The Community for Technology Leaders
2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06) (2006)
New York, NY
June 17, 2006 to June 22, 2006
ISSN: 1063-6919
ISBN: 0-7695-2597-0
TABLE OF CONTENTS
Introduction
Introduction

Program Committee (PDF)

pp. xviii
Oral Session 1: Recognition

Incremental learning of object detectors using a visual shape alphabet (Abstract)

Andreas Opelt , Graz University of Technology, Austria
Axel Pinz , Graz University of Technology, Austria
Andrew Zisserman , University of Oxford, UK
pp. 3-10

Multiclass Object Recognition with Sparse, Localized Features (Abstract)

Jim Mutch , University of British Columbia
David G. Lowe , University of British Columbia
pp. 11-18

Unsupervised Learning of Categories from Sets of Partially Matching Image Features (Abstract)

Kristen Grauman , Massachusetts Institute of Technology
Trevor Darrell , Massachusetts Institute of Technology
pp. 19-25

Multiple Object Class Detection with a Generative Model (Abstract)

Krystian Mikolajczyk , University of Surrey Guildford, UK
Bastian Leibe , ETH Zurich, Switzerland
Bernt Schiele , TU-Darmstadt Darmstadt, Germany
pp. 26-36
Oral Session 2: Segmentation

The Layout Consistent Random Field for Recognizing and Segmenting Partially Occluded Objects (Abstract)

John Winn , Microsoft Research Cambridge Cambridge, UK
Jamie Shotton , University of Cambridge, UK
pp. 37-44

Ultrasound-Specific Segmentation via Decorrelation and Statistical Region-Based Active Contours (Abstract)

Greg Slabaugh , Siemens Corporate Research Princeton, NJ USA
Gozde Unal , Siemens Corporate Research Princeton, NJ USA
Tong Fang , Siemens Corporate Research Princeton, NJ USA
Michael Wels , Universitat W¨urzburg Coburg, Germany
pp. 45-53

Bilayer Segmentation of Live Video (Abstract)

A. Criminisi , Microsoft Research Ltd., Cambridge, CB3 0FB, United Kingdom
G. Cross , Microsoft Research Ltd., Cambridge, CB3 0FB, United Kingdom
A. Blake , Microsoft Research Ltd., Cambridge, CB3 0FB, United Kingdom
V. Kolmogorov , Microsoft Research Ltd., Cambridge, CB3 0FB, United Kingdom
pp. 53-60

A Closed Form Solution to Natural Image Matting (Abstract)

Anat Levin , Hebrew University of Jerusalem
Dani Lischinski , Hebrew University of Jerusalem
Yair Weiss , Hebrew University of Jerusalem
pp. 61-68
Poster Session 1: Learning

Recursive estimation of generative models of video (Abstract)

Nemanja Petrovic , Google Inc.
Aleksandar Ivanovic , University of Illinois Urbana
Nebojsa Jojic , Microsoft Research
pp. 79-86

Principled Hybrids of Generative and Discriminative Models (Abstract)

Julia A. Lasserre , University of Cambridge, UK
Christopher M. Bishop , Microsoft Research Cambridge, UK
Thomas P. Minka , Microsoft Research Cambridge, UK
pp. 87-94

Applying Ensembles of Multilinear Classifiers in the Frequency Domain (Abstract)

Christian Bauckhage , Deutsche Telekom Laboratories, Germany
Thomas Kaster , York University, Toronto,Canada
John K. Tsotsos , York University, Toronto,Canada
pp. 95-102

A Conic Section Classifier and its Application to Image Datasets (Abstract)

Arunava Banerjee , University of Florida, Gainesville, FL
Santhosh Kodipaka , University of Florida, Gainesville, FL
Baba C. Vemuri , University of Florida, Gainesville, FL
pp. 103-108

Accelerated Kernel Feature Analysis (Abstract)

Xianhua Jiang , University of Vermont, Burlington,VT
Yuichi Motai , University of Vermont, Burlington,VT
Robert R. Snapp , University of Vermont, Burlington,VT
Xingquan Zhu , University of Vermont, Burlington,VT
pp. 109-116

Kernel Uncorrelated and Orthogonal Discriminant Analysis: A Unified Approach (Abstract)

Tao Xiong , University of Minnesota, Minneapolis
Jieping Ye , Arizona State University, Tempe
Vladimir Cherkassky , University of Minnesota, Minneapolis
pp. 125-131

Selecting Principal Components in a Two-Stage LDA Algorithm (Abstract)

Manli Zhu , Ohio State University
Aleix M. Martinez , Ohio State University
pp. 132-137

Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion (Abstract)

Xiaoyang Tan , Nanjing University of Aeronautics & Astronautics, Nanjing 210016, China
Songcan Chen , Nanjing University of Aeronautics & Astronautics, Nanjing 210016, China
Jun Li , Nanjing University of Aeronautics & Astronautics, Nanjing 210016, China
Zhi-Hua Zhou , Nanjing University, Nanjing 210093, China
pp. 138-145

Distributed Cost Boosting and Bounds on Mis-classification Cost (Abstract)

John Kaufhold , SAIC McLean, VA
Justin Abbott , SAIC McLean, VA
Robert Kaucic , GE Global Research Niskayuna, NY
pp. 146-153

Semi-Supervised Classification Using Linear Neighborhood Propagation (Abstract)

Fei Wang , Tsinghua University, Beijing 100084, P.R.China
Changshui Zhang , Tsinghua University, Beijing 100084, P.R.China
Helen C. Shen , Hong Kong University of Science and Technology
Jingdong Wang , Hong Kong University of Science and Technology
pp. 160-167

Learning Semantic Patterns with Discriminant Localized Binary Projections (Abstract)

Shuicheng Yan , Chinese University of Hong Kong, Hong Kong
Tianqiang Yuan , Chinese University of Hong Kong, Hong Kong
Xiaoou Tang , Microsoft Research Asia, Beijing, China
pp. 168-174

Rank-one Projections with Adaptive Margins for Face Recognition (Abstract)

Dong Xu , University of Science and Technology of China
Stephen Lin , Microsoft Research Asia, Beijing, P. R. China
Shuicheng Yan , University of Illinois at Urbana-Champaign, US
Xiaoou Tang , Chinese University of Hong Kong, Hong Kong
pp. 175-181

Hierarchical Statistical Learning of Generic Parts of Object Structure (Abstract)

Sanja Fidler , University of Ljubljana, Slovenia
Gregor Berginc , University of Ljubljana, Slovenia
Ales Leonardis , University of Ljubljana, Slovenia
pp. 182-189
Poster Session 1: Learning

Impact of Dynamics on Subspace Embedding and Tracking of Sequences (Abstract)

Kooksang Moon , Rutgers University, Piscataway, NJ
Vladimir Pavlovic , Rutgers University, Piscataway, NJ
pp. 198-205
Poster Session 1: Learning

Efficient Nonparametric Belief Propagation with Application to Articulated Body Tracking (Abstract)

Tony X. Han , University of Illinois at Urbana-Champaign
Huazhong Ning , University of Illinois at Urbana-Champaign
Thomas S. Huang , University of Illinois at Urbana-Champaign
pp. 214-221

Conditional Random People: Tracking Humans with CRFs and Grid Filters (Abstract)

Leonid Taycher , Massachusetts Institute of Technology
David Demirdjian , Massachusetts Institute of Technology
Trevor Darrell , Massachusetts Institute of Technology
Gregory Shakhnarovich , Brown University,Providence
pp. 222-229

Sparse and Semi-supervised Visual Mapping with the S^3GP (Abstract)

Oliver Williams , University of Cambridge
Andrew Blake , Microsoft Research UK, Ltd.
Roberto Cipolla , University of Cambridge
pp. 230-237

3D People Tracking with Gaussian Process Dynamical Models (Abstract)

Raquel Urtasun , EPFL, Switzerland
David J. Fleet , University of Toronto, Canada
Pascal Fua , EPFL, Switzerland
pp. 238-245

Diffusion Distance for Histogram Comparison (Abstract)

Haibin Ling , University of Maryland
Kazunori Okada , Siemens Corporate Research, Inc.,NJ
pp. 246-253

Transformation invariant component analysis for binary images (Abstract)

Zoran Zivkovic , University of Amsterdam, The Netherlands
Jakob Verbeek , GRAVIR-INRIA, France
pp. 254-259

On-line Boosting and Vision (Abstract)

Helmut Grabner , Graz University of Technology
Horst Bischof , Graz University of Technology
pp. 260-267

Feature Selection for Evaluating Fluorescence Microscopy Images in Genome-Wide Cell Screens (Abstract)

Vassili Kovalev , University of Heidelberg,
Nathalie Harder , University of Heidelberg
Beate Neumann , European Molecular Biology Laboratory (EMBL)
Michael Held , European Molecular Biology Laboratory (EMBL)
Urban Liebel , European Molecular Biology Laboratory (EMBL)
Holger Erfle , European Molecular Biology Laboratory (EMBL)
Jan Ellenberg , European Molecular Biology Laboratory (EMBL)
Beate Neumann , European Molecular Biology Laboratory (EMBL)
Roland Eils , University of Heidelberg
Karl Rohr , University of Heidelberg
pp. 276-283

Large-scale Learning with SVM and Convolutional for Generic Object Categorization (Abstract)

Fu Jie Huang , New York University, New York, NY, USA
Yann LeCun , New York University, New York, NY, USA
pp. 284-291

Grouping with Asymmetric Affinities: A Game-Theoretic Perspective (Abstract)

Andrea Torsello , Universit`a Ca' Foscari", Italy
Samuel Rota Bulo , Universit`a Ca' Foscari", Italy
Marcello Pelillo , Universit`a Ca' Foscari", Italy
pp. 292-299

A Mean Field EM-algorithm for Coherent Occlusion Handling in MAP-Estimation Prob (Abstract)

Rik Fransens , K.U.Leuven-ESAT-PSI, Leuven, Belgium
Christoph Strecha , K.U.Leuven-ESAT-PSI, Leuven, Belgium
Luc Van Gool , K.U.Leuven-ESAT-PSI, Leuven, Belgium
pp. 300-307

Improving Recognition of Novel Input with Similarity (Abstract)

Jerod J. Weinman , University of Massachusetts-Amherst
Erik Learned-Miller , University of Massachusetts-Amherst
pp. 308-315

Toward Robust Distance Metric Analysis for Similarity Estimation (Abstract)

Jie Yu , University of Texas at San Antonio, TX, USA
Qi Tian , University of Texas at San Antonio, TX, USA
Jaume Amores , IMEDIA Research Group, INRIA, Rocquencourt, France
Nicu Sebe , Faculty of Science, University of Amsterdam, Netherlands
pp. 316-322

When Fisher meets Fukunaga-Koontz: A New Look at Linear Discriminants (Abstract)

Sheng Zhang , National University of Singapore
Terence Sim , National University of Singapore
pp. 323-329

Learning Boosted Asymmetric Classifiers for Object Detection (Abstract)

Xinwen Hou , Chinese Academy of Science, Beijing, P. R. China
Cheng-Lin Liu , Chinese Academy of Science, Beijing, P. R. China
Tieniu Tan , Chinese Academy of Science, Beijing, P. R. China
pp. 330-338
Poster Session 2: Graphics and Image Synthesis

Lensless Imaging with a Controllable Aperture (Abstract)

Assaf Zomet , Columbia University, NY
Shree K. Nayar , Columbia University, NY
pp. 339-346

Picture Collage (Abstract)

Jingdong Wang , HKUST, Hong Kong
Long Quan , HKUST, Hong Kong
Jian Sun , Microsoft Research Asia, Beijing, China
Xiaoou Tang , Microsoft Research Asia, Beijing, China
Heung-Yeung Shum , Microsoft Research Asia, Beijing, China
pp. 347-354

Accurate Tracking of Monotonically Advancing Fronts (Abstract)

M. Sabry Hassouna , University of Louisville, Louisville, KY
Aly A. Farag , University of Louisville, Louisville, KY
pp. 355-362

Real Time Localization and 3D Reconstruction (Abstract)

E. Mouragnon , CEA/LIST/DTSI/SARC, 91191 Gif s/Yvette Cedex, France
M. Lhuillier , Universite Blaise Pascal/CNRS, 63177 Aubi`ere Cedex, France
M. Dhome , Universite Blaise Pascal/CNRS, 63177 Aubi`ere Cedex, France
F. Dekeyser , CEA/LIST/DTSI/SARC, 91191 Gif s/Yvette Cedex, France
P. Sayd , CEA/LIST/DTSI/SARC, 91191 Gif s/Yvette Cedex, France
pp. 363-370

Panoramic 3D Reconstruction Using Rotational Stereo Camera with Simple Epipolar Constraints (Abstract)

Wei Jiang , Japan Science and Technology Agency
Masatoshi Okutomi , Tokyo Institute of Technology, Japan
Shigeki Sugimoto , Tokyo Institute of Technology, Japan
pp. 371-378

Contour-Based Structure from Reflection (Abstract)

Po-Hao Huang , National Tsing Hua University, Hsinchu, Taiwan
Shang-Hon Lai , National Tsing Hua University, Hsinchu, Taiwan
pp. 379-386

Modeling Age Progression in Young Faces (Abstract)

Narayanan Ramanathan , University of Maryland
Rama Chellappa , University of Maryland
pp. 387-394

Multi-Resolution Patch Tensor for Facial Expression Hallucination (Abstract)

Kui Jia , Queen Mary University of London
Shaogang Gong , Queen Mary University of London
pp. 395-402

How Do Movie Viewers Perceive Scene Structure from Dynamic Cues (Abstract)

Loong-Fah Cheong , National University of Singapore
Xu Xiang , National University of Singapore
pp. 403-410

Video Completion by Motion Field Transfer (Abstract)

Takaaki Shiratori , University of Tokyo, Japan
Yasuyuki Matsushita , Microsoft Research Asia, Beijing , P.R.China
Xiaoou Tang , Microsoft Research Asia, Beijing , P.R.China
Sing Bing Kang , Microsoft Research, WA, U.S.A.
pp. 411-418

The Design of High-Level Features for Photo Quality Assessment (Abstract)

Yan Ke , Microsoft Research Asia
Xiaoou Tang , Microsoft Research Asia
Feng Jing , Microsoft Research Asia
pp. 419-426

Quantitative Evaluation of Near Regular Texture Synthesis Algorithms (Abstract)

Wen-Chieh Lin , National Chiao-Tung University
James Hays , Carnegie Mellon University
Chenyu Wu , Carnegie Mellon University
Yanxi Liu , Carnegie Mellon University
Vivek Kwatra , University of North Carolina at Chapel Hill
pp. 427-434

Making a Long Video Short: Dynamic Video Synopsis (Abstract)

Alex Rav-Acha , Hebrew University of Jerusalem
Yael Pritch , Hebrew University of Jerusalem
Shmuel Peleg , Hebrew University of Jerusalem
pp. 435-441

Image Completion Using Global Optimization (Abstract)

Nikos Komodakis , University of Crete
pp. 442-452
Oral Session 3: Geometry

RANSAC for (Quasi-)Degenerate data (QDEGSAC) (Abstract)

Jan-Michael Frahm , University of North Carolina at Chapel Hill, Chapel Hill
Marc Pollefeys , University of North Carolina at Chapel Hill, Chapel Hill
pp. 453-460

Single-Image Vignetting Correction (Abstract)

Yuanjie Zheng , Shanghai Jiaotong University
Stephen Lin , Microsoft Research Asia
Sing Bing Kang , Microsoft Research
pp. 461-468

Scalable Monocular SLAM (Abstract)

Ethan Eade , Cambridge University
Tom Drummond , Cambridge University
pp. 469-476

Structure from Motion with Known Camera Positions (Abstract)

Rodrigo Carceroni , University of Pennsylvania
Ankita Kumar , University of Pennsylvania
Kostas Daniilidis , University of Pennsylvania
pp. 477-484

Removing Outliers Using The L\infty Norm (Abstract)

Kristy Sim , Australian National University
Richard Hartley , Australian National University, and National ICT Australia
pp. 485-494
Oral Session 4: Stereo and 3D Reconstruction

Polarization-based Surface Reconstruction via Patch Matching (Abstract)

Gary Atkinson , University of York, UK
Edwin Hancock , University of York, UK
pp. 495-502

Hierarchical Volumetric Multi-view Stereo Reconstruction of Manifold Surfaces based on Dual Graph Embedding (Abstract)

Alexander Hornung , Computer Graphics Group, RWTH Aachen University
Leif Kobbelt , Computer Graphics Group, RWTH Aachen University
pp. 503-510

Improving Border Localization of Multi-Baseline Stereo Using Border-Cut (Abstract)

Marc-Antoine Drouin , DIRO, Universite de Montreal, Canada
Martin trudeau , DIRO, Universite de Montreal, Canada
Sebastien Roy , DIRO, Universite de Montreal, Canada
pp. 511-518

A Comparison and Evaluation of Multi-View Stereo Reconstruction Algorithms (Abstract)

Steven M. Seitz , University of Washington
Brian Curless , University of Washington
James Diebel , Stanford University
Daniel Scharstein , Middlebury College
Richard Szeliski , Microsoft Research
pp. 519-528
Poster Session 3: Tracking and Video Analysis

A General Framework and New Alignment Criterion for Dense Optical Flow (Abstract)

Rami Ben-Ari , Tel Aviv University
Nir Sochen , Tel Aviv University
pp. 529-536

Using Stationary-Dynamic Camera Assemblies for Wide-area Video Surveillance and Selective Attention (Abstract)

Ankur Jain , University of California, Santa Barbara, CA
Dan Kopell , University of California, Santa Barbara, CA
Kyle Kakligian , University of California, Santa Barbara, CA
Yuan-Fang Wang , University of California, Santa Barbara, CA
pp. 537-544

Efficient Maximally Stable Extremal Region (MSER) Tracking (Abstract)

Michael Donoser , Graz University of Technology
Horst Bischof , Graz University of Technology
pp. 553-560

Identifying Color in Motion in Video Sensors (Abstract)

Gang Wu , UC Santa Barbara, CA
Amir Rahimi , UC Santa Barbara, CA
Edward Y. Chang , UC Santa Barbara, CA
Kingshy Goh , Proximex Inc. Cupertino, CA
Tomy Tsai , UC Santa Barbara, CA
Ankur Jain , UC Santa Barbara, CA
Yuan-Fang Wang , UC Santa Barbara, CA
pp. 561-569

Spatial Divide and Conquer with Motion Cues for Tracking through Clutter (Abstract)

Zhaozheng Yin , Pennsylvania State University
Robert Collins , Pennsylvania State University
pp. 570-577

Robust multi-target tracking using spatio-temporal context (Abstract)

Hieu T. Nguyen , Rensselaer Polytechnic Institute, USA
Qiang Ji , Rensselaer Polytechnic Institute, USA
Arnold W.M. Smeulders , University of Amsterdam, Netherlands
pp. 578-585

Unsupervised Bayesian Detection of Independent Motion in Crowds (Abstract)

Gabriel J. Brostow , University of Cambridge
Roberto Cipolla , University of Cambridge
pp. 594-601

A Joint Illumination and Shape Model for Visual Tracking (Abstract)

Amit Kale , University of Kentucky
Christopher Jaynes , University of Kentucky
pp. 602-609

Kernel-based Template Alignment (Abstract)

Igor Guskov , University of Michigan, Ann Arbor
pp. 610-617

Toward Optimal Kernel-based Tracking (Abstract)

Maneesh Dewan , Gregory D. Hager
pp. 618-625

Interactive Feature Tracking using K-D Trees and Dynamic Programming (Abstract)

Aeron Buchanan , University of Oxford, UK
Andrew Fitzgibbon , Microsoft Research Cambridge, UK
pp. 626-633

A Novel Data Association Algorithm for Object Tracking in Clutter with Application to Tennis Video Analysis (Abstract)

Fei Yan , University of Surrey, UK
Alexey Kostin , University of Surrey, UK
William Christmas , University of Surrey, UK
Josef Kittler , University of Surrey, UK
pp. 634-641

Fusion of Detection and Matching Based Approaches for Laser Based Multiple People Tracking (Abstract)

Jinshi Cui , Peking University, China
Huijing Zhao , University of Tokyo, Japan
Ryosuke Shibasaki , University of Tokyo, Japan
pp. 642-649

Measurement integration under inconsistency for robust tracking (Abstract)

Gang Hua , Northwestern University, 2145 Sheridan Road, Evanston, IL
Ying Wu , Northwestern University, 2145 Sheridan Road, Evanston, IL
pp. 650-657

Efficient Optimal Kernel Placement for Reliable Visual Tracking (Abstract)

Zhimin Fan , Northwestern University
Ming Yang , Northwestern University
Ying Wu , Northwestern University
Gang Hua , Northwestern University
Ting Yu , Northwestern University
pp. 658-665

Multi-Object Tracking Through Simultaneous Long Occlusions and Split-Merge Conditions (Abstract)

A. G. Amitha Perera , GE Global Research, NY
Chukka Srinivas , GE Global Research, NY
Anthony Hoogs , GE Global Research, NY
Glen Brooksby , GE Global Research, NY
Wensheng Hu , GE Global Research, NY
pp. 666-673

Tracking With Sobolev Active Contours (Abstract)

Ganesh Sundaramoorthi , Georgia Institute of Technology
Jeremy D. Jackson , Georgia Institute of Technology
Anthony Yezzi , Georgia Institute of Technology
Andrea C. Mennucci , Scuola Normale Superiore
pp. 674-680

Robust Real-Time Face Pose and Facial Expression Recovery (Abstract)

Zhiwei Zhu , Rensselaer Polytechnic Institute, Troy, NY
Qiang Ji , Rensselaer Polytechnic Institute, Troy, NY
pp. 681-688

Off-road Path Following using Region Classification and Geometric Projection Constraints (Abstract)

Yaniv Alon , Mobileye Ltd. Jerusalem, Israel
Andras Ferencz , Mobileye Ltd. Jerusalem, Israel
Amnon Shashua , Hebrew University of Jerusalem
pp. 689-696

Intelligent Collaborative Tracking by Mining Auxiliary Objects (Abstract)

Ming Yang , EECS Dept., Northwestern Univ.
Ying Wu , EECS Dept., Northwestern Univ.
Shihong Lao , Sensing & Control Technology Lab, OMRON
pp. 697-704

Counting Crowded Moving Objects (Abstract)

Vincent Rabaud , University of California, San Diego
Serge Belongie , University of California, San Diego
pp. 705-711

Automatic Kinematic Chain Building from Feature Trajectories of Articulated Objects (Abstract)

Jingyu Yan , University of North Carolina at Chapel Hill
Marc Pollefeys , University of North Carolina at Chapel Hill
pp. 712-719

Differential Tracking based on Spatial-Appearance Model (SAM) (Abstract)

Ting Yu , Northwestern University, IL
Ying Wu , Northwestern University, IL
pp. 720-727

Covariance Tracking using Model Update Based on Lie Algebra (Abstract)

Fatih Porikli , Mitsubishi Electric Research Laboratories, Cambridge, MA
Oncel Tuzel , Mitsubishi Electric Research Laboratories, Cambridge, MA
Peter Meer , Rutgers University, Piscataway, NJ
pp. 728-735

A New Deformable Model for Boundary Tracking in Cardiac MRI and Its Application to the Detection of Intra-Ventricular Dyssynchrony (Abstract)

Paulo F. U. Gotardo , Ohio State University - Columbus, OH
Kim L Boyer , Ohio State University - Columbus, OH
Joel Saltz , Ohio State University - Columbus, OH
Subha V. Raman , Ohio State University - Columbus, OH
pp. 736-743

Robust People Tracking with Global Trajectory Optimization (Abstract)

Jerome Berclaz , EPFL - CVLAB, Lausanne, Switzerland
Francois Fleuret , EPFL - CVLAB, Lausanne, Switzerland
Pascal Fua , EPFL - CVLAB, Lausanne, Switzerland
pp. 744-750

Dynamic Appearance Modeling for Human Tracking (Abstract)

Hwasup Lim , Pennsylvania State University
Octavia I. Camps , Pennsylvania State University
Mario Sznaier , Pennsylvania State University
Vlad I. Morariu , University of Maryland
pp. 751-757

Gesture Recognition using Hidden Markov Models from Fragmented Observations (Abstract)

Ruiduo Yang , University of South Florida
Sudeep Sarkar , University of South Florida
pp. 766-773

Tracking of the Articulated Upper Body on Multi-View Stereo Image Sequences (Abstract)

Julius Ziegler , Universität Karlsruhe (TH) Germany
Kai Nickel , Universität Karlsruhe (TH) Germany
Rainer Stiefelhagen , Universität Karlsruhe (TH) Germany
pp. 774-781

Regression-based Hand Pose Estimation from Multiple Cameras (Abstract)

Teofilo E. de Campos , University of Oxford, UK
David W. Murray , University of Oxford, UK
pp. 782-789

A Modular Approach to the Analysis and Evaluation of Particle Filters for Figure Tracking (Abstract)

Ping Wang , Georgia Institute of Technology
James M. Rehg , Georgia Institute of Technology
pp. 790-797

Robust Fragments-based Tracking using the Integral Histogram (Abstract)

Amit Adam , Israel Institute of Technology
Ehud Rivlin , Israel Institute of Technology
Ilan Shimshoni , Haifa University, Israel
pp. 798-805

Robust Visual Tracking Using Case-Based Reasoning with Confidence (Abstract)

Zhiwei Zhu , Rensselaer Polytechnic Institute, Troy, NY
Wenhui Liao , Rensselaer Polytechnic Institute, Troy, NY
Qiang Ji , Rensselaer Polytechnic Institute, Troy, NY
pp. 806-816
Poster Seslsion 4: Matchingand Registration

Learning a manifold-constrained map between image sets: applications to matching and pose estimation (Abstract)

Jihun Ham , University of Pennsylvania
Ikkjin Ahn , University of Pennsylvania
Daniel Lee , University of Pennsylvania
pp. 817-824

Non-rigid Image Registration Using Geometric Features and Local Salient Region Features (Abstract)

Jinzhong Yang , Lehigh University, Bethlehem, PA 18015, USA
Rick S. Blum , Lehigh University, Bethlehem, PA 18015, USA
James P. Williams , Siemens Corporate Research, Princeton, NJ
Yiyong Sun , Siemens Corporate Research, Princeton, NJ
Chenyang Xu , Siemens Corporate Research, Princeton, NJ
pp. 825-832

Shape Representation based on Integral Kernels: Application to Image Matching and Segmentation (Abstract)

Byung-Woo Hong , University of California, Los Angeles, CA
Emmanuel Prados , University of California, Los Angeles, CA
Stefano Soatto , University of California, Los Angeles, CA
Luminita Vese , University of California, Los Angeles, CA
pp. 833-840

Neighborhood Aided Implicit Active Contours (Abstract)

Huafeng Liu , Zhejiang University, Hangzhou, China
Yunmei Chen , Hong Kong University of Science and Technology
Yunmei Chen , University of Florida, Gainesville, Florida, USA
Wufan Chen , Southern Medical University, Guangzhou, China
pp. 841-848

An Intensity-augmented Ordinal Measure for Visual Correspondence (Abstract)

Anurag Mittal , Siemens Corporate Research
Visvanathan Ramesh , Siemens Corporate Research Princeton, NJ
pp. 849-856

Image Comparison by Compound Disjoint Information (Abstract)

Zhaohui Sun , Visualization and Computer Vision Lab, GE Global Research
Anthony Hoogs , Visualization and Computer Vision Lab, GE Global Research
pp. 857-862

Multi-Resolution Spin-Images (Abstract)

H. Quynh Dinh , Stevens Institute of Technology
Steven Kropac , Stevens Institute of Technology
pp. 863-870

Robust Tracking and Stereo Matching under Variable Illumination (Abstract)

Jingdan Zhang , UNC Chapel Hill
Leonard McMillan , UNC Chapel Hill
Jingyi Yu , University of Delaware Newark, DE
pp. 871-878

Geometric Hashing with Local Affine Frames (Abstract)

Ondrej Chum , Czech Technical University in Prague, Czech Republic
Jiri Matas , Czech Technical University in Prague, Czech Republic
pp. 879-884

Hierarchical Procrustes Matching for Shape Retrieval (Abstract)

Graham McNeill , University of Edinburgh, Edinburgh, UK
Sethu Vijayakumar , University of Edinburgh, Edinburgh, UK
pp. 885-894
Oral Session 5: Low Level Analysis

Image Denoising Via Learned Dictionaries and Sparse representation (Abstract)

Michael Elad , Israel Institute of Technology, Haifa 32000 Israel
Michal Aharon , Israel Institute of Technology, Haifa 32000 Israel
pp. 895-900

Noise Estimation from a Single Image (Abstract)

Ce Liu , CS and AI Lab, MIT
William T. Freeman , CS and AI Lab, MIT
Richard Szeliski , Microsoft Research
Sing Bing Kang , Microsoft Research
pp. 901-908

Learning Patch Dependencies for Improved Pose Mismatched Face Verification (Abstract)

Simon Lucey , Carnegie Mellon University
Tsuhan Chen , Carnegie Mellon University
pp. 909-915

Continuous Super-Resolution for Recovery of 1-D Image Features: Algorithm and Performance Modeling (Abstract)

Frederic Champagnat , Office National d' Etudes et Recherches A´erospatiales, France
Guy Le Besnerais , Office National d' Etudes et Recherches A´erospatiales, France
Caroline Kulcsar , Institut Galilee, Universite Paris, France
pp. 916-926
Oral Session 6: Recognition

Extracting Subimages of an Unknown Category from a Set of Images (Abstract)

Sinisa Todorovic , University of Illinois at Urbana-Champaign
Narendra Ahuja , University of Illinois at Urbana-Champaign
pp. 927-934

Augmenting Shape with Appearance in Vehicle Category Recognition (Abstract)

Ozge C. Ozcanli , Brown University, Providence
Amir Tamrakar , Brown University, Providence
Benjamin B. Kimia , Brown University, Providence
pp. 935-942

Composite Templates for Cloth Modeling and Sketching (Abstract)

Hong Chen , University of California, Los Angeles
Zi Jian Xu , University of California, Los Angeles
Zi Qiang Liu , University of California, Los Angeles
Song Chun Zhu , University of California, Los Angeles
pp. 943-950

Tracking of Multiple, Partially Occluded Humans based on Static Body Part Detection (Abstract)

Bo Wu , University of Southern California
Ram Nevatia , University of Southern California
pp. 951-958

The Function Space of an Activity (Abstract)

Ashok Veeraraghavan , University of Maryland
Rama Chellappa , University of Maryland, USA
Amit K. Roy-Chowdhury , University of California Riverside, CA
pp. 959-968
Poster Session 5: Segmentation

Shape Guided Object Segmentation (Abstract)

Eran Borenstein , Brown University
Jitendra Malik , U.C. Berkeley
pp. 969-976

Shape-Based Approach to Robust Image Segmentation using Kernel PCA (Abstract)

Samuel Dambreville , Georgia Institute of Technology
Yogesh Rathi , Georgia Institute of Technology
Allen Tannen , Georgia Institute of Technology
pp. 977-984

Improved watershed segmentation using water diffusion and local shape priors (Abstract)

Hieu T. Nguyen , Rensselaer Polytechnic Institute, USA
Qiang Ji , Rensselaer Polytechnic Institute, USA
pp. 985-992

Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs (Abstract)

Carsten Rother , Microsoft Research Cambridge, UK
Tom Minka , Microsoft Research Cambridge, UK
Andrew Blake , Microsoft Research Cambridge, UK
Vladimir Kolmogorov , University College London
pp. 993-1000

Weakly Supervised Top-down Image Segmentation (Abstract)

Manuela Vasconcelos , University of California, San Diego
Nuno Vasconcelos , University of California, San Diego
Gustavo Carneiro , Siemens Corporate Research
pp. 1001-1006

Segmentation by Level Sets and Symmetry (Abstract)

Tammy Riklin-Raviv , Tel Aviv University, Tel Aviv 69978, Israel
Nahum Kiryati , Tel Aviv University, Tel Aviv 69978, Israel
Nir Sochen , Tel Aviv University, Tel Aviv 69978, Israel
pp. 1015-1022

Active Graph Cuts (Abstract)

Olivier Juan , CERTIS, Ecole Nationale des Ponts et Chaussees Champs-sur-Marne, France
Yuri Boykov , University of Western Ontario, Canada
pp. 1023-1029

Globally Optimal Grouping for Symmetric Boundaries (Abstract)

Joachim S. Stahl , University of South Carolina, Columbia
Song Wang , University of South Carolina, Columbia
pp. 1030-1037

A Geodesic Active Contour Framework for Finding Glass (Abstract)

Kenton McHenry , University of Illinois at Urbana-Champaign, USA
Jean Ponce , Ecole Normale Sup´erieure, Paris, France
pp. 1038-1044

Solving Markov Random Fields using Second Order Cone Programming Relaxations (Abstract)

M.Pawan Kumar , Oxford Brookes University, UK
P.H.S. Torr , Oxford Brookes University, UK
A. Zisserman , University of Oxford, UK
pp. 1045-1052

Graph Partitioning by Spectral Rounding: Applications in Image Segmentation and Clustering (Abstract)

David A. Tolliver , Carnegie Mellon University, PA
Gary L. Miller , Carnegie Mellon University, PA
pp. 1053-1060

MRF?s forMRI?s: Bayesian Reconstruction of MR Images via Graph Cuts (Abstract)

Ashish Raj , UC San Francisco
Gurmeet Singh , Cornell University
Ramin Zabih , Cornell University
pp. 1061-1068

Scale Variant Image Pyramids (Abstract)

Joshua Gluckman , Polytechnic University, Brooklyn, New York
pp. 1069-1075

Control Theory and Fast Marching Techniques for Brain Connectivity Mapping (Abstract)

Emmanuel Prados , UCLA Vision Lab., USA
Stefano Soatto , UCLA Vision Lab., USA
Christophe Lenglet , Odyssee Lab., INRIA, France
Jean-Philippe Pons , Odyssee Lab., INRIA, France
Nicolas Wotawa , Odyssee Lab., INRIA, France
Rachid Deriche , Odyssee Lab., INRIA, France
Olivier Faugeras , Odyssee Lab., INRIA, France
pp. 1076-1083

Vessel Crawlers: 3D Physically-based Deformable Organisms for Vasculature Segmentation and Analysis (Abstract)

Chris McIntosh , Simon Fraser University, Canada
Ghassan Hamarneh , Simon Fraser University, Canada
pp. 1084-1091

On Manifold Structure of Cardiac MRI Data: Application to Segmentation (Abstract)

Qilong Zhang , Washington University in St. Louis, MO
Richard Souvenir , Washington University in St. Louis, MO
Robert Pless , Washington University in St. Louis, MO
pp. 1092-1098

Fast Variational Segmentation using Partial Extremal Initialization (Abstract)

Jan Erik Solem , Malmo University, Sweden
Niels Chr. Overgaard , Malmo University, Sweden
Markus Persson , Malmo University, Sweden
Anders Heyden , Malmo University, Sweden
pp. 1099-1105

Integration of Top-down and Bottom-up Information for Image Labeling (Abstract)

Takahiro Toyoda , Tokyo Institute of Technology
Keisuke Tagami , Tokyo Institute of Technology
Osamu Hasegawa , Tokyo Institute of Technology
pp. 1106-1113

Statistical Analysis of Local 3D Structure in 2D Images (Abstract)

Sinan KALKAN , University of Gottingen, Germany
Florentin Worgotter , University of Gottingen, Germany
Norbert Kruger , Aalborg University Copenhagen, Denmark
pp. 1114-1121

An Integrated Segmentation and Classification Approach Applied to Multiple Sclerosis Analysis (Abstract)

Ayelet Akselrod-Ballin , Weizmann Institute of Science, Rehovot, Israel
Meirav Galun , Weizmann Institute of Science, Rehovot, Israel
Ronen Basri , Weizmann Institute of Science, Rehovot, Israel
Achi Brandt , Weizmann Institute of Science, Rehovot, Israel
Moshe John Gomori , Hadassah University Hospital, Jerusalem, Israel
Massimo Filippi , Hospital San Raffaele, Milan, Italy
Paula Valsasina , Hospital San Raffaele, Milan, Italy
pp. 1122-1129

Model Order Selection and Cue Combination for Image Segmentation (Abstract)

Andrew Rabinovich , University of California, San Diego
Serge Belongie , University of California, San Diego
Tilman Lange , ETH Zurich, Switzerland
Joachim M. Buhmann , ETH Zurich, Switzerland
pp. 1130-1137

Meta-Evaluation of Image Segmentation Using Machine Learning (Abstract)

Hui Zhang , Washington University, St. Louis, MO
Sharath Cholleti , Washington University, St. Louis, MO
Sally A. Goldman , Washington University, St. Louis, MO
Jason E. Fritts , St. Louis University, MO
pp. 1138-1145

Image-Segmentation Evaluation From the Perspective of Salient Object Extraction (Abstract)

Feng Ge , University of South Carolina, Columbia
Song Wang , University of South Carolina, Columbia
Tiecheng Liu , University of South Carolina, Columbia
pp. 1146-1153

Acceleration Strategies for Gaussian Mean-Shift Image Segmentation (Abstract)

Miguel A. Carreira-Perpinan , OGI, Oregon Health and Science University
pp. 1160-1167

Nonlinear Mean Shift for Clustering over Analytic Manifolds (Abstract)

Raghav Subbarao , Rutgers University, Piscataway, NJ
Peter Meer , Rutgers University, Piscataway, NJ
pp. 1168-1175

Dynamics Based Robust Motion Segmentation (Abstract)

Roberto Lublinerman , Pennsylvania State University
Mario Sznaier , Pennsylvania State University
Octavia Camps , Pennsylvania State University
pp. 1176-1184
Poster Session 6: Geometry

Non-Rigid Metric Shape and Motion Recovery from Uncalibrated Images Using Priors (Abstract)

Alessio Del Bue , Queen Mary, University of London, UK
Xavier Llad , Queen Mary, University of London, UK
Lourdes Agapito , Queen Mary, University of London, UK
pp. 1191-1198

Uncertainty Models in Quasiconvex Optimization for Geometric Reconstruction (Abstract)

Qifa Ke , Carnegie Mellon University, PA
Takeo Kanade , Carnegie Mellon University, PA
pp. 1199-1205

The Registration Problem Revisited: Optimal Solutions From Points, Lines and Planes (Abstract)

Carl Olsson , Lund University, Sweden
Fredrik Kahl , Lund University, Sweden
Magnus Oskarsson , Lund University, Sweden
pp. 1206-1213

Euclidean Structure from Confocal Conics: Theory and Application to Camera Calibration (Abstract)

Pierre Gurdjos , IRIT-TCI, UPS, 118 route de Narbonne, Toulouse, cedex 9, France
Jun-Sik Kim , KAIST, Yuseong-Gu, Daejeon, Korea
In-So Kweon , KAIST, Yuseong-Gu, Daejeon, Korea
pp. 1214-12221
Poster Session 6: Geometry

Recovering Camera Motion Using L\infty Minimization (Abstract)

Kristy Sim , Australian National University
Richard Hartley , Australian National University, and National ICT Australia
pp. 1230-1237

Motion Estimation from Spheres (Abstract)

Guoqiang Zhang , University of Hong Kong
Kwan-Yee K. Wong , University of Hong Kong
pp. 1238-1243

Real-Time Visual SLAM with Resilience to Erratic Motion (Abstract)

Mark Pupilli , University of Bristol, UK
Andrew Calway , University of Bristol, UK
pp. 1244-1249

Homography from Coplanar Ellipses with Application to Forensic Blood Splatter Reconstruction (Abstract)

John Wright , University of Illinois, Urbana
Andrew Wagner , University of Illinois, Urbana
Shankar Rao , University of Illinois, Urbana
Yi Ma , University of Illinois, Urbana
pp. 1250-1257

Epipolar Geometry of Central Projection Systems Using Veronese Maps (Abstract)

Joao P. Barreto , ISR/DEEC, University of Coimbra, Portugal
Kostas Daniilidis , GRASP Lab., University of Pennsylvania
pp. 1258-1265

Recursive Recovery of Position and Orientation from Stereo Image Sequences without Three-Dimensional Structures (Abstract)

Ying Kin Yu , Chinese University of Hong Kong, Hong Kong
Kin Hong Wong , Chinese University of Hong Kong, Hong Kong
Siu Hang , Chinese University of Hong Kong, Hong Kong
Michael Ming Yuen Chang , Chinese University of Hong Kong, Hong Kong
pp. 1274
Oral Session 7: Matching and Registration

Groupwise point pattern registration using a novel CDF-based Jensen-Shannon Divergence (Abstract)

Fei Wang , University of Florida, Gainesville, FL, 32611 USA
Baba C. Vemuri , University of Florida, Gainesville, FL, 32611 USA
Anand Rangarajan , University of Florida, Gainesville, FL, 32611 USA
pp. 1283-1288

An Efficiency Criterion for 2D Shape Model Selection. (Abstract)

Kathryn Leonard , California Institute of Technology
pp. 1289-1296

3D Alignment of Face in a Single Image (Abstract)

Lie Gu , Carnegie Mellon University
Takeo Kanade , Carnegie Mellon University
pp. 1305-1312

Accurate Face Alignment using Shape Constrained Markov Network (Abstract)

Lin Liang , Microsoft Research Asia, China
Fang Wen , Microsoft Research Asia, China
Ying-Qing Xu , Microsoft Research Asia, China
Xiaoou Tang , Microsoft Research Asia, China
Heung-Yeung Shum , Microsoft Research Asia, China
pp. 1313-1319
Author Index

Author Index (PDF)

pp. 1320
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