CVPR 2009 papers

Image and Video Search (oral)

Pose Search: retrieving people using their pose ( PDF)

Vittorio Ferrari, Manuel Marin-Jimenez, Andrew Zisserman

Efficient Representation of Local Geometry for Large Scale Object Retrieval

Michal Perdoch, Ondrej Chum, Jiri Matas

Geometric min-Hashing: Finding a (Thick) Needle in a Haystack ( PDF)

Ondrej Chum, Michal Perdoch, Jiri Matas

Bundling Features for Large Scale Partial-Duplicate Web Image Search ( PDF,  project,  abstract)

Zhong Wu,  Qifa Ke,  Michael Isard,  Jian Sun

Optical Flow and Image Registration (oral)

Contextual Flow ( PDF)

Ying Wu, Jialue Fan

Large Displacement Optical Flow ( PDF,  video)

Thomas Brox, Christoph Bregler, Jitendra Malik1

Image Registration by Minimization of Residual Complexity ( PDF)

Andriy Myronenko, Xubo Song

Learning General Optical Flow Subspaces for Egomotion Estimation and Detection of Motion Anomalies ( PDF,  project, video)

Richard Roberts, Christian Potthast, Frank Dellaert

Poster Session 1

A Unified Active and Semi-Supervised Learning Framework for Image Compression

Xiaofei He, Ming Ji, Hujun Bao

Digital Face Makeup by Example ( PDF,  project)

Dong Guo,  Terence Sim

Hardware-Efficient Belief Propagation ( PDF,  project)

Chia-Kai Liang,  Chao-Chung Cheng, Yen-Chieh Lai,  Liang-Gee Chen,  Homer H. Chen

Directed Assistance for Ink-Bleed Reduction in Old Documents

Zheng Lu, Zheng Wu, Michael Brown

Vanishing Point Detection for Road Detection ( PDF)

Hui Kong, Jean-Yves Audibert, Jean Ponce

Blind motion deblurring from a single image using sparse approximation ( PDF)

Jian-Feng Cai, Hui Ji, Chaoqiang Liu,  Zuowei Shen

Human Age Estimation Using Bio-inspired Features

Guodong Guo, Guowang Mu, Yun Fu, Thomas Huang

Cancelable Iris Biometrics: Using Error Correcting Codes to Reduce Variabilities of the Biometric Data

Sanjay Kanade, Dijana Petrovska-DelacrŽtaz, Bernadette Dorizzi

Physiological Face Recognition Is Coming of Age

Pradeep Buddharaju, Ioannis Pavlidis

Support Vector Machines in Face Recognition with Occlusions ( PDF)

Hongjun Jia, Aleix Martinez

Boosted Multi-Task Learning for Face Verification With Applications to Web Image and Video Search ( PDF)

Xiaogang Wang, Cha Zhang,  Zhengyou Zhang

Volterrafaces: Discriminant Analysis using Volterra Kernels ( PDF)

Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri

Learning Mappings for Face Synthesis from Near Infrared to Visual Light Images

Jie Chen, Dong Yi, Jimei Yang, Guoying Zhao, Stan Li, Matti PietikŠinen

Shape Evolution for Rigid and Nonrigid Shape Registration and Recovery

Junyan Wang, Kap Luk Chan

SIFT-Rank: Ordinal Description for Invariant Feature Correspondence

Matthew Toews, William Wells

Picking the best DAISY ( PDF)

Simon Winder, Gang Hua,  Matthew Brown

Learning Similarity Measure for Multi-Modal 3D Image Registration

Daewon Lee, Matthias Hofmann, Florian Steinke, Yasemin Altun, Nathan Cahill, Bernhard Schšlkopf

Constrained Marginal Space Learning for Efficient 3D Anatomical Structure Detection in Medical Images

Yefeng Zheng, Bogdan Georgescu, Haibin Ling, S. Kevin Zhou, Michael Scheuering, Comaniciu Dorin

Shape Analysis with Conformal Invariants for Multiply Connected Domains and its Application to Analyzing Brain Morphology

Yalin Wang, Xianfeng Gu, Tony Chan, Paul Thompson

Automated Feature Extraction for Early Detection of Diabetic Retinopathy in Fundus Images ( PDF)

Saiprasad Ravishankar, Arpit Jain,  Anurag Mittal

A Robust Parametric Method for Bias Field Estimation and Segmentation of MR Images

Chunming Li, Chris Gatenby, Li Wang, John Gore

Markerless Motion Capture with Unsynchronized Moving Cameras ( PDF,  video)

Nils Hasler, Bodo Rosenhahn, Thorsten Thormählen, Michael Wand, Juergen Gall, Hans-Peter Seidel

Early Spatiotemporal Grouping with a Distributed Oriented Energy Representation ( PDF,  project,  dataset and results)

Konstantinos Derpanis,  Richard Wildes

Discriminatively Trained Particle Filters for Complex Multi-Object Tracking

Rob Hess, Alan Fern

ImageNet: A Large-Scale Hierarchical Image Database ( PDF)

Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, Li Fei-Fei

Understanding Images of Groups of People ( PDF)

Andrew Gallagher,  Tsuhan Chen

Efficient Algorithms for Subwindow Search in Object Detection and Localization ( PDF,  source code)

Senjian An, Patrick Peursum, Wanquan Liu, Svetha Venkatesh

Learning Mixed Templates for Object Recognition

Zhangzhang Si, Haifeng Gong, Ying Nian Wu, Song-Chun Zhu

Fast concurrent object localization and recognition ( PDF)

Tom Yeh, John Lee, Trevor Darrell

Shape-based Detection of Moving Objects in Videos Using Synthetic 3D Models

Alexander Toshev, Ameesh Makadia, Kostas Daniilidis

A Collaborative Benchmark for Region of Interest Detection Algorithms ( PDF)

Tz-Huan Huang, Kai-Yin Cheng,  Yung-Yu Chuang

Pedestrian Detection: A Benchmark ( PDF)

Piotr Dollár, Christian Wojek, Bernt Schiele, Pietro Perona

Learning Trajectory Patterns by Clustering: Experimental Studies and Comparative Evaluation ( PDF)

Brendan Morris, Mohan Trivedi

Learning color and locality cues for moving object detection and segmentation

Feng Liu, Michael Gleicher

Increased Discrimination in Level Set Methods with Embedded Conditional Random Fields ( PDF)

Dana Cobzas, Mark Schmidt

Extraction of Tubular Structures over an Orientation Domain ( PDF)

Mickael Pechaud, Gabriel Peyre, Renaud Keriven

LidarBoost: Depth Superresolution for ToF 3D Shape Scanning ( PDF,  project,  additional material)

Sebastian Schuon, Christian Theobalt, James Davis, Sebastian Thrun

Efficient Planar Graph Cuts with Applications in Computer Vision ( PDF)

Frank R. Schmidt, Eno Töppe, Daniel Cremers

Locally Constrained Diffusion Process on Locally Densified Distance Spaces with Applications to Shape Retrieval

Xingwei Yang, Suzan Koknar-Tezel, Longin Jan Latecki

Shape Classification Through Structured Learning of Matching Measures ( PDF)

Longbin Chen, Julian J. McAuley,  Rogerio S. Feris, Tiberio S. Caetano, Matthew Turk

Surface Feature Detection and Description with Applications to Mesh Matching ( PDF,  abstract)

Andrei Zaharescu, Edmond Boyer, Kiran Varanasi, Radu Horaud

Robust Multi-Class Transductive Learning with Graphs ( PDF)

Wei Liu,  Shih-fu Chang

Multiplicative Nonnegative Graph Embedding ( PDF)

Changhu Wang, Zheng Song, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang

Image Categorization with Spatial Mismatch Kernels

Zhiwu Lu, Horace Ip

Multiple Instance Feature for Robust Part-based Object Detection ( PDF)

Zhe Lin,  Gang Hua, Larry Davis

Recognizing Indoor Scenes ( PDF)

Ariadna Quattoni,  Antonio Torralba

Constrained Clustering via Spectral Regularization

Zhenguo Li, Jianzhuang Liu, Xiaoou Tang

Manifold Discriminant Analysis

Ruiping Wang, Xilin Chen

Stereo Matching in the Presence of Sub-Pixel Calibration Errors

Heiko Hirschmueller, Stefan Gehrig

Mutual Information-based Stereo Matching Combined with SIFT Descriptor in Log-chromaticity Color Space ( PDF)

Yong Seok Heo,  Kyoung Mu Lee, Sang Uk Lee

Joint Depth and Alpha Matte Optimization via Fusion of Stereo and Time-of-Flight Sensor

Jiejie Zhu, Miao Liao, Ruigang Yang, Zhigeng Pan

Learning Semantic Visual Vocabularies Using Diffusion Distance ( PDF)

Jingen Liu, Yang Yang, and Mubarak Shah

Topology Dictionary with Markov Model for 3D Video Content-Based Skimming and Description

Tony Tung, Takashi Matsuyama

Learning Optimized MAP Estimates in Continuously-Valued MRF Models ( PDF)

Kegan G. G. Samuel,  Marshall F. Tappen

Stereo (oral)

Stereo Matching with Nonparametric Smoothness Priors in Feature Space ( PDF,  project, video)

Brandon Smith,  Li Zhang,  Hailin Jin

Spatiotemporal Stereo via Spatiotemporal Quadric Element (Stequel) Matching ( PDF,  project,  dataset, results)

Mikhail Sizintsev,  Richard Wildes

A Stereo Approach that Handles the Matting Problem via Image Warping ( PDF)

Michael Bleyer, Margrit Gelautz, Carsten Rother, Christoph Rhemann

Image Enhancement and Restoration (oral)

High Dynamic Range Image Reconstruction from Hand-held Cameras ( PDF)

Pei-Ying Lu, Tz-Huan Huang, Meng-Sung Wu, Yi-Ting Cheng,  Yung-Yu Chuang

Contextual Restoration of Severely Degraded Document Images ( PDF)

Jyotirmoy Banerjee, Anoop M. Namboodiri, C.V. Jawahar

Polarization: Beneficial for Visibility Enhancement? ( PDF)

Tali Treibitz, Yoav Schechner

Poster Session 2

Learning Partially-Observed Hidden Conditional Random Fields for Facial Expression Recognition

Kai-Yueh Chang, Tyng-Luh Liu, Shang-Hong Lai

Real-time Vehicle Detection for Highway Driving

Ben Southall, Mayank Bansal, Jayan Eledath

Dictionary-Free Categorization of Very Similar Objects via Stacked Evidence Trees

Gonzalo Martinez Munoz, Wei Zhang, Nadia Payet, Sinisa Todorovic, Natalia Larios Delgado, Asako Yamamuro, David Lytle, Andrew Moldenke, Eric Mortensen, Robert Paasch, Linda Shapiro, Thomas Dietterich

Real-Time O(1) Bilateral Filtering ( PDF,  video,  source code updated,  source code at submission)

Qingxiong Yang, Kar-Han Tan and Narendra Ahuja

Learning Photometric Invariance from Diversified Color Model Ensembles

Jose Manuel Alvarez, Theo Gevers, Antonio Lopez

Combining powerful local and global statistics for texture description

Yong Xu, Sibin Huang, Hui Ji, Cornelia Fermuller

Physics-based Edge Evaluation for Improved Color Constancy

Arjan Gijsenij, Theo Gevers, Joost Van de Weijer

Reducing JointBoost-Based Multiclass Classification to Vector Indexing ( PDF)

Alexandra Stefan,  Vassilis Athitsos, Quan Yuan, Stan Sclaroff

Towards a Practical Face Recognition System: Robust Registration and Illumination by Sparse Representation

Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, Yi Ma

Maximizing Intra-individual Correlations for Face Recognition Across Pose Differences ( PDF,  video)

Annan Li,  Shiguang Shan,  Xilin Chen,  Wen Gao

Robustifying Eye Center Localization by Head Pose Cues ( PDF,  video,  data)

Roberto Valenti,  Zeynep Yucel, Theo Gevers

Illumination and Spatially Varying Specular Reflectance from a Single View ( PDF)

Kenji Hara,  Ko Nishino

Relighting Objects from Image Collections  PDF

Tom Haber, Christian Fuchs, Philippe Bekaert, Hans-Peter Seidel,  Michael Goesele, Hendrik P. A. Lensch

Color Estimation from a Single Surface Color ( PDF)

Rei Kawakami, Katsushi Ikeuchi

A Unified Model of Specular and Diffuse Reflectance for Rough, Glossy Surfaces

William Smith, Edwin Hancock

Robust Shadow and Illumination Estimation Using a Mixture Model

Alexandros Panagopoulos, Dimitris Samaras, Nikos Paragios

New Appearance Models for Natural Image Matting ( PDF,  supplementary material,  technical report)

Dheeraj Singaraju, Carsten Rother, Christoph Rhemann

Similarity Metrics and Efficient Optimization for Simultaneous Registration

Christian Wachinger, Nassir Navab

StaRSaC: Stable Random Sample Consensus for Parameter Estimation

Jongmoo Choi, Gerard Medioni

Shape Comparison Using Perturbing Shape Registration

Yifeng Jiang, Erin Edmiston, Fei Wang, Hilary Blumberg, Lawrence Staib, Xenophon Papademetris

Robust Guidewire Tracking in Fluoroscopy

Peng Wang, Terrence Chen, Ying Zhu, Wei Zhang, S. Kevin Zhou, Comaniciu Dorin

Optimization of Landmark Selection for Cortical Surface Registration

Anand Joshi, David Shattuck, Dimitrios Pantazis, Quanzheng Li, Hanna Damasio, Richard Leahy

Active Volume Models for 3D Medical Image Segmentation

Tian Shen, Hongsheng Li, Zhen Qian, Xiaolei Huang

Fuzzy-Cuts: A Knowledge-Driven Graph-Based Method for Medical Image Segmentation

Deepak Roy Chittajallu, Gerd Brunner, Uday Kurkure, Raja Yalamanchili, Ioannis Kakadiaris

Echocardiogram View Classification using Edge Filtered Scale-invariant Motion Features ( PDF)

Ritwik Kumar, Fei Wang, David Beymer, Tanveer Syeda-Mahmood

Shape Constrained Figure-Ground Segmentation and Tracking ( PDF)

Zhaozheng Yin, Robert Collins

Trajectory Parsing by Cluster Sampling in Spatio-temporal Graph

Xiaobai Liu, Liang Lin, Song-Chun Zhu, Hai Jin

Learning Visual Flows: A Lie Algebraic Approach

Dahua Lin, Eric Grimson, John Fisher III

Vanishing Point Estimation by Self Similarity

Hadas Kogan, Ron Maurer, Renato Keshet

Active Learning for Large Multi-class Problems ( PDF)

Prateek Jain,  Ashish Kapoor

What is the Spatial Extent of an Object? ( PDF)

Jasper Uijlings, Arnold Smeulders, Remko Scha

Pose Estimation for Category Specific Multiview Object Localization ( PDF)

Mustafa Ozuysal, Vincent Lepetit, Pascal Fua

Non-Rigid 2D-3D Pose Estimation and 2D Image Segmentation

Romeil Sandhu, Samuel Dambreville, Anthony Yezzi, Allen Tannenbaum

Multi-Cue Onboard Pedestrian Detection ( PDF)

Christian Wojek, Stefan Walk, Bernt Schiele

HOP: Hierarchical Object Parsing ( PDF,  slides)

Iasonas Kokkinos, Alan Yuille

A Convex Relaxation Approach for Computing Minimal Partitions ( PDF) formely: A Convex Relaxation Approach for Minimizing the Potts Model

Thomas Pock, Antonin Chambolle, Daniel Cremers, Horst Bischof

Global Connectivity Potentials for Random Field Models ( PDF)

Sebastian Nowozin,  Christoph H. Lampert

Symmetry Integrated Region-based Image Segmentation

Yu Sun, Bir Bhanu

On the Set of Images Modulo Viewpoint and Contrast Changes ( PDF)

Ganesh Sundaramoorthi, Peter Petersen, V. S. Varadarajan, Stefano Soatto

Fast Multiple Shape Correspondence by Pre-Organizing Shape Instances ( PDF)

Brent Munsell, Andrew Temlyakov, Song Wang

Learning Shape Prior Models for Object Matching ( PDF)

Tingting Jiang,  Frederic Jurie,  Cordelia Schmid

Global Optimization for Alignment of Generalized Shapes

Hongsheng Li, Tian Shen, Xiaolei Huang

Unsupervised Learning for Graph Matching ( PDF)

Marius Leordeanu,  Martial Hebert

Max-Margin Hidden Conditional Random Fields for Human Action Recognition ( PDF)

Yang Wang, Greg Mori

Rank Priors for Continuous Non-Linear Dimensionality Reduction ( PDF)

Andreas Geiger, Raquel Urtasun, Trevor Darrell

Unsupervised Maximum Margin Feature Selection with Manifold Regularization

Bin Zhao, James Kwok, Fei Wang, Changshui Zhang

Learning a Distance Metric from Multi-instance Multi-label Data

Rong Jin , Shijun Wang, Zhi-Hua Zhou

Alphabet SOUP: A Framework for Approximate Energy Minimization ( PDF)

Stephen Gould, Fernando Amat, Daphne Koller

An Instance Selection Approach to Multiple Instance Learning

Zhouyu Fu, Antonio Robles-Kelly

Learning from Ambiguously Labeled Images ( PDF)

Timothee Cour, Benjamin Sapp, Chris Jordan,  Ben Taskar

Recognizing Linked Events: Searching the Space of Feasible Explanations ( PDF)

Dima Damen, David Hogg

Abnormal Crowd Behavior Detection using Social Force Model ( PDF)

Ramin Mehran, Alexis Oyama, Mubarak Shah

Recognition of Repetitive Sequential Human Activity ( Technical report)

Quanfu Fan, Russell Bobbitt, Zhai Yun, Akira Yanagwa, Sharath Pankanti, Arun Hampapur

Statistical Methods and Learning (oral)

Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer ( PDF)

Christoph H. Lampert,  Hannes Nickisch,  Stefan Harmeling

On Bias Correction for Geometric Parameter Estimation in Computer Vision

Takayuki Okatani, Koichiro Deguchi

Regularized Multi-Class Semi-Supervised Boosting ( PDF)

Amir Saffari,Christian Leistner, Horst Bischof

Contextual Classification with Functional Max-Margin Markov Networks

Daniel Munoz, James Bagnell, Nicolas Vandapel, Martial Hebert

Tracking (oral)

Visual Tracking with Online Multiple Instance Learning ( PDF,  Project, videos)

Boris Babenko, Ming-Hsuan Yang, Serge Belongie

Visual Tracking on the Affine Group via Geometric Particle Filtering using Optimal Importance Function ( PDF,  video) – formerly: Visual tracking on the affine group via geometric particle filtering using optimal importance function

Junghyun Kwon,  Kyoung Mu Lee, Frank C. Park

Memory-based particle filter for face pose tracking robust under complex dynamics ( PDF)

Dan Mikami, Kazuhiro Otsuka, Junji Yamato

Saliency-based Discriminant Tracking ( Abstract)

Vijay Mahadevan

Object Detection and Recognition (oral)

Pictorial Structures Revisited: People Detection and Articulated Pose Estimation ( PDF)- formely: A Unified Model for People Detection and Articulated Pose Estimation

Mykhaylo Andriluka,  Stefan Roth, Bernt Schiele

Class-Specific Hough Forests for Object Detection ( PDF)

Juergen Gall,  Victor Lempitsky

Recognition using Regions ( PDF)

Chunhui Gu,  Joseph J. Lim,  Pablo Arbelaez, Jitendra Malik

Object Detection using a Max-Margin Hough Transform ( PDF)

Subhransu Maji, Jitendra Malik

Texture, Symmetry, and Shape (oral)

Curved Glide-Reflection Symmetry Detection ( PDF)

Seungkyu Lee, Yanxi Liu

Reconstructing Sharply Folding Surfaces: A Convex Formulation ( PDF)

Mathieu Salzmann, Pascal Fua

Variational Layered Dynamic Textures ( Project)

Antoni Chan, Nuno Vasconcelos

Retrographic sensing for the measurement of surface texture and shape

Micah Johnson, Edward Adelson

Poster Session 3

Cooperative Mapping of Multiple PTZ Cameras in Automated Surveillance Systems

Chung-Hao Chen, Yi Yao, Anis Drira, Andreas Koschan, Mongi Abidi

Tour the World: building a web-scale landmark recognition engine ( PDF,  demo) - formely: Tour the World: building an earth-scale landmark recognition engine

Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven

Flow Mosaicking: Real-time Pedestrian Counting without Scene-specific Learning

Yang Cong, Haifeng Gong, Song-Chun Zhu, Yandong Tang

VideoTrek: A Vision System for a Tag-along Robot

Oleg Naroditsky, Zhiwei Zhu, Aveek Das, Supun Samarasekera, Taragay Oskiper, Rakesh Kumar

A Projector-based Movable Hand-held Display System

Man Chuen Leung, Kai Ki Lee, Kin Hong Wong, Michael Ming Yuen Chang

Facial Deblur Inference to Improve Recognition of Blurred Faces

Masashi Nishiyama, Hidenori Takeshima, Tatsuo Kozakaya, Jamie Shotton, Osamu Yamaguchi

Coupled Spectral Regression for Matching Heterogeneous Faces

Zhen Lei, Stan Li

Efficiently training a better visual detector with sparse Eigenvectors

Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang

Observable Subspaces for 3D Human Motion Recovery ( PDF) - formely: Observable Latent Spaces for 3D Human Motion Recovery

Andrea Fossati, Mathieu Salzmann, Pascal Fua

“Who are you?” - Learning person specific classifiers from video ( PDF)

Josef Sivic,  Mark Everingham, Andrew Zisserman

A Revisit of Generative Model for Automatic Image Annotation using Markov Random Fields

Yu Xiang, Xiangdong Zhou, Tat-Seng Chua, Chong-Wah Ngo

Vocabulary Hierarchy Optimization for Effective and Transferable Retrieval ( PDF)- formely: Hierarchy Optimization of Visual Vocabulary for Effective and Transferable Retrieval Model

Rongrong Ji, Xing Xie, Hongxun Yao, Wei-Ying Ma

On the burstiness of visual elements ( PDF)

Herve Jegou,  Matthijs Douze,  Cordelia Schmid

Distance Transform Templates for Object Detection and Pose Estimation ( PDF,  project,  video)

Stefan Holzer, Stefan Hinterstoisser, Slobodan Ilic, Nassir Navab

Isometric Registration of Ambiguous and Partial Data

Art Tevs, Martin Bokeloh, Michael Wand, Andreas Schilling, Hans-Peter Seidel

Convexity and Bayesian Constrained Local Models ( PDF)

Ulrich Paquet

Multi-Object Tracking through Occlusions by Local Tracklets Filtering and Global Tracklets Association with Detection Responses

Junliang Xing, Haizhou Ai, Shihong Lao

Tracking of a Non-Rigid Object via Patch-based Dynamic Appearance Modeling and Adaptive Basin Hopping Monte Carlo Sampling ( PDF,  video)

Junseok Kwon,  Kyoung Mu Lee

Projective Least-Squares: Global Solutions with Local Optimization

Carl Olsson, Fredrik Kahl, Richard Hartley

A minimal parameterization of the trifocal tensor

Klas Nordberg

Visibility Constraints on Features of 3D Objects ( PDF)

Ronen Basri, Pedro Felzenszwalb, Ross Girshick, David Jacobs,  Caroline Klivans

Keypoint Induced Distance Profiles for Visual Recognition

Tat-Jun Chin, David Suter

A Multi-View Probabilistic Model for 3D Object Classes

Min Sun, Hao Su, Silvio Savarese, Li Fei-Fei

Granularity-tunable gradients partition (GGP) descriptors for human detection ( video high resolution,  video low resolution)

Yazhou Liu, Shiguang Shan, Wenchao Zhang, Xilin Chen, Wen Gao

Unsupervised Feature Optimization (UFO): simultaneous selection of multiple features with their detection parameters

Leonid Karlinsky, Michael Dinerstein, Shimon Ullman

An Empirical Study of Context in Object Detection ( PDF,  project)

Santosh Kumar Divvala, Derek Hoiem, James Hays, Alexei Efros, Martial Hebert

Appearance-based Keypoint Clustering ( PDF)

Francisco J. Estrada, Pascal Fua, Vincent Lepetit, Sabine Susstrunk

Robust Unsupervised Segmentation of Degraded Document Images with Topic Models

Timothy Burns, Jason Corso

Shape Priors and Discrete MRFs for Knowledge-based Segmentation

Ahmed Besbes, Nikos Komodakis, Georg Langs, Nikos Paragios

P-Brush: Continuous Valued MRFs with Normed Pairwise Distributions for Image Segmentation ( PDF) - formely: Continuous Valued MRFs with Normed Pairwise Distributions for Image Segmentation

Dheeraj Singaraju,  Leo Grady, René Vidal

Predicting High Resolution Image Edges with a Generic, Adaptive, 3-D Vehicle Model

Matthew Leotta, Joseph Mundy

Nonrigid Shape Recovery by Gaussian Process Regression ( PDF)

Jianke Zhu, Steven C.H. Hoi, Michael Lyu

3D Morphable Face Models Revisited

Ankur Patel, William Smith

Shape Band: A Deformable Object Detection Approach  PDF

Xiang Bai, Quannan Li, Login Jan Latecki, Wenyu Liu, Zhuowen Tu

Robust Object Detection Using Marginal Space Learning and Ranking-Based Multi-Detector Aggregation: Application to Left Ventricle Detection in 2D MRI Images

Yefeng Zheng, Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Comaniciu Dorin

Layered Graph Matching by Composite Cluster Sampling with Collaborative and Competitive Interactions

Liang Lin, Kun Zeng, Xiaobai Liu, Song-Chun Zhu

A Min-Max Framework of Cascaded Classifier with Multiple Instance Learning for Computer Aided Diagnosis

Dijia Wu, Jinbo Bi, Kim Boyer

Building text features for object image classification ( PDF)

Gang Wang, Derek Hoiem and David Forsyth

Domain Transfer SVM for Video Concept Detection ( PDF)

Lixin Duan, Ivor W. Tsang,  Dong Xu, Stephen J. Maybank

Minimizing Sparse Higher Order Energy Functions of Discrete Variables ( PDF)

Carsten Rother, Pushmeet Kohli, Wei Feng, Jiaya Jia

Label Diagnosis through Self Tuning for Web Image Search

Jun Wang, Yu-Gang Jiang, Shih-fu Chang

Learning IMED via Translation Invariant Transformation

Bing Sun, School of EECS, Peking University), Jufu Feng, Liwei Wang

Markov Chain Monte Carlo Combined with Deterministic Methods for Markov Random Field Optimization ( PDF)

Wonsik Kim,  Kyoung Mu Lee

Stereographic Rectification of Omnidirectional Stereo Pairs

Jan Heller, Tomas Pajdla

Manhattan-world Stereo ( PDF,  video)

Yasutaka Furukawa, Steve Seitz, Brian Curless, Richard Szeliski

Towards high-resolution large-scale multi-view stereo

Vu Hoang Hiep, Renaud Keriven, Jean-Philippe Pons, Patrick Labatut

Visual loop closure detection using multi-resolution SIFT grids in metric-topological SLAM

Vivek Pradeep, Gerard Medioni, James Weiland

Anomaly Detection in Extremely Crowded Scenes using Spatio-Temporal Motion Pattern Models

Louis Kratz, Ko Nishino

Dense saliency-based spatiotemporal feature points for action recognition ( PDF,  abstract)

Konstantinos Rapantzikos, Yannis Avrithis, Stefanos Kollias

Monitoring, Recognizing and Discovering Social Groups

Ting Yu, Ser Nam Lim, Kedar Patwardhan, Nils Krahnstoever

Recognizing Human Group Activities by Localized Causalities ( PDF)

Bingbing Ni, Shuicheng Yan, Ashraf Kassim

Human Motion Synthesis from 3D Video ( PDF,  videos)

Peng Huang,  Adrian Hilton,  Jonathan Starck

Distributed Multi-Target Tracking In A Self-Configuring Camera Network ( PDF,  project,  source code)

Cristian Soto, Bi Song,  Amit Roy-Chowdhury

Active Stereo Tracking of Multiple Free-Moving Targets

Luis Perdigoto, Joao Barreto, Rui Caseiro, Helder Araujo

Face Recognition (oral)

Implicit Elastic Matching with Random Projections for Pose-variant Face Recognition ( PDF)

John Wright,  Gang Hua

Joint and Implicit Registration for Face Recognition ( PDF)-formely: Registration-Free Face Recognition

Peng Li, Simon J. D. Prince

A Compressive Sensing Approach for Expression-Invariant Face Recognition

Pradeep Nagesh, Baoxin Li

SFM and Geometry (oral)

What is a Camera? ( PDF)

Jean Ponce

In Defense of Orthonormality Constraints for Nonrigid Structure from Motion ( PDF)

Ijaz Akhter, Yaser Sheikh, Sohaib Khan

Poster Session 4

Multiple View Image Denoising

Li Zhang, Sundeep Vaddadi, Hailin Jin, Shree Nayar

Image Deblurring and Denoising using Color Priors ( PDF,  Project,  supplementary materials)

Neel Joshi, C. Lawrence Zitnick, Richard Szeliski, David Kriegman

Image Deblurring for Less Intrusive Iris Capturing Systems

Xinyu Huang, Liu Ren, Ruigang Yang

High-quality curvelet-based motion deblurring using an image pair ( PDF)

Jian-Feng Cai, Hui Ji, Chaoqiang Liu,  Zuowei Shen

Learning Real-Time MRF Inference for Image Denoising ( PDF)

Adrian Barbu

Learning Rotational Features for Filament Detection ( PDF)

German Gonzalez, Francois Fleuret, Pascal Fua

Histogram-based Interest Point Detectors ( PDF)

Wei-Ting Lee,  Hwann-Tzong Chen

Frequency-tuned Salient Region Detection ( PDF,  abstract)

Radhakrishna Achanta, Sheila Hemami, Francisco Estrada, Sabine SŸsstrunk

Learning Invariant Features Through Topographic Filter Maps ( PDF)

Koray Kavukcuoglu, Marc'Aurelio Ranzato, Rob Fergus,  Yann LeCun

Face Verification and Identification using Facial Trait Code

Ping-Han Lee, Gee-Sern Hsu , Yi-Ping Hung

Enhanced Pictorial Structures for Precise Eye Localization under Uncontrolled Conditions ( PDF)

Xiaoyang Tan, Fengyi Song, Zhi-Hua Zhou, Songcan Chen

Textural Hausdorff Distance for Wider-Range Tolerance to Pose Variation and Misalignment in 2D Face Recognition

Sanqiang Zhao, Yongsheng Gao

Learning Based Automatic Face Annotation and AAM Building for Arbitrary Poses and Expressions from Frontal Images Only

Akshay Asthana, Roland Goecke, Novi Quadrianto, Tom Gedeon

Multi-Label Sparse Coding for Automatic Image Annotation ( PDF)

Changhu Wang, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang

View-Invariant Dynamic Texture Recognition using a Bag of Dynamical Systems ( PDF)

Avinash Ravichandran, Rizwan Chaudhry, Rene Vidal

Efficient Multi-label Classification with Hypergraph Regularization

Gang Chen, Jianwen Zhang, Fei Wang, Changshui Zhang, Yuli Gao

Localized Content-Based Image Retrieval Through Evidence Region Identification ( PDF)

Wu-Jun Li, Dit-Yan Yeung

Dense 3D Motion Capture for Human Faces ( PDF,  )

Yasutaka Furukawa, Jean Ponce

Contextualizing Histogram ( PDF)

Bingbing Ni, Shuicheng Yan, Ashraf Kassim

The Geometry of 2D Image Signals ( PDF)

Lennart Wietzke , Gerald Sommer and Oliver Fleischmann

Random Walks on Graphs to Model Saliency in Images ( PDF)

Viswanath Gopalakrishnan, Yiqun Hu, Deepu Rajan

3D Pose Estimation and Segmentation using Specular Cues ( PDF)

Ju Yong Chang, Ramesh Raskar,  Amit Agrawal

On Compositional Image Alignment with an Application to Active Appearance Models

Brian Amberg, Andrew Blake, Thomas Vetter

A Similarity Measure Between Vector Sequences with Application to Handwritten Word Image Retrieval ( PDF)

José A. Rodriguez-Serrano, Florent Perronnin, Josep Llados, Gemma Sanchez

Adaptive Image and Video Retargeting Based on Fourier Analysis

Jun-Seong Kim, Jin-Hwan Kim, Chang-Su Kim

Video Object Segmentation by Hypergraph Cut ( PDF)

Yuchi Huang, Qingshan Liu, Dimitris Metaxas

Motion Capture Using Joint Skeleton Tracking and Surface Estimation ( PDF,  video)

Juergen Gall, Carsten Stoll, Edilson de Aguiar, Christian Theobalt, Bodo Rosenhahn, Hans-Peter Seidel

Discrete Tracking of Parametrized Curves

Hauke Heibel, Ben Glocker, Martin Groher, Nikos Komodakis, Nikos Paragios, Nassir Navab

Efficient Kernels for Identifying Unbounded-Order Spatial Features

Yimeng Zhang, Tsuhan Chen

Modeling Images as Mixtures of Reference Images

Florent Perronnin, Yan Liu

Describing Objects by their Attributes ( PDF) - formely: Learning to Describe Objects

Ali Farhadi, Ian Endres, Derek Hoiem, David Forsyth

Adaptive Contour Features in Oriented Granular Space for Human Detection and Segmentation

Wei Gao, Haizhou Ai, Shihong Lao

Linear Spatial Pyramid Matching Using Sparse Coding for Image Classification

Jianchao Yang, Kai Yu, Yihong Gong, Thomas Huang

Sigma Set: A Small Second Order Statistical Region Descriptor

Xiaopeng Hong, Hong Chang, Shiguang Shan, Xilin Chen, Wen Gao

Efficient Scale Space Auto-Context for Image Segmentation and Labeling

Jiayan Jiang, Zhuowen Tu

Fast Mean Shift

Daniel Freedman, Pavel Kisilev

A Perceptually Motivated Online Benchmark for Image Matting ( PDF,  project,  supplementary material,  technical report)

Christoph Rhemann, Carsten Rother, Jue Wang, Margrit Gelautz, Pushmeet Kohli, Pamela Rott

3D Reconstruction of Curved Objects from Single 2D Line Drawings

Yingze Wang, Yu Chen, Jianzhuang Liu, Xiaoou Tang

Capturing 3D Stretchable Surfaces from Single Images in Closed Form ( PDF)

Francesc Moreno-Noguer, Mathieu Salzmann, Vincent Lepetit, Pascal Fua

Photometric Stereo and Weather Estimation Using Internet Images ( PDF) - formely: Weather Estimation for Internet Images

Li Shen,  Ping Tan

Continuous Ratio Optimization via Convex Relaxation with Applications to Multiview 3D Reconstruction

Kalin Kolev, Daniel Cremers

Depth from Sliding Projections ( Abstract,  video)

Chris Hermans, Y.Francken, T.Cuypers, P.Bekaert

Nonnegative Matrix Factorization with Earth Mover’s Distance Metric ( PDF)

Roman Sandler, Michael Lindenbaum

Blind Separation of Superimposed Images with Unknown Motions

Kun Gai, Zhenwei Shi, Changshui Zhang

Holistic Context Modeling using Semantic Co-occurrences

Nikhil Rasiwasia, Nuno Vasconcelos

Intrinsic Mean Shift for Clustering on Stiefel and Grassmann Manifolds ( PDF)

Hasan Cetingul, Rene Vidal

Simultaneous Image Classification and Annotation ( PDF)

Chong Wang, David Blei, Li Fei-Fei

Continuous Maximal Flows and Wulff Shapes: Application to MRFs ( PDF)

Christopher Zach, Marc Niethammer, Jan-Michael Frahm

An Implicit Markov Random Field Model for Natural Images in Multi-scale Oriented Representations

Siwei Lyu

Stochastic Gradient Kernel Density Mode-Seeking

Xiao-Tong Yuan, Stan Li

Histograms of Oriented Optical Flow and Binet-Cauchy Kernels on Nonlinear Dynamical Systems for the Recognition of Human Actions ( PDF) - formely: Binet-Cauchy Kernels on Nonlinear Dynamical Systems for the Recognition of Human Actions

Rizwan Chaudhry, Avinash Ravichandran, Gregory Hager, Rene Vidal

Learning Semantic Scene Models by Object Classification and Trajectory Clustering

Tianzhu Zhang, Hanqing Lu, Stan Li

Recognising Action as Clouds of Space-Time Interest Points

Matteo Bregonzio, Shaogang Gong, Tao Xiang

Paper Awards Session (oral)

Single Image Haze Removal Using Dark Channel Prior ( PDF,  Supp Material)

Kaiming He,  Jian Sun, Xiaou Tang

Understanding and evaluating blind deconvolution algorithms ( PDF,  Extended technical report,  data)

Anat Levin, Yair Weiss, Fredo Durand, William T. Freeman

Nonparametric Scene Parsing: Label Transfer via Dense Scene Alignment ( PDF)

Ce Liu, Jenny Yuen,  Antonio Torralba

A Tensor-Based Algorithm for High-Order Graph Matching ( PDF)

Olivier Duchenne, Francis Bach, Inso Kweon, Jean Ponce

Video Analysis (oral)

Multi-Camera Activity Correlation Analysis ( PDF)

Chen Change Loy, Tao Xiang, Shaogang Gong

Recognizing Realistic Actions from Videos "in the Wild" ( PDF)

Jingen Liu, Jiebo Luo, and Mubarak Shah

Hierarchical Spatio-Temporal Context Modeling for Action Recognition ( PDF)

Ju Sun , Xiao Wu, Shuicheng Yan, Loong Fah Cheong, Tat-Seng Chua, Jintao Li

Understanding Videos, Constructing Plots - Learning a Visually Grounded Storyline Model from Annotated Videos ( PDF)

Abhinav Gupta, Praveen Srinivasan, Jianbo Shi, Larry S. Davis

Segmentation (oral)

Multiphase Geometric Couplings for the Segmentation of Neural Processes ( PDF)

Amelio Vazquez Reina,  Eric Miller,  Hanspeter Pfister

Half-integrality based algorithms for Cosegmentation of Images ( PDF)

Lopamudra Mukherjee,  Vikas Singh, Charles R. Dyer

Stel component analysis ( PDF)

Nebojsa Jojic,  Alessandro Perina, Marco Cristani, Vittorio Murino, Brendan Frey

Towards Total Scene Understanding: Classification, Annotation and Segmentation in an Unsupervised Framework ( PDF)

Li-Jia Li, Richard Socher, Li Fei-Fei

Poster Session 5

Geometric and Probabilistic Image Dissimilarity Measures for Common Field of View Detection

Marcel BrŸckner, Ferid Bajramovic, Joachim Denzler

Single-Image Optical Center Estimation from Vignetting and Tangential Gradient Symmetry ( PDF)

Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin

Coded Exposure Deblurring: Optimized Codes for PSF Estimation and Invertibility ( PDF) - formely: Single Image Motion Deblurring using Coded Exposure Camera: Optimized Codes for PSF Estimation and Invertibility

Amit Agrawal,  Yi Xu

Image hallucination with feature enhancement ( PDF)

Zhiwei Xiong,  Xiaoyan Sun,  Feng Wu

A Projector-Camera Setup for Geometry-Invariant Frequency Demultiplexing ( PDF,  project)

Daniel A. Vaquero,  Ramesh Raskar,  Rogerio S. Feris,  Matthew Turk

Nonparametric Discriminant HMM and Application to Facial Expression Recognition

Lifeng Shang, Kwok-Ping Chan

Automatic Facial Landmark Labeling with Minimal Supervision

Yan Tong, Xiaoming Liu, Frederick Wheeler, Peter Tu

Average of Synthetic Exact Filters

David Bolme, Bruce Draper, J Ross Beveridge

Beyond the Graphs: Semi-parametric Semi-supervised Discriminant Analysis

Fei Wang, Xin Wang, Tao Li

Continuous Depth Estimation for Multi-view Stereo ( PDF,  dataset)

Yebin Liu, Xun Cao , Qionghai Dai, Wenli Xu

Curvature and Singularity Driven Diffusion for Oriented Pattern Enhancement with Singular Points ( PDF)

Qijun Zhao,  Lei Zhang, David Zhang, Wenyi Huang, Jian Bai

Geometric Reasoning for Single Image Structure Recovery ( PDF,  project,  video)

David Changsoo Lee, Martial Hebert, Takeo Kanade

Linear stratified approach for 3D modeling and calibration using full geometric constraints

Jae-Hean Kim

A Graph-based Approach to Skin Mole Matching Incorporating Template-Normalized Coordinates ( PDF)

Hengameh Mirzaalian,  Ghassan Hamarneh, Tim Lee

Harris Corners in the Real World: A Principled Selection Criterion for Interest Points Based on Ecological Statistics ( Technical report)

Bruce, Neil

Classification of Tensors and Fiber Tracts Using Mercer-Kernels Encoding Soft Probabilistic Spatial and Diffusion Information

Radhouene Neji, Nikos Paragios, Gilles FLEURY, Jean-Philippe Thiran, Georg Langs

Noninvasive Volumetric Imaging of Cardiac Electrophysiology

Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi

Wavelet Energy Map: A Robust Support for Multi-modal Registration of Medical Images

Olivier Pauly, Nicolas Padoy, Holger Poppert, Lorena Esposito, Nassir Navab

Compensation of Motion Artifacts in MRI via Graph-Based Optimization

Tung-Ying Lee, Hong-Ren Su, Shang-Hong Lai, Ti-Chiun Chang

Nonrigid Registration Combining Global and Local Statistics  PDF

Zhao Yi, Stefano Soatto

An Efficient Stochastic Approach to Groupwise Non-rigid Image Registration

Kirill Sidorov, David Marshall, Stephen Richmond

Multi-view 3D Human Pose Estimation combining Single-frame Recovery, Temporal Integration and Model Adaptation

Michael Hofmann, Dariu Gavrila

Bias Reduction for Stereo based Motion Estimation with Applications to Large Scale Visual Odometry

Gijs Dubbelman

Efficient image alignment using linear appearance models

Jose Gonzalez-Mora, Fernando De la Torre, Nicolas Guil, Emilio Zapata

Discriminative Structure Learning of Hierarchical Representations for Object Detection ( PDF)

Paul Schnitzspan, Mario Fritz,  Stefan Roth, Bernt Schiele

Fast Human Detection in Crowded Scenes by Contour Integration and Local Shape Estimation

Csaba Beleznai, Horst Bischof

Shape Discovery from Unlabeled Image Collections ( PDF,  project,  supplementary material)

Yong Jae Lee, Kristen Grauman

What’s It Going to Cost You?: Predicting Effort vs. Informativeness for Multi-Label Image Annotations

Sudheendra Vijayanarasimhan, Kristen Grauman

Contextual Decomposition of Multi-Label Images ( PDF)

Teng Li, Tao Mei, Shuicheng Yan, In So Kweon, Chilwoo Lee

Disambiguating the Recognition of 3D Objects

Gutemberg Guerra-Filho

Tubular anisotropy for 2D vessels segmentation

Fethallah Benmansour, Laurent Cohen, Max Law, Albert Chung

From Contours to Regions: An Empirical Evaluation ( PDF)

Pablo Arbelaez, Michael Maire, Charless Fowlkes, Jitendra Malik

Angular Embedding: from Jarring Intensity Differences to Perceived Luminance

Stella Yu

Moving Cast Shadow Detection using Physics-based Features

Jia-Bin Huang, Chu-Song Chen

Planar Orientation from Blur Gradients in a Single Image

Scott McCloskey, Michael Langer

Recovering Specular Surfaces Using Curved Line Images

Yuanyuan Ding, Jingyi Yu, Peter Sturm

Distributed Volumetric Scene Geometry Reconstruction With a Network of Distributed Smart Cameras

Shubao Liu, Kongbin Kang, Jean-Philippe Tarel, David Cooper

Fourier Analysis and Gabor Filtering for Texture Analysis and Local Reconstruction of General Shapes

Fabio Galasso, Joan Lasenby

Enforcing Integrability by Error Correction using $l_1$-minimization ( PDF)

Dikpal Reddy,  Amit Agrawal, Rama Chellappa

A Family of Contextual Measures of Similarity between Distributions with Application to Image Retrieval ( seminar presentation slides)

Florent Perronnin, Yan Liu, Jean-Michel Renders

Shape of Gaussians as Feature Descriptors

Liyu Gong, Tianjiang Wang, Fang Liu

Multi-Class Active Learning for Image Classification ( PDF)

Ajay J. Joshi, Fatih Porikli, Nikolaos Papanikolopoulos

An Empirical Bayes Approach to Contextual Region Classification ( PDF)

Svetlana Lazebnik, Maxim Raginsky

Super-Resolution via Recapture and Bayesian Effect Modeling

Neil Toronto, Bryan Morse, Kevin Seppi, Dan Ventura

Ensemble Manifold Regularization

Bo Geng, Dacheng Tao, Chao Xu, Linjun Yang, Xian-Sheng Hua

Structured Output-Associative Regression ( PDF)

Liefeng Bo,  Cristian Sminchisescu

Error Propagations for Local Bundle Adjustment

Alexandre Eudes, Maxime Lhuillier

Pose Estimation with Radial Distortion and Unknown Focal Length

Klas Josephson, Martin Byršd

Linear Embeddings in Non-Rigid Structure From Motion

Vincent Rabaud, Serge Belongie

Locally Time-Invariant Models of Human Activities using Trajectories on the Grassmannian

Pavan Turaga, Rama Chellappa

Discriminative Subvolume Search for Efficient Action Detection ( PDF)

Junsong Yuan, Zicheng Liu, Ying Wu

Learning Multi-modal densities on Discriminative Temporal Interaction Manifold for Group Activity Recognition

Ruonan Li, Rama Chellappa, S. Kevin Zhou

Abnormal Events Detection Based on Spatio-Temporal Co-occurences

Yannick Benezeth, Pierre-Marc Jodoin, Venkatesh Saligrama, Christophe Rosenberger

Matching and Alignment (oral)

A Robust Shape Model for Multi-view Car Alignment

Yan Li, Leon Gu, Takeo Kanade

Linear Solution to Scale and Rotation Invariant Object Matching ( PDF)

Hao Jiang, Stella X. Yu

Dimension-Free Affine Shape Matching Through Subspace Invariance

Zhaozhong Wang, Han Xiao

Features and Medical Image Analysis (oral)

Automatic Fetal Face Detection From Ultrasound Volumes Via Learning 3D and 2D Information

Shaolei Feng, S. Kevin Zhou, Sara Good, Comaniciu Dorin

A Nonparametric Riemannian Framework for Processing High Angular Resolution Diffusion Images (HARDI) ( PDF)

Alvina Goh, Christophe Lenglet, Paul M. Thompson, Rene Vidal

CHoG: Compressed Histogram of Gradients: A Low Bit-Rate Feature Descriptor ( PDF)

Vijay Chandrasekhar, Gabriel Takacs,  David Chen, Sam Tsai, Radek Grzeszczuk, Bernd Girod

Poster Session 6

Resolution-Invariant Image Representation and Its Applications

Jinjun Wang, Shenghuo Zhu, Yihong Gong

Interval HSV: Extracting Ink Annotations

John Femiani, Anshuman Razdan

Catadioptric Projectors ( PDF)

Yuanyuan Ding, Jing Xiao,  Kar-Han Tan, Jingyi Yu

Capturing Multiple Illumination Conditions using Time and Color Multiplexing ( PDF,  video) - formely: Capturing Multiple Illuminations using Time and Color Multiplexing

Bert De Decker, Jan Kautz, Tom Mertens, Philippe Bekaert

Removing Partial Blur in a Single Image

Shengyang Dai, Ying Wu

Uncalibrated Synthetic Aperture for Defocus Control

Natsumi Kusumoto, Shinsaku Hiura, Kosuke Sato

Optimal Single Image Capture for Motion Deblurring ( PDF)

Amit Agrawal, Ramesh Raskar

Learning Signs from Subtitles: A Weakly Supervised Approach to Sign Language Recognition ( PDF)

Helen Cooper,  Richard Bowden

Expression-Insensitive 3D Face Recognition using Sparse Representation

Xiaoxing Li, Tao Jia, Richard Zhang

Automated Extraction of Signs from Continuous Sign Language Sentences using Iterated Conditional Modes

Sunita Nayak, Sudeep Sarkar, Barbara Loeding

How far can you get with a modern face recognition test set using only simple features? ( PDF)

Nicolas Pinto, James J. DiCarlo, David D. Cox

From Structure-From-Motion Point Clouds to Fast Location Recognition ( PDF) -formely: 3D Scene Summarization for Efficient View Registration

Arnold Irschara,  Christopher Zach, Jan-Michael Frahm, Horst Bischof

Imbalanced RankBoost for Efficiently Ranking Large-Scale Image/Video Collections

Michele Merler, Rong Yan, John Smith

Learning query-dependent prefilters for scalable image retrieval

Lorenzo Torresani, Martin Szummer, Andrew Fitzgibbon

A Robust Approach for Automatic Registration of Aerial Images with Untextured Aerial LiDAR Data ( PDF,  video)

Lu Wang, Ulrich Neumann

A Novel Feature Descriptor Invariant to Complex Brightness Changes ( Technical report)

Feng Tang, Suk Hwan Lim, Nelson Chang, Hai Tao

Mutual Information Based Registration of Optical and Ladar Images

Andrew Mastin, Jeremy Kepner, John Fisher III

Learning to Track with Multiple Observers ( PDF)

Bjorn Stenger, Thomas Woodley, Roberto Cipolla

Switching Gaussian Process Dynamic Models for Simultaneous Composite Motion Tracking and Recognition

Jixu Chen, Minyoung Kim, Yu Wang, Qiang Ji

A Distribution-Based Approach to Tracking Points in Velocity Vector Fields

Liefei Xu, H. Quynh Dinh, Eugene Zhang, Zhongzang Lin, Robert Laramee

Motion Pattern Interpretation and Detection for Tracking Moving Vehicles in Airborne Videos

Qian Yu, Gerard Medioni

Dual Distributions of Multilinear Geometric Entities ( PDF)

Sami Brandt

A 3D Reconstruction Pipeline for Digital Preservation

Alexandre Vrubel, Olga Bellon, Luciano Silva

Efficient Reduction of L-infinity Geometry Problems

Hongdong Li

Fast Car Detection Using Image Strip Features

Wei Zheng, Luhong Liang

Building a database of 3D scenes from user annotations ( PDF,  project)

Bryan C. Russell,  Antonio Torralba

Image Categorization with Spatial Mismatch Kernels

Zhiwu Lu, Horace Ip

Classifier Grids for Robust Adaptive Object Detection ( PDF)

Roth, Peter

Stacks of Convolutional Restricted Boltzmann Machines for Shift-Invariant Feature Learning ( PDF)

Mohammad Norouzi, Mani Ranjbar,  Greg Mori

Unsupervised Learning of Hierarchical Spatial Structures In Images ( PDF)

Devi Parikh, C. Lawrence Zitnick, Tsuhan Chen

Optimal Scanning for Faster Object Detection ( PDF)

Nicholas J. Butko, Javier R. Movellan

A Streaming Framework for Seamless Building Reconstruction from Large-Scale Aerial LiDAR Data ( PDF,  project,  videos )

Qian-Yi Zhou,  Ulrich Neumann

On Edge Detection on Surfaces ( PDF)

Michael Kolomenkin,  Ilan Shimshoni, Ayellet Tal

Automatic Reconstruction of Cities from Remote Sensor Data ( PDF)

Charalambos Poullis, Suya You

D - Clutter: Building object model library from unsupervised segmentation of cluttered scenes ( PDF)

Gowri Somanath, Rohith MV, Dimitris Metaxas, Chandra Kambhamettu

Sparse Subspace Clustering

Ehsan Elhamifar, Rene Vidal

Global Active Contour-based Image Segmentation via Probability Alignment ( PDF)

Andriy Myronenko, Xubo Song

Material Classification using BRDF Slices ( PDF,  project)

Oliver Wang, Prabath Gunawardane, Steven Scher, James Davis

Epitomized Priors for Multi-labeling Problems ( PDF)

Jonathan Warrell, Simon J.D. Prince, Alastair P. Moore

Symmetric Two Dimensional Linear Discriminant Analysis (2DLDA)

Dijun Luo, Chris Ding, Heng Huang

A Multiscale Hybrid Model Exploiting Heterogeneous Contextual Relationships for Image Segmentation

Lei Zhang, Qiang Ji

Let the Kernel Figure it Out; Principled Learning of Pre-processing for Kernel Classifiers ( PDF)

Peter Gehler,  Sebastian Nowozin

Co-training with noisy perceptual observations ( PDF)

C. Mario Christoudias, Raquel Urtasun,  Ashish Kapoor, Trevor Darrell

Shared Kernel Information Embedding for Discriminative Inference ( PDF)

Leonid Sigal, Roland Memisevic, David Fleet

Nonlinear Nonnegative Component Analysis

Stefanos Zafeiriou, Maria Petrou

Fast Normalized Cut with Linear Constraints

Linli Xu, Wenye Li, Dale Schuurmans

Randomized Structure from Motion Based on Atomic 3D Models from Camera Triplets

Michal Havlena, Akihiko Torii, Jan Knopp, Tomas Pajdla

Towards Geographical Referencing of Monocular SLAM Reconstruction Using 3D City Models: Application to Real-Time Accurate Vision-Based Localization ( PDF)

Pierre Lothe, Steve Bourgeois, Fabien Dekeyser, Eric Royer, Michel Dhome

Trajectory Reconstruction for Affine Structure-from-Motion by Global and Local Constraints

Hanno Ackermann, Bodo Rosenhahn

Factorization for Non-Rigid and Articulated Structure using Metric Projections

Marco Paladini, Alessio Del Bue, Marko Sto_i_, Marija Dodig, Joao Xavier, Lourdes Agapito

Piecewise Planar City 3D Modeling from Street View Panoramic Sequences

Branislav Micusik, Jana Kosecka

Marked Point Processes for Crowd Counting ( PDF)

Weina Ge, Robert Collins

Observe Locally, Infer Globally: a Space-Time MRF for Detecting Abnormal Activities with Incremental Updates ( PDF)

Jaechul Kim,  Kristen Grauman

Actions in context ( PDF,  project, results)

Marcin Marszalek, Ivan Laptev,  Cordelia Schmid

Tracking and Learning (oral)

SURFTrac: Efficient Tracking and Continuous Object Recognition using Local Feature Descriptors ( PDF)

Duy-Nguyen Ta,  Wei-Chao Chen, Natasha Gelfand, Kari Pulli

Real Time Learning of Accurate Patch Rectification ( PDF,  video)

Stefan Hinterstoisser, Oliver Kutter, Nassir Navab, Pascal Fua, Vincent Lepetit

Learning to Associate: HybridBoosted Multi-Target Tracker for Crowded Scene ( PDF)

Yuan Li, Chang Huang, Ram Nevatia

Learning sign language by watching TV (using weakly aligned subtitles) ( PDF)

Patrick Buehler,  Mark Everingham, Andrew Zisserman

Radiometry and Optimization Techniques (oral)

(De)Focusing on Global Light Transport for Active Scene Recovery ( PDF,  project,  video)

Mohit Gupta, Yuandong Tian, Srinivasa G. Narasimhan, Li Zhang

Beyond Pairwise Energies: Efficient Optimization for Higher-order MRFs ( PDF)

Nikos Komodakis, Nikos Paragios

A Projective Framework for Radiometric Image Analysis ( PDF)

Ping Tan, Todd Zickler

Higher-Order Clique Reduction in Binary Graph Cut ( PDF,  slides,  software)

Hiroshi Ishikawa