He, Jian Sun

2D/3D Rotation-Invariant Detection using Equivariant Filters and Kernel Weighted Mapping ( PDF)

Kun Liu, Qing Wang, Wolfgang Driever , Thomas Brox, Olaf Ronneberger

Automated Reconstruction of Tree Structures using Path Classifiers and Mixed Integer Programming

Engin Turetken, Fethallah Benmansour, Pascal Fua

Covariance Discriminative Learning: A Natural and Efficient Approach to Image Set Classification

Ruiping Wang, Huimin Guo, Larry Davis, Qionghai Dai

Leveraging Stereopsis for Saliency Analysis

Yuzhen Niu, Yujie Geng , Xueqing Li, Feng Liu

Estimating the Aspect Layout of Object Categories ( PDF)

Yu Xiang, Silvio Savarese

l21 Regularized Correntropy for Robust Feature Selection

Ran He, Tieniu Tan, Liang Wang, Wei-Shi Zheng

Multi-Pedestrian Detection in Crowded Scenes: A Global View

Junjie Yan, Zhen Lei, Dong Yi, Stan.Z. Li

Power SVM: Generalization with Exemplar Classification Uncertainty ( PDF)

Weiyu Zhang, Stella Yu

Parameter-free/Pareto-driven Procedural 3D Reconstruction of Buildings from Ground-Level Sequences ( PDF)

Loic Simon, Olivier Teboul, Panagiotis Koutsourakis, Luc Van Gool, Nikos Paragios

Active Image Clustering: Seeking Constraints from Humans to Complement Algorithms ( PDF,  supplementary material)

Arijit Biswas, David Jacobs

Submodular Dictionary Learning for Sparse Coding ( PDF)

Zhuolin Jiang, Guangxiao Zhang, Larry Davis

Generalized Hierarchical Matching for Image Classification

Qiang Chen, Zheng Song, Yang Hua, Zhongyang Huang, Shuicheng YAN

Action Bank: A High-Level Representation of Activity in Video ( PDF)

Sreemanananth Sadanand (SUNNY at Buffalo),  Jason J. Corso(SUNNY at Buffalo)

Small Sample Scene Categorization from Perceptual Relations

Ilan Kadar, Ohad Ben-Shahar

The Scale of Edges ( PDF)

Changhu Wang

Generalized Multiview Analysis: A Discriminative Latent Space ( PDF)

Abhishek Sharma, Abhishek Kumar, Hal Daume III, David Jacobs

Efficient Structure Detection via Random Consensus Graph

Hairong Liu, Shuicheng YAN

Efficient Inference for Fully-Connected CRFs with Stationarity

Yimeng Zhang, Tsuhan Chen

Refractive Height Fields from Single and Multiple Images ( PDF)

Qi Shan, Sameer Agarwal, Brian Curless

Multi-Attribute Spaces for Fine-Grained Visual Categorization and Similarity Search ( PDF)

Walter Scheirer, Neeraj Kumar, Terrance Boult, Peter Belhumeur

Robust Visual Domain Adaptation with Low-Rank Reconstruction ( PDF)

I-Hong Jhuo, Dong Liu, Shih-Fu Chang, Der-Tsai Lee

Learning Shared Body Plans ( PDF)

Ian Endres, Derek Hoiem, Vivek Srikumar, Ming-Wei Chang

Discriminative Feature Fusion for Image Classification ( PDF)

Basura Fernando, Elisa Fromont, Damien Muselet, Marc Sebban

Efficient Object Detection using Cascades of Nearest Convex Model Classifiers ( PDF)

Hakan Cevikalp, Bill Triggs

Building a Dictionary of Image Fragments ( PDF)

Zicheng Liao, Ali Farhadi, Yang Wang, Ian Endres, David Forsyth

A Learning Based Framework for Depth Ordering

Zhaoyin Jia, andrew Gallagher, yao-Jen Chang, Tsuhan Chen

Finite Element based Sequential Bayesian Non-Rigid Structure from Motion ( PDF)

Antonio Agudo, Begoña Calvo, J. M. M. Montiel

Occlusion Reasoning for Object Detection under Arbitrary Viewpoint ( PDF,  project)

Edward Hsiao (CMU),  Martial Hebert (CMU)

Manifold Guided Composite of Markov Random Fields for Image Modeling

Dahua Lin, John Fisher III

Articulated Pose Estimation with Parts Connectivity using Discriminative Local Oriented Contours ( PDF)

Norimichi Ukita

Learning Image-Specific Parameters for Interactive Segmentation

Zhanghui Kuang, Dirk Schnieders, Hao Zhou, Kwan-Yee Wong, Yizhou Yu, Bo Peng

Discriminant Image Filter Learning for Face Recognition with Local Binary Pattern Like Representation

Zhen Lei, Stan Li

Image categorization using Fisher kernels of non-iid image models ( PDF)

Ramazan Gokberk Cinbis, Jakob Verbeek, Cordelia Schmid

Discrete Texture Traces: Topological Representation of Geometric Context  PDF( project,videos)

Jan Ernst, Maneesh Singh, Visvanathan Ramesh

Laser Speckle Photography for Surface Tampering Detection ( PDF)

YiChang Shih, Abe Davis, Sam Hasinoff, Fredo Durand, Bill Freeman

Example-Based 3D Object Reconstruction from Line Drawings ( PDF)

Tianfan Xue (IE Department, CUHK), Jianzhuang LIU (IE Department, CUHK), Xiaoou TANG (IE Department, CUHK)

Discovering Discriminative Action Parts from Mid-Level Video Representations ( PDF)

Michalis Raptis, Iasonas Kokkinos, Stefano Soatto

D-Nets: Beyond Patch-Based Image Descriptors ( PDF)

Felix von Hundelshausen, Rahul Sukthankar

Coupling Detection and Data Association for Multiple Object Tracking ( PDF)

Zheng Wu, Ashwin Thangali, Stan Sclaroff, Margrit Betke

Hedging Your Bets: Optimizing Accuracy-Specificity Trade-offs in Large Scale Visual Recognition

Jia Deng, Jonathan Krause, Alex Berg, Li Fei-Fei

Hierarchical Representations for Face Verification with Convolutional Deep Belief Networks ( PDF) - formely: Learning Hierarchical Representations for Face Verification

Gary Huang,  Honglak Lee,  Erik Learned-Miller

A New Convexity Measurement for 3D Meshes

Zhouhui Lian, Afzal Godil, Paul Rosin, Xianfang Sun

Linear Discriminative Image Processing Operator Analysis ( PDF, supplementary material)

Toru Tamaki, Bingzhi Yuan, Kengo Harada, Bisser Raytchev, Kazufumi Kaneda (Hiroshima University)

Weak Attributes for Large-Scale Image Retrieval ( PDF,  supplementary material,  project)

Felix Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, Shih-Fu Chang

Metric Learning with Two-Dimensional Smoothness for Visual Analysis

Xinlei Chen, Zifei Tong, Deng Cai

Matrix Completion by Truncated Nuclear Norm Regularization

Debing Zhang, Yao Hu, Jieping Ye, Xuelong Li, Chinese Academy of Sciences), Xiaofei He

Spherical Hashing ( PDF,  project,  supplementary material)

Jae-Pil Heo,  Youngwoon Lee,  Junfeng He,  Shih-Fu Chang,  Sung-eui Yoon

Structure and Motion from Scene Registration ( PDF)

Tali Basha,  Shai Avidan,  Alexander Hornung,  Wojciech Matusik

Sign Language Recognition using Sequential Pattern Trees

Eng-Jon Ong, Helen Cooper, Richard Bowden

Globally Consistent Depth Labeling of 4D Lightfields

Sven Wanner, Bastian Goldluecke

Per-Pixel Translational Symmetry Detection, Optimization, and Segmentation

Peng Zhao, Lei Yang, Honghui Zhang, Long Quan

Fixed-Rank Representation for Unsupervised Visual Learning

Risheng Liu, Zhouchen Lin, Fernando DelaTorre, Zhixun Su

Dynamic 3D Fluid Surface Reconstruction Using Angular Normal Sampling and Reconstruction

Jinwei Ye, Yu Ji, Feng Li, Jingyi Yu

Reconstruction of Super-Resolution Lung 4D-CT Using a Patch-Based Sparse Representation

Yu Zhang, Guorong Wu, Pew-Thian Yap, Qianjin Feng, Jun Lian, Wufan Chen, Dinggang Shen

Furnishing bedrooms

Luca Del Pero, Joshua Bowdish, Daniel Fried, Bonnie Kermgard, Emily Hartley, Kobus Barnard

Fast Radial Symmetry Detection Under Affine Transformations ( PDF)

Jie Ni, Maneesh Singh, Claus Bahlmann

SURFing the Point Clouds: Selective 3D Spatial Pyramids for Category-level Object Recognition ( PDF)

Carolina Cabrera, Roberto López-Sastre, Javier Acevedo-Rodríguez, Saturnino Maldonado-Bas

cónCross-based local multipoint filtering

Jiangbo Lu, Keyang Shi, Dongbo Min, Liang Lin, Minh Do

Scene Warping: Layer-based Stereoscopic Image Resizing ( PDF)

Ken-Yi Lee, Cheng-da Chung, Yung-Yu Chuang

A Line-Structure-Preserving Approach to Image Resizing

Che-Han Chang, Yung-Yu Chuang

Learning Latent Temporal Structure for Complex Event Detection ( PDF)

Kevin Tang, Daphne Koller, Li Fei-Fei

Active Learning for Semantic Segmentation with Expected Change ( PDF)

Alexander Vezhnevets, Vittorio Ferrari, Joachim Buhmann

Order Determination and Sparsity-Regularized Metric Learning for Adaptive Visual Tracking

Nan Jiang, Wenyu Liu, Ying Wu

Learning an Object Class Representation on a Continuous Viewsphere

Johannes Schels, Joerg Liebelt, Rainer Lienhart

Detecting Regions of Interest in Dynamic Scenes with Camera Motions ( PDF,  project,  videos)

Kihwan Kim, Dongryeol Lee, Irfan Essa

Robust Visual Tracking using Autoregressive Hidden Markov Model ( PDF)

Dong Woo Park,  Junseok Kwon, Kyoung Mu Lee

Learning Object Relationships via Graph-based Context Model ( PDF)

Heesoo Myeong, Ju Yong Chang, Kyoung Mu Lee

Articulated People Detection and Pose Estimation: Reshaping the Future ( PDF)

Leonid Pishchulin, Arjun Jain, Mykhaylo Andriluka,  Thorsten Thormaehlen, Bernt Schiele

A Unified Framework for Event Summarization and Rare Event Detection ( PDF)

Junseok Kwon, Kyoung Mu Lee

Mode-Seeking on Graphs via Random Walks ( PDF,  project)

Minsu Cho, Kyoung Mu Lee

Group Action Induced Distances for Averaging and Clustering Linear Dynamical Systems with Applications to the Analysis of Dynamic Visual Scenes ( PDF)

Bijan Afsari,  Rizwan Chaudhry, Avinash Ravichandran, Rene Vidal

Improving Multi-target Tracking via Social Grouping ( PDF) - formely: Socially-Aware Multi-target Tracking

Zhen Qin,  Christian Shelton

Memory Constrained Face Recognition ( PDF)

Ashish Kapoor, Simon Baker, Sumit Basu, Eric Horvitz

Semi-Coupled Dictionary Learning with Applications to Image Superresolution and Photo-Sketch Image Synthesis ( PDF)

Shenlong Wang, Lei Zhang, Yan Liang

A Data-driven Approach for Facial Expression Synthesis in Video ( PDF)

Kai Li, Feng Xu, Jue Wang, Qionghai Dai, Yebin Liu

Growing a Bag of Systems Tree for Fast and Accurate Classification ( PDF)

Emanuele Coviello, Adeel Mumtaz, Gert Lanckriet, Antoni Chan

A Codebook-Free and Annotation-Free Approach for Fine-Grained Image Categorization ( PDF)

Bangpeng Yao, Gary Bradski, Li Fei-Fei

Auto Face Re-Ranking By Mining the Web and Video Archives

Duy-Dinh Le, Shin'ichi Satoh

Relaxed Collaborative Representation for Pattern Classification ( PDF)

Meng Yang, Lei Zhang, David Zhang

Robust Photometric Stereo using Sparse Regression

Satoshi Ikehata, David Wipf, Yasuyuki Matsushita, Kiyoharu Aizawa

Branch-and-price global optimization for multi-view multi-object tracking ( PDF)

Laura Leal-Taixé,  Gerard Pons-Moll,  Bodo Rosenhahn

Online Content-aware Video Condensation

Shikun Feng, Zhen Lei, Stan.Z. Li

Higher Order Motion Models and Spectral Clustering ( PDF)

Peter Ochs, Thomas Brox

Probabilistic Learning of Task-Specific Visual Attention

Ali Borji, Dicky Sihite, Laurent Itti

Automatic Discovery of Groups of Objects for Scene Understanding ( PDF)

Congcong Li, Devi Parikh, Tsuhan Chen

Discovering Localized Attributes for Fine-grained Recognition ( PDF)

Kun Duan, Devi Parikh, David Crandall, Kristen Grauman

WhittleSearch: Image Search with Relative Attribute Feedback ( PDF)

Adriana Kovashka, Devi Parikh, Kristen Grauman

The Role of Image Understanding in Segmentation

Larry Zitnick, Devi Parikh

Center-Shift: An Approach Towards Automatic Robust Mesh Segmentation (ARMS)

Mengtian Sun, Yi Fang, Karthik Ramani

Efficient Discriminative Learning of Parametric Nearest Neighbor Classifiers ( PDF)

Ziming Zhang, Paul Sturgess, Sunando Sengupta, Nigel Crook

Factorized Graph Matching ( PDF)

Feng Zhou, Fernando DelaTorre

Exploiting Local and Global Patch Rarities for Saliency Detection ( PDF)

Ali Borji, Laurent Itti

Graph-Guided Sparse Reconstruction for Region Tagging

Yahong Han, Fei Wu, Qi Tian, Yueting Zhuang

Vector Array based Multi-view Face Detection with Compounded Exemplars

Kai Ma, Ben-Arie Jezekiel

Nonparametric Kernel Estimators for Image Classification ( PDF)

Barnabas Poczos, Liang Xiong, Dougal Sutherland, Jeff Schneider

Detecting Texts of Arbitrary Orientations in Natural Images ( PDF)

Cong Yao, xiang Bai, Wenyu Liu, Yi Ma, Zhuowen Tu

Efficient Activity Detection with Max-Subgraph Search ( PDF)

Chao-Yeh Chen, Kristen Grauman

A Study on Human Age Estimation Under Facial Expression Changes

Guodong Guo, Xiaolong Wang

A Contextual Maximum Likelihood Framework for Modeling Image Registration

Christian Wachinger, Nassir Navab

Unsupervised Metric Fusion by Cross Diffusion ( PDF)

Bo Wang, Jiayan Jiang, Zhi-hua Zhou, Zhuowen Tu

On the Dimensionality of Video Bricks under Varying Illumination

Youdong Zhao, Xi Song, Yunde Jia

Context Aware Topic Model for Scene Recognition ( PDF)

Zhenxing Niu, Gang Hua, Xinbo Gao, Qi Tian

A Biquadratic Reflectance Model for Radiometric Image Analysis ( PDF)

Boxin Shi, Ping Tan, Yasuyuki Matsushita, Katsushi Ikeuchi

Feature-domain super-resolution framework for Gabor-based face and iris recognition

KIEN NGUYEN THANH, Sridha Sridharan, Simon Denman, Clinton Fookes

Multi-feature Similarity Learning with Knowledge Transfer among Semantics and Social Tagging

Shuhui Wang, Shuqiang Jiang, Qingming Huang, Qi Tian

Rolling Shutter Bundle Adjustment ( PDF,  abstract)

Johan Hedborg, Per-Erik Forssen, Michael Felsberg, Erik Ringaby

Visibility Based Preconditioning for Bundle Adjustment ( PDF,  supplementary material)

Avanish Kushal,  Sameer Agarwal

A Tiered Move-making Algorithm for General Pairwise MRFs ( PDF)

Vibhav Vineet, Jonathan Warrell, Phil Torr

Globally Optimal Line Clustering and Vanishing Point Estimation in Manhattan World

Jean-Charles Bazin, Yong Duek Seo, Cedric Demonceaux, Pascal Vasseur, Katsushi Ikeuchi, InSo Kweon, Marc Pollefeys

A Constrained Latent Variable Model ( PDF)

Aydin Varol, Mathieu Salzmann, Pascal Fua, Raquel Urtasun

Salient Object Detection for Searched Web Images via Global Saliency ( PDF)

Peng Wang, Jingdong Wang, Gang Zeng, Jie Feng, Hongbin Zha

Multitarget Data Association with Higher-Order Motion Models ( PDF)

Robert Collins

Model Recommendation for Action Recognition ( PDF)

Pyry Matikainen, Rahul Sukthankar, Martial Hebert

Dense Reconstruction On-the-Fly ( PDF,  project,  videos)

Andreas Wendel, Michael Maurer, Gottfried Graber, Thomas Pock, Horst Bischof

Mobile Product Search with Bag of Hash Bits and Boundary Reranking ( PDF)

Junfeng He, Jinyuan Feng, Xianglong Liu, Tao Cheng, Tai-Hsu Lin, Hyunjin Chung, Shih-Fu Chang

Generalized Time Warping for Multi-modal Alignment of Human Motion ( PDF)

Feng Zhou, Fernando DelaTorre

Object retrieval and localization with spatially-constrained similarity measure and k-NN re-ranking ( PDF)

Xiaohui Shen, Zhe Lin, Jonathan Brandt, Shai Avidan, Ying Wu

Optical Flow in the Presence of Spatially-Varying Motion Blur ( PDF)

Travis Portz, Li Zhang, Hongrui Jiang

Single Image Multimaterial Estimation ( PDF)

Stephen Lombardi, Ko Nishino

Sparse Bayesian Multi-Task Learning for Predicting Cognitive Outcomes from Neuroimaging Measures in Alzheimer's Disease ( PDF)

Jing Wan, Zhilin Zhang, Jingwen Yan; Taiyong Li, Bhaskar Rao, Shiaofen Fang, Sungeun Kim, Shannon Risacher, Andrew Saykin, Li Shen

The Use of On-line Co-training to Reduce the Training Set Size in Pattern Recognition Methods: Application to Left Ventricle Segmentation in Ultrasound

Gustavo Carneiro, Jacinto Nascimento

Mining Actionlet Ensemble for Action Recognition with Depth Cameras ( PDF)

Jiang Wang, Zicheng Liu, Ying Wu, Junsong Yuan

Robust Boltzmann Machines for Recognition and Denoising ( PDF)

Yichuan Tang, Ruslan Salakhutdinov, Geoffrey Hinton

Non-sparse Linear Representations for Visual Tracking with Online Reservoir Metric Learning

Xi Li, Chunhua Shen, Qinfeng Shi, Anthony Dick, Anton van den Hengel

Learning Contour-Fragment-based Shape Model with And-Or Tree Representation

Liang Lin, Xiaolong Wang, Wei Yang, Jianhuang Lai

Improved Facial Expression Recognition via Uni-Hyperplane Classification ( PDF)

Sien Chew, Simon Lucey, Patrick Lucey, Sridha Sridharan

Scale Resilient, Rotation Invariant Articulated Object Matching ( PDF)

Hao Jiang, Taipeng Tian, Kun He, Stan Sclaroff

Generalizing Wiberg Algorithm for Rigid and Nonrigid Factorizations with Missing Components and Metric Constraints

Yinqiang Zheng, Shigeki Sugimoto, Shuicheng YAN, Masatoshi Okutomi

Large-scale Knowledge Transfer for Object Localization in ImageNet ( PDF)

Matthieu Guillaumin, Vittorio Ferrari

Seeing Double Without Confusion: Structure-from-motion in highly ambiguous scenes ( PDF)

Nianjuan Jiang, Ping Tan, Loong Fah Cheong

Markov Weight Fields for Face Sketch Synthesis

Hao Zhou, Zhanghui Kuang, Kwan-Yee Wong

Irregular lattices for complex shape grammar facade parsing

Hayko Riemenschneider, Ulrich Krispel, Wolfgang Thaller, Michael Donoser, Sven Havemann, Dieter Fellner, Horst Bischof

Multimodal Feature Fusion for Robust Event Detection in Web Videos

Pradeep Natarajan, Shiv Vitaladevuni; Unsang Park, Shuang Wu, Vasant Manohar, Xiaodan Zhuang, Stavros Tsakalidis, Rohit Prasad, Prem Natarajan

Modelling and Correction of Multipath Interference in Time of Flight Cameras

David Jim¨¦nez Cabello, Daniel Pizarro P¨¦rez, Manuel Mazo Quintas, Sira Elena Palazuelos Cagigas

Towards good practice in large-scale learning for image classification ( PDF)

Florent Perronnin, Zeynep Akata, Zaid Harchaoui, Cordelia Schmid

Learning Inter-related Visual Dictionary for Object Recognition

Ning Zhou, Jianping Fan

Dynamic Scene Understanding: The Role of Orientation Features in Space and Time in Scene Classification ( PDF,  project)

Konstantinos Derpanis, Matthieu Lecce, Kostas Daniilidis, Richard Wildes

From label fusion to correspondence fusion: a new approach to unbiased groupwise registration ( PDF)

Paul Yushkevich, Hongzhi Wang, John Pluta, Brian Avants

Fan Shape Model for Object Detection ( PDF)

Xinggang Wang, Tianyang Ma, Xiang Bai, Wenyu Liu,  Longin Jan Latecki

Geometry Constrained Sparse Coding for Single Image Super-resolution

Xiaoqiang Lu, Haoliang Yuan, Pingkun Yan, Yuan Yuan, Xuelong Li, Chinese Academy of Sciences)

Color Constancy Using Faces ( PDF)

Simone Bianco, Raimondo Schettini

Breeding Cats And Dogs

Omkar Parkhi, Andrea Vedaldi, Andrew Zisserman, Jawahar C.V.

Learning Active Facial Patches for Expression Analysis ( PDF)

Lin Zhong, qingshan Liu, peng Yang, Junzhou Huang, Dimitris Metaxas

Recognizing Alternative Spatiotemporal Structures of Human Activities

Mohamed Amer, Sinisa Todorovic

SUN Attribute Database:\\ Discovering, Annotating, and Recognizing Scene Attributes

James Hays, Genevieve Patterson

Globally Optimal Hand-Eye Calibration

Thomas Ruland, Tomas Pajdla, Lars Kr¨¹ger

Random Walks for Multi-Image Cosegmentation: Quasiconvexity Results and GPU-based Solutions ( PDF) - formely: Random Walks based Multi-Image Segmentation: Quasiconvexity Results and GPU-based Solutions for Low Entropy Appearance Models

Maxwell Collins,  Jia Xu, Leo Grady, Vikas Singh

Depth from Optical Turbulence ( PDF)

Yuandong Tian, Srinivasa Narasimhan, Alan Vannevel

Foreground Detection Using Spatiotemporal Projection Kernels

Yair Moshe, Yacov Hel-Or, Hagit Hel-Or

Unsupervised Feature Learning Framework for No-reference Image Quality Assessment

Peng Ye, Jayant Kumar, Le Kang, david Doermann

Multiple Clustered Instance Learning for Histopathology Cancer Image Classification, Segmentation and Clustering - formely: Multiple Clustered Instance Learning for Histopathology Cancer Image Recognition

Yan Xu, Jun-Yan Zhu, Eric Chang, Zhuowen Tu

Social behavior recognition in continuous video ( PDF)

Xavier Burgos-Artizzu, Piotr Dollar, Pietro Perona

RGB-(D) Scene Labeling: Features and Algorithms

Xiaofeng Ren, Liefeng Bo, Dieter Fox

Learning Ordinal Discriminative Features for Age Estimation

Changsheng Li, Qingshan Liu, jing Liu, Hanqing Lu

Independent Motion Detection Without Independent Motion Estimation ( PDF)

GEORGIOS GEORGIADIS, Alper Ayvaci, Stefano Soatto

Automatic Mitral Leaflet Tracking in Echocardiography by Outlier Detection in the Low-rank Representation

Xiaowei Zhou, Weichuan Yu

Robust Late Fusion with Multi-Task Low Rank Minimization ( PDF)

Guangnan Ye, Dong Liu, I-Hong Jhuo, Shih-Fu Chang

Unsupervised Object Class Discovery via Saliency-Guided Multiple Class Learning ( PDF) - formely: Unsupervised Object Class Discovery via Bottom-up Multiple Class Learning

Jun-Yan Zhu, Jiajun Wu,  Yichen Wei, Eric Chang, Zhuowen Tu

Spatially Coupled Pitman-Yor Processes for Modeling Uncertainty in Natural Image Segmentation

Soumya Ghosh, Erik Sudderth

2.5D Building Modeling by Discovering Global Regularities ( PDF,  videos)

Qian-Yi Zhou, Ulrich Neumann

Layered Segmentation and Optical Flow Estimation Over Time ( PDF,  supplementary material)

Deqing Sun,  Erik Sudderth,  Michael Black

A two-stage approach to blind spatially-varying motion deblurring

Hui Ji, Kang Wang

Image search results refinement via outlier detection using deep contexts ( PDF)

Junyang Lu, Jiazhen Zhou, Jingdong Wang

Scalable $k$-NN graph construction for visual descriptors ( PDF)

Jing Wang, Jingdong Wang, Gang Zeng, Zhuowen Tu, Shipeng Li

Multi-scale Dictionary for Single Image Super-resolution

Kaibing Zhang

Consistent Depth Maps Recovery from a Trinocular Video Sequence ( PDF)

Wenzhuo Yang, Guofeng Zhang, Hujun Bao, Jiwon Kim, Ho-Young Lee

Real-time Facial Feature Detection using Conditional Regression Forests ( PDF)

Matthias Dantone (ETH Zürich), Juergen Gall (ETH Zürich), Gabriele Fanelli (ETH Zürich), Luc Van Gool (ETH Zürich)

Discriminative Spatial Saliency for Image Classification ( PDF)

Gaurav Sharma,  Frederic Jurie,  Cordelia Schmid

Sparse Representation for Face Recognition based on Discriminative Low-Rank Dictionary Learning

Long Ma, Chunheng Wang, Baihua Xiao, Wen Zhou

Adaptive Figure-Ground Classification ( PDF,  project,supplementary material)

Yisong Chen, Antoni Chan

Learning Sparse Covariance Patterns for Natural Scenes ( PDF)

Liwei Wang,  Yin Li,  Jiaya Jia,  Jian Sun,  David Wipf,  James Rehg

Steerable part models ( PDF)

Hamed Pirsiavash, Deva Ramanan

Omni-Range Spatial Context for Visual Recognition

Bingbing NI, Singapore"), Shuicheng YAN, Mengdi Xu

Learning Hierarchical Similarity Metrics ( PDF)

Nakul Verma, Dhruv Mahajan, Sundararajan Sellamanickam, Vinod Nair

What Are Good Parts for Hair Shape Modeling? ( PDF)

Nan Wang, Haizhou Ai, Tang Feng

Real-time Image-based 6-DOF Localization in Large-Scale Environments ( PDF)

Hyon Lim, Sudipta Sinha, Michael Cohen, Matt Uyttendaele

Large Scale Metric Learning from Equivalence Constraints ( PDF,  code,  poster)

Martin Koestinger (Graz University of Technology),  Martin Hirzer (Graz University of Technology),  Paul Wohlhart (Graz University of Technology),  Peter M. Roth (Graz University of Technology), Horst Bischof (Graz University of Technology)

Image Collection Summarization via Dictionary Learning for Sparse Representation

Chunlei Yang, Jianping Fan

Saliency-Guided Integration of Multiple Scans

Ran Song, Yonghuai Liu, Ralph Martin, Paul Rosin

Maximum Weight Cliques with Mutex Constraints for Video Object Segmentation

Tianyang Ma, Longin Jan Latecki

Decomposing and Regularizing Sparse/Non-sparse Components for Motion Field Estimation

Zhuoyuan CHEN, Ying Wu, Jiang Wang

Reconfigurable Models for Scene Recognition

Sobhan Naderi Parizi, John Oberlin, Pedro Felzenszwalb

Linear Solution to Scale Invariant Global Figure Ground Separation

Hao Jiang

A Hierarchical Image Clustering Cosegmentation Framework

Edward Kim, Hongsheng Li, Xiaolei Huang

Top-Down Visual Saliency via Joint CRF and Dictionary Learning

Jimei Yang, Ming-Hsuan Yang

Shape, Albedo, and Illumination from a Single Image of an Unknown Object

Jonathan Barron, Jitendra Malik

Complex Loss Optimization via Dual Decomposition

Arash Vahdat, Greg Mori, Mani Ranjbar

Exemplar-Based Human Action Pose Correction

Wei Shen, Zhuowen Tu, Ke Deng, Xiang Bai, Tommer Leyvand, Baining Guo

Affinity Learning via Self-diffusion for Image Segmentation and Clustering

Bo Wang, Zhuowen Tu

Fast approximate k-means via cluster closures ( PDF)

Jing Wang, Jingdong Wang, Qifa Ke, Gang Zeng, Shipeng Li

Recognizing Proxemics in Personal Photos

Yi Yang, Simon Baker, Anitha Kannan, Deva Ramanan

Visual Stem Mapping and Geometric Tense Coding for Augmented Visual Vocabulary

Ke Gao, Yong Zhang, Lin Shouxun, Zhang Wei

Higher Level Segmentation: Detecting and Grouping of Invariant Repetitive Patterns

Yunliang Cai, George Baciu

Icon Scanning: Towards Next Generation QR Codes ( PDF)

Itamar Friedman,Lihi Zelnik-Manor

Intrinsic Shape Context Descriptors for Deformable Shapes ( PDF)

Iasonas Kokkinos, Michael Bronstein,  Roee Litman, Alexander Bronstein

Multiclass Pixel Labeling with Non-Local Matching Constraints ( PDF)

Stephen Gould

Sparse Kernel Approximations for Efficient Classification and Detection ( PDF)

Andrea Vedaldi, Andrew Zisserman

Structured Local Predictors for Image Labelling

Samuel Rota Bulo', Peter Kontschieder, Marcello Pelillo, Horst Bischof

Real-Time Scene Text Localization and Recognition

Lukas Neumann, Jiri Matas

A New Mirror-based Extrinsic Camera Calibration Using an Orthogonality Constraint ( PDF,  project,videos,code)

Kosuke Takahashi, Shohei Nobuhara, Takashi Matsuyama

Neighborhood Repulsed Metric Learning for Kinship Verification

Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Yuanyuan Shang, Yap-Peng Tan

Top-Down and Bottom-up Cues for Scene Text Recognition ( PDF,  project)

Anand Mishra, Karteek Alahari, C.V. Jawahar

From Pictorial Structures to Deformable Structures ( PDF,  project)

Silvia Zuffi,  Oren Freifeld,  Michael Black

Monotonicity and Error Type Differentiability in Performance Measures for Target Detection and Tracking in Video

Ido Leichter, Eyal Krupka

Non-Negative Low Rank and Sparse Graph for Semi-Supervised Learning

Liansheng Zhuang, Haoyuan Gao, Zhouchen Lin, Yi Ma, Nenghai Yu

Transfer Re-identification: From Person to Set-based Verification

Wei-Shi Zheng, Shaogang Gong, Tao Xiang

Learning 3D Object Template by Hierarchical Quantization of Geometry and Appearance Spaces

WENZE HU

Automatic Upright Adjustment of Photographs ( PDF)

Hyunjun Lee, Eli Shechtman,  Jue Wang, Seungyong Lee

DCMSVM: Distributed Parallel Training For Single-Machine Multiclass Classifiers

Alex Berg, Xufeng Han

"Knock! Knock! Who is it?" Probabilistic Person Identification in TV-Series ( PDF,  project)

Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen

Understanding and Predicting Importance in Images

Karl Stratos, Aneesh Sood, Alyssa Mensch; Margaret Mitchell; Kota Yamaguchi, Xufeng Han, Amit Goyal, Jesse Dodge, hal Daume III, Alex Berg, Tamara Berg

Automated Quantitative Description of Spiral Galaxy Arm-Segment Structure

Darren Davis, Wayne Hayes

You Are What You Wear: Parsing Clothing in Fashion Photos

Kota Yamaguchi, Hadi Kiapour, Luis Ortiz, Tamara Berg

Weakly Supervised Sparse Coding with Geometric Consistency Pooling

Liujuan Cao, Rongrong Ji, Yue Gao, Yi Yang, Qi Tian

What Is Optimized in Tight Convex Relaxations for Multi-Label Problems? ( PDF)

Christopher Zach, Christian Haene, Marc Pollefeys

Leveraging Category-Level Labels For Instance-Level Image Retrieval ( PDF)

Albert Gordo, Jose Rodriguez, Florent Perronnin, Ernest Valveny

Collection Flow

Ira Kemelmacher, Steve Seitz

Dense Lagrangian Motion Estimation with Occlusions

Susanna Ricco, carlo Tomasi

Image Description with a Goal: Building Efficient Discriminating Expressions for Images

Amir Sadovnik, Yi-I Chiu, Shimon Edelman, Tsuhan Chen

Describing the Scene as a Whole: Joint Object Detection, Scene Classification and Semantic Segmentation

Jian Yao, Sanja Fidler, Raquel Urtasun

Interactive Object Detection

Angela Yao, Juergen Gall, Christian Leistner, Luc Van Gool

A Learning Based Deformable Template Matching Method for Automatic Rib Centerline Extraction and Labeling in CT Images ( PDF)

Dijia Wu, David Liu, Zoltan Puskas, Shaohua Zhou

Online Robust Image Alignment via Iterative Convex Optimization ( PDF)

Yi Wu, Bin Shen,  Haibin Ling

Look into the Black Box : Understanding Bag-of-Feature Classification System by Support Region Detection

Lingqiao Liu, Lei Wang

Nonparametric Image Parsing using Adaptive Neighbor Sets

David Eigen, Rob Fergus

Twisted Window Search for Efficient Shape Localization

Steve Gu, Ying Zheng, carlo Tomasi

Robust Maximum Likelihood Estimation by Sparse Bundle Adjustment using the $L_1$ Norm

Zhijun Dai, Fengjun Zhang, Hongan Wang

Robust Nonrigid ICP Using Outlier-Sparsity Regularization ( PDF)

Hidekata Hontani, Takamiti Matsuno, Yoshihide Sawada

Power Mean SVM for Large Scale Visual Classification

Jianxin Wu

Optimal Integration of Photometric and Geometric Surface Measurements Using Inaccurate Reflectance/Illumination Knowledge

Takayuki Okatani, Koichiro Deguchi

Sparse Representation for Blind Image Quality Assessment

Lihuo He

Robust Stereo with Flash and No-flash Image Pairs

Changyin Zhou, Alejandro Troccoli, Kari Pulli

Substructure and Boundary Modeling for Continuous Action Recognition

Zhaowen Wang, Jinjun Wang, Jing Xiao, Kai-Hsiang Lin, Thomas Huang

Multi-label ReliefF and F-statistic Feature Selections for Image Annotation

Deguang Kong, Chris Ding

Part-based Multiple-Person Tracking with Partial Occlusion Handling

Guang Shu, Omar Oreifej, Afshin Dehghan, Mubarak Shah

Robust Plane-Based Structure From Motion ( PDF)

Zihan Zhou, Hailin Jin, Yi Ma

Exploiting Web Images for Event Recognition in Consumer Videos: A Multiple Source Domain Adaptation Approach ( PDF)

Lixin Duan, Dong Xu, Shih-Fu Chang

The Random Cluster Model for Robust Geometric Fitting

Trung Pham, Tat-Jun Chin, Jin Yu, David Suter

Multi-View Hair Capture using Orientation Fields ( PDF,  videos,  project)

Linjie Luo, Hao Li, Thibaut Weise, Sylvain Paris, Mark Pauly, Szymon Rusinkiewicz

A Fast Nearest Neighbor Search Algorithm by Nonlinear Embedding ( PDF) - formely: A Fast Nearest Neighbor Search Algorithm

Yoonho Hwang (POSTECH),  Bohyung Han (POSTECH), Hee-Kap Ahn (POSTECH)

Recovering Free Space of Indoor Scenes from a Single Image

Varsha Hedau, Derek Hoiem, David Forsyth

Discovering Important People and Objects for Egocentric Video Summarization

Yong Jae Lee, Joydeep Ghosh, Kristen Grauman

Schematic Surface Reconstruction ( PDF,  videos)

Changchang Wu, Sameer Agarwal, Brian Curless, Steve Seitz

Social Roles in Hierarchical Models for Human Activity Recognition

Tian Lan, Leonid Sigal, Greg Mori

Bilevel Sparse Coding for Coupled Feature Spaces

Jianchao Yang, Zhaowen Wang, Zhe Lin

3D Visual Phrases for Landmark Recognition ( PDF,  poster,  dataset)

Qiang Hao, Rui Cai, Zhiwei Li, Lei Zhang, Yanwei Pang, Feng Wu

Connecting the Dots in Multi-Class Classification: From Nearest Subspace to Collaborative Representation

Yuejie Chi, Fatih Porikli

Weighted color and texture sample selection for image matting

Ehsan Shahrian Varnousfaderani, Deepu Rajan

Enhancing Underwater Images and Videos by Fusion ( PDF,  project,videos)

Cosmin Ancuti, Codruta Ancuti, Philipe Bekaert

Efficient Structured Prediction for 3D Indoor Scene Understanding ( PDF)

Alexander Schwing, Hazan Tamir, Marc Pollefeys, Raquel Urtasun

Application of the Mean Field Methods to MRF Optimization in Computer Vision

Masaki Saito, Takayuki Okatani, Koichiro Deguchi

Convex Reduction of High-Dimensional Kernels for Visual Classification ( PDF)

Efstratios Gavves, Cees G.M. Snoek, Arnold W.M. Smeulders

Visual Tracking via Adaptive Structural Local Sparse Appearance Model ( PDF,  project,  code,  dataset)

Xu Jia,  Huchuan Lu,  Ming-Hsuan Yang

Locality-constrained and spatially regularized coding for scene categorization

Aymen Shabou, Herv¨¦ Le Borgne

A Bundle Approach To Efficient MAP-Inference by Lagrangian Relaxation

Joerg Kappes, Bogdan Savchynskyy, Christoph Schnoerr

Making Minimal Solvers Fast

Martin Bujnak, Zuzana Kukelova, Tomas Pajdla

Fast Axis Estimation from a Segment of Rotationally Symmetric Object

Dongjin Han, Hern-soo Hahn

Example-based Cross-Modal Denoising

Dana Segev, Yoav Schechner, Michael Elad

RALF: A Reinforced Active Learning Formulation for Object Class Recognition ( PDF,  project) - formely: Reinforced Active Learning: An Object Class Learning-by-Doing Approach

Sandra Ebert, Mario Fritz, Bernt Schiele

On Partial Least Squares in Head Pose Estimation: How to simultaneously deal with misalignment ( PDF)

Murad Al Haj, Jordi Gonzalez, Larry Davis

Batch Mode Adaptive Multiple Instance Learning for Computer Vision Tasks

Wen Li, Lixin Duan, Ivor Tsang, Dong Xu

Photometric Stereo for Outdoor Webcams

Fabian Langguth, Jens Ackermann, Simon Fuhrmann, Michael Goesele

Real time robust L1 tracker using accelerated proximal gradient approach ( PDF)

Chenglong Bao, Yi Wu,  Haibin Ling, Hui Ji

(Unseen) Event Recognition Using Faceted Composition

Julian Stöttinger, Jasper Uijlings, Anand Pandey, Nicu Sebe, Fausto Giunchiglia

Robust Object Tracking via Sparsity-based Collaborative Model ( PDF,  project,  code,  dataset)

Wei Zhong,  Huchuan Lu,  Ming-Hsuan Yang

Graph Cuts Optimization for Multi-Limb Human Segmentation in Depth Maps ( PDF)

Antonio Hernandez-Vela, Nadezhda Zlateva, Alexander Marinov, Miguel Reyes, Petia Radeva, Dimo Dimov, Sergio Escalera

Shrink boost for selecting multi-LBP histogram features in object detection ( PDF)

Cher Keng Heng, Sumio Yokomitsu, Yuichi Matsumoto, Hajime Tamura

3D Constrained Local Model for Rigid and Non-Rigid Facial Tracking

Tadas Baltrušaitis, Peter Robinson, Louis-Philippe Morency

Discovering and exploiting 3D symmetries in structure from motion ( PDF)

Andrea Cohen,  Christopher Zach, Sudipta Sinha, Marc Pollefeys

Video Segmentation by Tracing Discontinuities in a Trajectory Embedding

Katerina Fragkiadaki, Jianbo Shi

Low-Rank Matrix Recovery with Structural Incoherence for Robust Face Recognition

Chih-Fan Chen, Chia-Po Wei, Yu-Chiang Frank Wang

On SIFTs and their Scales ( project)

Tal Hassner, Viki Mayzelsc,  Lihi Zelnik-Manor

PCCA: a new approach for distance learning from sparse pairwise constraints ( PDF)

Alexis Mignon, Frederic Jurie

Bispectral Photometric Stereo based on Fluorescence

Imari Sato, Takahiro Okabe, Yoichi Sato

MAP-MRF Inference Based on Extended Junction Tree Representation

Zheng Yun, Chen Pei, Cao Jiangzhong

Saliency Filters: Contrast Based Filtering for Salient Region Detection ( PDF,  project,  dataset) - formely: Saliency Filters

Federico Perazzi,  Philipp Krähenbül,  Yael Pritch,  Alexander Hornung

Graph-based Detection, Segmentation & Characterization of Brain Tumors

Sarah Parisot, Hugues Duffau, St¨¦phane Chemouny, Nikos Paragios

Regression Tree Fields -- An Efficient, Non-parametric Approach to Image Labeling Problems ( PDF,  project,  supplementary material)

Jeremy Jancsary,  Sebastian Nowozin,  Toby Sharp,  Carsten Rother

Joint 2D-3D Temporally Consistent Semantic Segmentation of Street Scenes

Georgios Floros, Bastian Leibe

Robust Non-Rigid Registration of 2D and 3D Graphs

Eduard Serradell Domingo), przemyslaw Glowacki), Jan Kybic, Francesc Moreno-Noguer), Pascal Fua

Active Attentional Sampling for Speed-up of Background Subtraction ( PDF,  poster,  videos)

Hyung Jin Chang, Hawook Jeong, Jin Young Choi

A Discriminative Deep Model for Pedestrian Detection with Occlusion Handling

Wanli Ouyang, Xiaogang Wang

Robust Tracking via Weakly Supervised Ranking SVM

Ming Tang, Ming Tang

Efficient Automatic 3D-Reconstruction of Branching Neurons from EM Data

Jan Funke, Bjoern Andres, Fred Hamprecht, Albert Cardona, Matthew Cook

The Inverted Multi-Index ( PDF)

Artem Babenko,  Victor Lempitsky

Image Sets Alignment for Video-based Face Recognition

Zhen Cui, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen

A 3D Extension to Cortex Like Mechanisms for 3D Object Class Recognition

Greg Flitton, Toby Breckon, Najla Megherbi Bouallagui

A regularized spectral algorithm for Hidden Markov Models with applications in computer vision

Minh Ha Quang, Marco Cristani, Alessandro Perina, Vittorio Murino)

Bridging the Past, Present and Future: Modeling Scene Activities From Event Relationships and Global Rules

Jagannadan Varadarajan, Remi Emonet, Jean-Marc Odobez

Cross-view Activity Recognition using Hankelets

Octavia Camps, Binlong Li, Mario Sznaier

Tracking the Articulated Motion of Two Strongly Interacting Hands ( PDF,  project,  videos)

Iason Oikonomidis (FORTH and CSD - Univ. of Crete),  Nikolaos Kyriazis (FORTH and CSD - Univ. of Crete),  Antonis Argyros (FORTH and CSD - Univ. of Crete)

Fast Computation of min-Hash signatures for Image Collections

Ondrej Chum, Jiri Matas

Multi-column Deep Neural Networks for Image Classification ( PDF)

Dan Ciresan, Ueli Meier, Juergen Schmidhuber

Exploiting Nonlocal Spatiotemporal Structure for Video Segmentation

Hsien-Ting Cheng, Narendra Ahuja

Super Edge Grouping for Object Localization by Combining Appearance and Shape Information

Zhiqi Zhang, Sanja Fidler, Jarrell Waggoner, Yu Cao, Sven Dickinson, Jeffrey Siskind, Song Wang

Meta-Class Features for Large-Scale Object Categorization on a Budget

Alessandro Bergamo, Lorenzo Torresani

Spatio-temporal Motion Tracking with Unsynchronized Cameras

Ahmed Elhayek, Carsten Stoll, Nils Hasler, Kwang In Kim, Hans-Peter Seidel, Christian Theobalt

Video Stabilization with a Depth Camera

Shuaicheng Liu, Yingting Wang, Lu Yuan, Ping Tan, Jian Sun

Image denoising: Can plain Neural Networks compete with BM3D?

Harold Christopher Burger, Christian Schuler, Stefan Harmeling

Unsupervised Learning of Translation Invariant Occlusive Components ( PDF)

Zhenwen Dai, Jörg Lücke

Transferring a Generic Pedestrian Detector Towards Specific Scenes ( PDF)

Meng Wang, Wei Li,  Xiaogang Wang

AVA: A Large-Scale Database for Aesthetic Visual Analysis ( PDF,  project)

Luca Marchesotti, Naila Murray, Florent Perronnin

Robust Camera Self-Calibration from Monocular Images of Manhattan Worlds ( PDF,  supplementary material,  poster)

Horst Wildenauer, Allan Hanbury

Compressive Depth Map Acquisition Using a Single Photon-Counting Detector: Parametric Signal Processing Meets Sparsity

Andrea Colaco, Ahmed Kirmani, Gregory Howland, John Howell, Vivek Goyal

Learning Object Class Detectors from Weakly Annotated Video ( PDF)

Alessandro Prest, Christian Leistner,  Javier Civera, Cordelia Schmid, Vittorio Ferrari

Real-Time 6D Stereo Visual Odometry with Non-Overlapping Fields of View

Tim Kazik, Laurent Kneip, Janosch Nikolic, Marc Pollefeys, Roland Siegwart

Single Image 3D Human Pose Estimation from Noisy Observations

Edgar Simo-Serra), Arnau Ramisa), Guillem Alenya), Carme Torras), Francesc Moreno-Noguer)

Mobile Object Detection through Client-Server based Vote Transfer ( PDF)

Shyam Sunder Kumar, Silvio Savarese,  Min Sun

Joint Motion Estimation and Segmentation of Complex Scenes with Label Costs and Occlusion Modeling

Markus Unger, Manuel Werlberger, Thomas Pock, Horst Bischof

A Game-Theoretic Approach to Deformable Shape Matching ( PDF)

Emanuele Rodolà, Alexander Bronstein, Andrea Albarelli, Filippo Bergamasco, Andrea Torsello

Evaluation of Low-Level Features for Event Detection in Open Source Videos

Amir Tamrakar

Learning Structural Element Patch Models With Hierarchical Palettes

Jeroen Chua, Inmar Givoni, Ryan Adams, Brendan Frey

Unsupervised Incremental Learning for Improved Object Detection in a Video

Pramod Sharma, Chang Huang, Ram Nevatia

Color Attributes for Object Detection ( PDF,  project)

Fahad Shahbaz Khan, Rao Muhammad Anwer,  Joost van de Weijer, Andrew D. Bagdanov, Maria Vanrell, Antonio L¨®pez

Synthesizing Oil Painting Surface Geometry from a Single Photograph ( PDF)

Wei Luo, Zheng Lu, Ying-qing Xu, Xiaogang Wang, Moshe Ben-Ezra, Michael Brown

Factorizing Appearance Using Epitomic Flobject Analysis

Patrick Li, Brendan Frey

An Analysis on Color Demosaicing in Plenoptic Cameras

Zhan Yu, Todor Georgiev, Andrew Lumsdaine, Jingyi Yu

Fast Algorithms for Structured Robust Principal Component Analysis

Mustafa Ayazoglu, Mario Sznaier, Octavia Camps

Chebyshev Approximations to the Histogram Chi-Square Kernel

Fuxin Li, Guy Lebanon, Cristian Sminchisescu

Unsupervised co-segmentation through region matching ( PDF)

Jose Rubio, Joan Serrat, Antonio López, Nikos Paragios

Progressive Shape Models

Antoine Letouzey, Edmond Boyer

Computer Vision Aided Target Linked Radiation Imaging

Dashan Gao, Yi Yao, Feng Pan; Ting Yu, Li Guan, Bing Yu, Tai-Peng Tian, Dixon III Walter, Brian Yanoff, Nils Krahnstoever

Fast Recursive Ensemble Convolution of Haar-like Features

Daniel Wesierski, Maher Mkhinini, Patrick Horain, Anna Jezierska

A Unifying Formulation for Resolution-Independent Early Vision

Andrew Fitzgibbon, Fabio Viola

Background modeling using adaptive pixelwise kernel variances in a hybrid feature space ( PDF)

Manjunath Narayana,  Allen Hanson,  Erik Learned-Miller

Local Naive Bayes Nearest Neighbor for Image Classification ( PDF,  project)

Sancho McCann, David Lowe

Learning to Segment Dense Cell Nuclei with Shape Prior

Xinghua Lou, Ullrich Koethe, Jochen Wittbrodt, Fred Hamprecht

A Riemannian Approach for estimating Orientation Distribution Function (ODF) Images from High-Angular Resolution Diffusion Imaging (HARDI)

Kai Krajsek, Hanno Scharr

Multi View Registration for Novelty/Background Separation ( PDF,  supplementary material)

Omid Aghazadeh, Josephine Sullivan, Stefan Carlsson

Regularization of Images Semantics for Improved Retrieval

Jose Costa Pereira, Nuno Vasconcelos

The Image Torque Operator: A New Tool for Mid-level Vision

Morimichi Nishigaki, Cornelia Fermuller, Daniel DeMenthon

Automated Annotation of Coral Reef Survey Images

Oscar Beijbom, Tali Treibitz, Gregory Mitchell, David Kriegman

A Convex Representation for the Vectorial Mumford-Shah Functional

Evgeny Strekalovskiy, Antonin Chambolle, Daniel Cremers

Low Level Vision via Switchable Markov Random Fields

Dahua Lin, John Fisher III

Revisiting Uncertainty in Graph Cut Solutions

Daniel Tarlow, Ryan Adams

Decentralized Particle Filter for Joint Individual-Group Tracking

Loris Bazzani, Marco Cristani, Vittorio Murino)

Seeded watershed cut uncertainty estimators for guided interactive segmentation

Christoph Straehle, Ullrich Koethe, Kevin Briggman, Winfried Denk, Fred Hamprecht

A Data Driven Method for Feature Transformation

Mert Dikmen, Thomas Huang

Efficient Online Structured Output Learning for Keypoint-Based Object Tracking ( PDF,  project)

Sam Hare,  Amir Saffari,  Phil Torr

Multi-output Laplacian Dynamic Ordinal Regression for Facial Expression Recognition and Intensity Estimation

Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic

Video Anomaly Detection Based on Local Statistical Aggregates

Venkatesh Saligrama, Manqi Zhao, Zhu Chen

Affinity Aggregation for Spectral Clustering ( PDF)

Hsin-Chien Huang, Yung-Yu Chuang, Chu-Song Chen

FREAK: Fast Retina Keypoint ( PDF,  project)

Alexandre Alahi, Raphaël Ortiz, Pierre Vandergheynst

Bag of Textons for Image Segmentation via Soft Clustering and Convex Shift

Zhiding Yu,  Ang Li, Oscar Au

Segmentation Using Superpixels: A Bipartite Graph Partitioning Approach ( PDF)

Zhenguo Li, Xiao-Ming Wu, Shih-Fu Chang

Hand Tracking by Binary Quadratic Programming and Its Application to Retail Activity Recognition

Hoang Trinh, Quanfu Fan, Prasad Gabbur, Sharath Pankanti

Classifying Covert Photographs ( PDF) - formely: Classifying Secret Photographs

Haitao Lang,  Haibin Ling

Customizing Biometric Authentication Systems via Discriminative Score Calibration

Norman Poh, Massimo Tistarelli

Parsing Facade with Rank-One Approximation ( PDF,  code)

Yang Chao, Tian Han, Long Quan, Chiew Lan Tai

Fast and Globally Optimal Single View Reconstruction of Curved Objects

Martin Oswald, Eno Töppe, Daniel Cremers

Fast Dynamic Programming for Labeling Problems with Ordering Constraints

Junjie Bai, Qi Song, Olga Veksler, Xiaodong Wu

Distribution Fields for Tracking ( PDF,  project,  code)

Laura Sevilla,  Erik Learned-Miller

The Schrödinger Distance Transform (SDT) for point-sets and curves

Manu Sethi, Anand Rangarajan, Karthik Gurumoorthy

Online Continuous Stereo Extrinsic Parameter Estimation

Peter Hansen, Peter Rander, Hatem Alismail, Brett Browning

Boosting Algorithms for Simultaneous Feature Extraction and Selection

Mohammad Saberian, Nuno Vasconcelos

Names and Shades of color for intrinsic image estimation

Marc Serra Vidal, Robert Benavente, Olivier Penacchio, Maria Vanrell

Image Matching using Local Symmetry Features ( PDF,  project,  software,  dataset)

Daniel Cabrini Hauagge,  Noah Snavely

Learning to Localize Detected Objects

Qieyun Dai, Derek Hoiem

City Scale Geo-spatial Trajectory Estimation of a Moving Camera

Gonzalo Vaca-Castano, Amir Roshan zamir, Mubarak Shah

Randomized Spatial Context for Object Search ( PDF,  videos)

Yuning Jiang,  Jingjing Meng,  Junsong Yuan

Action Recognition by Exploring the Data Distribution and Feature Correlation

Sen Wang, Yi Yang, Zhigang Ma, Xue Li, Chaoyi Pang, Alex Hauptmann

Iterative Nearest Neighbors for Classification and Dimensionality Reduction ( PDF)

Radu Timofte ( VISICS),  Luc Van Gool ( VISICS)

Sasaki Metrics for Analysis of Longitudinal Data on Manifolds ( PDF)

Prasanna Muralidharan, P. Thomas Fletcher

Robust Non-negative Graph Embedding: Towards Noisy Data, Unreliable Graph, and Noisy Labels

Hanwang Zhang, Zhengjun Zha, Shuicheng YAN, Meng Wang, Tat-seng Chua

A Combined Pose, Object, and Feature Model for Action Understanding

Ben Packer, Daphne Koller

Geometric Understanding of Point Clouds Using Laplace-Beltrami Operator

JIAN LIANG, Rongjie Lai, Tsz Wai Wong, Hongkai Zhao

Online Incremental Attribute-based Zero-shot Learning

Pichai Kankuekul, Aram Kawewong, Sirinart Tangruamsub

Seeing through the Blur ( PDF)

Hossein Mobahi, C. Lawrence Zitnick, Yi Ma

Fast Search in Hamming Space with Multi-Index Hashing ( PDF)

Mohammad Norouzi, Ali Punjani, David Fleet