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Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001 (2001)
Kauai, Hawaii
Dec. 8, 2001 to Dec. 14, 2001
ISSN: 1063-6919
ISBN: 0-7695-1272-0
TABLE OF CONTENTS
Session 3

Robot Homing based on Corner Tracking in a Sequence of Panoramic Images (Abstract)

Antonis A. Argyros , Institute of Computer Science
Kostas E. Bekris , Institute of Computer Science
Stelios C. Orphanoudakis , Institute of Computer Science
pp. 3

Illumination Subspace for Multibody Motion Segmentation (Abstract)

Atsuto Maki , Toshiba Corporation
Hiroshi Hattori , Toshiba Corporation
pp. 11

Feature Reduction and Hierarchy of Classifiers for Fast Object Detection in Video Images (Abstract)

Bernd Heisele , Honda R&D Americas, Inc.
Thomas Serre , Center for Biological and Computational Learning, M.I.T.
Sayan Mukherjee , Center for Biological and Computational Learning, M.I.T.
Tomaso Poggio , Center for Biological and Computational Learning, M.I.T.
pp. 18

Unsupervised Face Recognition from Image Sequences Based on Clustering with Attraction and Repulsion (Abstract)

Bisser Raytchev , NTT Communication Science Laboratories
Hiroshi Murase , NTT Communication Science Laboratories
pp. 25

3D Model Generation for Cities Using Aerial Photographs and Ground Level Laser Scans (Abstract)

Christian Früh , University of California, Berkeley
Avideh Zakhor , University of California, Berkeley
pp. 31

Constructing models for content-based image retrieval (Abstract)

Cordelia Schmid , INRIA Rh?ne-Alpes GRAVIR-CNRS
pp. 39

Anti-Sequences: Event Detection by Frame Stacking (Abstract)

Margarita Osadchy , University of Haifa
Daniel Keren , University of Haifa
Yaniv Gal , University of Haifa
pp. 46

Recognition of Human Gaits (Abstract)

Alessandro Bissacco , University of California, Los Angeles
Alessandro Chiuso , Universit? di Padova
Yi Ma , University of Illinois at Urbana
Stefano Soatto , University of California, Los Angeles
pp. 52

Light Field Rendering for Large-Scale Scenes (Abstract)

Hiroshi Kawasaki , University of Tokyo
Katsushi Ikeuchi , University of Tokyo
Masao Sakauchi , University of Tokyo
pp. 64

3D Reconstruction from 360 x 360 Mosaics (Abstract)

Hynek Bakstein , Czech Technical University
Tomás Pajdla , Czech Technical University
pp. 72

View-Based Human Activity Recognition by Indexing & Sequencing (Abstract)

Jezekiel Ben-Arie , University Of Illinois at Chicago
Purvin Pandit , University Of Illinois at Chicago
Shyamsundar Rajaram , University Of Illinois at Chicago
pp. 78

An Adaptive Algorithm for Text Detection from Natural Scenes (Abstract)

Jiang Gao , Carnegie Mellon University
Jie Yang , Carnegie Mellon University
pp. 84

3-D Interpretation of Single Line Drawings Based on Entropy Minimization Principle (Abstract)

Kenji Shoji , Utsunomiya University
Kazunori Kato , Utsunomiya University
Fubito Toyama , Utsunomiya University
pp. 90

Face detection in a video sequence - a temporal approach (Abstract)

K. Mikolajczyk , INRIA Rh?ne-Alpes GRAVIR-CNRS
R. Choudhury , INRIA Rh?ne-Alpes GRAVIR-CNRS
C. Schmid , INRIA Rh?ne-Alpes GRAVIR-CNRS
pp. 96

Dynamic bayesian framework for extracting temporal structure in video (Abstract)

Ankush Mittal , National University of Singapore
Loong Fah Cheong , National University of Singapore
Leung Tung Sing , National University of Singapore
pp. 110

Learning Probabilistic Distribution Model for Multi-View Face Detection (Abstract)

Lie Gu , Microsoft Research China
Stan Z Li , Microsoft Research China
Hong-Jiang Zhang , Microsoft Research China
pp. 116

Event-Based Analysis of Video (Abstract)

Lihi Zelnik-Manor , The Weizmann Institute of Science
Michal Irani , The Weizmann Institute of Science
pp. 123

Production of Video Images by Computer Controlled Cameras and Its Application to TV Conference System (Abstract)

Masaki Onishi , Osaka Prefecture University
Takehiko Kagebayashi , Osaka Prefecture University
Kunio Fukunaga , Osaka Prefecture University
pp. 131

A Simple Stereo Algorithm to Recover Precise Object Boundaries and Smooth Surfaces (Abstract)

Masatoshi Okutomi , Tokyo Institute of Technology
Yasuhiro Katayama , Tokyo Institute of Technology
Setsuko Oka , Tokyo Institute of Technology
pp. 138

On Focal Length Calibration from Two Views (Abstract)

Peter Sturm , INRIA Rh?ne-Alpes
pp. 145

Dynamic Shadow Elimination for Multi-Projector Displays (Abstract)

Rahul Sukthankar , One Cambridge Center; Carnegie Mellon University
Tat-Jen Cham , One Cambridge Center
Gita Sukthankar , One Cambridge Center; Carnegie Mellon University
pp. 151

Critical Configurations for N-view Projective Reconstruction (Abstract)

Fredrik Kahl , Lund University
Richard Hartley , Australia National University
Kalle Åström , Lund University
pp. 158

Statistics of Real-World Illumination (Abstract)

Ron O. Dror , Massachusetts Institute of Technology
Thomas K. Leung , Massachusetts Institute of Technology
Edward H. Adelson , Massachusetts Institute of Technology
Alan S. Willsky , Massachusetts Institute of Technology
pp. 164

Robust and Adaptive Integration of Multiple Range Images with Photometric Attributes (Abstract)

Ryusuke Sagawa , University of Tokyo
Ko Nishino , University of Tokyo
Katsushi Ikeuchi , University of Tokyo
pp. 172

Mixtures of Trees for Object Recognition (Abstract)

Sergey Ioffe , Fujifilm Software (California)
David Forsyth , UC Berkeley
pp. 180

Removing Weather Effects from Monochrome Images (Abstract)

Srinivasa G. Narasimhan , Columbia University
Shree K. Nayar , Columbia University
pp. 186

Segmentation and Tracking of Multiple Humans in Complex Situations (Abstract)

Tao Zhao , University of Southern California
Ram Nevatia , University of Southern California
Fengjun Lv , University of Southern California
pp. 194

A Framework for Multiple Snakes (Abstract)

Thitiwan Srinark , University of Delaware
Chandra Kambhamettu , University of Delaware
pp. 202

Multi-Object Tracking Using Dynamical Graph Matching (Abstract)

Hwann-Tzong Chen , Academia Sinica
Horng-Horng Lin , Academia Sinica
Tyng-Luh Liu , Academia Sinica
pp. 210

Real-time affine region tracking and coplanar grouping (Abstract)

Vittorio Ferrari , Computer Vision Group (BIWI)
Tinne Tuytelaars , University of Leuven
Luc Van Gool , Computer Vision Group (BIWI); University of Leuven
pp. 226

Adaptive Binning and Dissimilarity Measure for Image Retrieval and Classification (Abstract)

Wee Kheng Leow , National University of Singapore
Rui Li , National University of Singapore
pp. 234

Tracking of Object with SVM Regression (Abstract)

Weiyu Zhu , Univ. of Illinois at Urbana-Champaign
Song Wang , Univ. of Illinois at Urbana-Champaign
Ruei-Sung Lin , Univ. of Illinois at Urbana-Champaign
Stephen Levinson , Univ. of Illinois at Urbana-Champaign
pp. 240

The Role of Domain Knowledge in the Detection of Retinal Hard Exudates (Abstract)

Wynne Hsu , National University of Singapore
P M D S Pallawala , National University of Singapore
Mong Li Lee , National University of Singapore
Kah-Guan Au Eong , Tan Tock Seng Hospital
pp. 246

Multibody Grouping via Orthogonal Subspace Decomposition (Abstract)

Ying Wu , Northwestern University
Zhengyou Zhang , Microsoft Research
Thomas S. Huang , University of Illinois at Urbana-Champaign
John Y. Lin , University of Illinois at Urbana-Champaign
pp. 252

Constructing Facial Identity Surfaces in a Nonlinear Discriminating Space (Abstract)

Yongmin Li , University of London
Shaogang Gong , University of London
Heather Liddell , University of London
pp. 258

A Bayesian Approach to Digital Matting (Abstract)

Yung-Yu Chuang , University of Washington, Seattle
Brian Curless , University of Washington, Seattle
David H. Salesin , University of Washington, Seattle; Microsoft Research
Richard Szeliski , Microsoft Research
pp. 264

Automatic Description of Buildings with Complex Rooftops from Multiple Images (Abstract)

ZuWhan Kim , University of Southern California
Andres Huertas , University of Southern California
Ramakant Nevatia , University of Southern California
pp. 272
Session 4

Evolving Image Segmentations for the Analysis of Video Sequences (Abstract)

A. A. Clark , University of Bristol
B. T. Thomas , University of Bristol
pp. 290

Linear Subspaces for Illumination Robust Face Recognition (Abstract)

Aziz Umit Batur , Georgia Institute of Technology
Monson H. Hayes III , Georgia Institute of Technology
pp. 296

Model-Based 3D Tracking of an Articulated Hand (Abstract)

B. Stenger , University of Cambridge
P. R. S. Mendonça , University of Cambridge
R. Cipolla , University of Cambridge
pp. 310

View-Invariance in Action Recognition (Abstract)

Cen Rao , University of Central Florida
Mubarak Shah , University of Central Florida
pp. 316

Non-Rigid Object Tracking using Performance Evaluation Measures as Feedback (Abstract)

Çigdem Eroglu Erdem , Bogazi?i University
Bülent Sankur , Bogazi?i University
A. Murat Tekalp , University of Rochester
pp. 323

Image Registration by Aligning Entropies (Abstract)

Clark F. Olson , University of Washington, Bothell
pp. 331

Increasing the Discrimination Power of Spectral Spatial Gradients (Abstract)

Daniel Berwick , University of Michigan
Sang Wook Lee , Sogang University
pp. 337

Gauge Fixing for Accurate 3D Estimation (Abstract)

Daniel D. Morris , Northrop Grumman Corp.
Kenichi Kanatani , Okayama University
Takeo Kanade , Carnegie Mellon University
pp. 343

A Pure Learning Approach to Background-Invariant Object Recognition using Pedagogical Support Vector Learning (Abstract)

Danny Roobaert , Royal Institute of Technology (KTH)
Michael Zillich , Royal Institute of Technology (KTH)
Jan-Olof Eklundh , Royal Institute of Technology (KTH)
pp. 351

Probabilistic Tracking of Motion Boundaries with Spatiotemporal Predictions (Abstract)

Oscar Nestares , Xerox Palo Alto Research Center; Instituto de ? Optica "Daza de Vald?s" (C.S.I.C.)
David J. Fleet , Xerox Palo Alto Research Center
pp. 358

Video to Reference Image Alignment in the Presence of Sparse Features and Appearance Change (Abstract)

D. Hirvonen , Sarnoff Corporation
B. Matei , Sarnoff Corporation
R. Wildes , York University
S. Hsu , Sarnoff Corporation
pp. 366

Photometric Stereo with General, Unknown Lighting (Abstract)

Ronen Basri , The Weizmann Institute of Science
David Jacobs , NEC Research Institute
pp. 374

Adaptive Quasiconformal Kernel Metric for Image Retrieval (Abstract)

Douglas R. Heisterkamp , Oklahoma State University
Jing Peng , Tulane University
H. K. Dai , Oklahoma State University
pp. 388

3D Object Recognition from Range Images using Local Feature Histograms (Abstract)

Günter Hetzel , University of Stuttgart
Bastian Leibe , ETH Zurich
Paul Levi , University of Stuttgart
Bernt Schiele , ETH Zurich
pp. 394

Stability Issues in Recovering Illumination Distribution from Brightness in Shadows (Abstract)

Imari Sato , The University of Tokyo
Yoichi Sato , The University of Tokyo
Katsushi Ikeuchi , The University of Tokyo
pp. 400

Contour Grouping with Strong Prior Models (Abstract)

James H. Elder , York University
Amnon Krupnik , Israel Institute of Technology
pp. 414

Issues on the Geometry of Central Catadioptric Image Formation (Abstract)

Joao P. Barreto , University of Coimbra
Helder Araujo , University of Coimbra
pp. 422

Local Mode Filtering (Abstract)

J. van de Weijer , University of Amsterdam
R. van den Boomgaard , University of Amsterdam
pp. 428

Clustering Art (Abstract)

Kobus Barnard , University of California, Berkeley
Pinar Duygulu , University of California, Berkeley
David Forsyth , University of California, Berkeley
pp. 434

Contextual Classification by Entropy-Based Polygonization (Abstract)

L. Hermes , Rheinische Friedrich-Wilhelms-Universit?t Bonn
J. M. Buhmann , Rheinische Friedrich-Wilhelms-Universit?t Bonn
pp. 442

Necessary Conditions to Attain Performance Bounds on Structure and Motion Estimates of Rigid Objects (Abstract)

Margrit Betke , Boston University
Eran Naftali , Massachusetts Institute of Technology
Nicholas C. Makris , Massachusetts Institute of Technology
pp. 448

Morphable 3D models from video (Abstract)

Matthew Brand , Mitsubishi Electric Research Labs
pp. 456

Using occlusions to aid position estimation for visual motion capture (Abstract)

Maurice Ringer , Cambridge University
Tom Drummond , Cambridge University
Joan Lasenby , Cambridge University
pp. 464

Differential Methods for Nonmetric Calibration of Camera Lens Distortion (Abstract)

Moumen T. Ahmed , University of Louisville
Aly A. Farag , University of Louisville
pp. 477

Segmentation for Robust Tracking in the Presence of Severe Occlusion (Abstract)

Camillo Gentile , National Institute of Standards and Technology
Octavia Camps , The Pennsylvania State University
Mario Sznaier , The Pennsylvania State University
pp. 483

A Hierarchical Scheme for Representing Curves without Self-Intersections (Abstract)

Ho Pong-Sik , Pusan National University
Kim Min-Hwan , Pusan National University
pp. 498

A Self-Correcting Projector (Abstract)

Ramesh Raskar , Mitsubishi Electric Research Laboratories (MERL)
Paul Beardsley , Mitsubishi Electric Research Laboratories (MERL)
pp. 504

Eliminating Ghosting and Exposure Artifacts in Image Mosaics (Abstract)

Matthew Uyttendaele , Microsoft Research
Ashley Eden , Harvard University
Richard Szeliski , Microsoft Research
pp. 509

Morphological Color Quantization (Abstract)

Stuart Gibson , University of East Anglia
Richard Harvey , University of East Anglia
pp. 525

Texture Replacement in Real Images (Abstract)

Yanghai Tsin , Carnegie Mellon University
Yanxi Liu , Carnegie Mellon University
Visvanathan Ramesh , Siemens Corporate Research
pp. 539

Learning-Based Building Outline Detection from Multiple Aerial Images (Abstract)

Yanlin Guo , Sarnoff Corporation
Harpreet S. Sawhney , Sarnoff Corporation
Rakesh Kumar , Sarnoff Corporation
Steve Hsu , Sarnoff Corporation
pp. 545

Parametric Representations for Nonlinear Modeling of Visual Data (Abstract)

Ying Zhu , Princeton University
Dorin Comaniciu , Siemens Corporate Research
Visvanathan Ramesh , Siemens Corporate Research
Stuart Schwartz , Princeton University
pp. 553
Session 5

Efficient Non-Parametric Adaptive Color Modeling Using Fast Gauss Transform (Abstract)

Ahmed Elgammal , The University of Maryland
Ramani Duraiswami , The University of Maryland
Larry S. Davis , The University of Maryland
pp. 563

Analysis and Detection of Shadows in Video Streams: A Comparative Evaluation (Abstract)

Rita Cucchiara , University of Modena and Reggio Emilia
Ivana Mikic , University of California, San Diego
Mohan M. Trivedi , University of California, San Diego
pp. 571

3D Biplanar Reconstruction of Scoliotic Vertebrae Using Statistical Models (Abstract)

S. Benameur , CRCHUM H?pital Notre-Dame, H?pital Sainte-Justine, and Ecole de technologie sup?rieure
M. Mignotte , Universit? de Montr?al and CRCHUM H?pital Notre-Dame
S. Parent , H?pital Sainte-Justine and CRCHUM H?pital Notre-Dame
H. Labelle , H?pital Sainte-Justine
W. Skalli , Ecole nationale sup?rieure d?arts et m?tiers
J. A. De Guise , CRCHUM H?pital Notre-Dame, H?pital Sainte-Justine, and Ecole de technologie sup?rieure
pp. 577

On Solving 2D and 3D Puzzles Using Curve Matching (Abstract)

Weixin Kong , Brown University
Benjamin. B. Kimia , Brown University
pp. 583

Learned Templates for Feature Extraction in Fingerprint Images (Abstract)

Bir Bhanu , University of California, Riverside
Xuejun Tan , University of California, Riverside
pp. 591

Spatial Lesion Indexing for Medical Image Databases Using Force Histograms (Abstract)

Chi-Ren Shyu , University of Missouri-Columbia
Pascal Matsakis , University of Missouri-Columbia
pp. 603

Rethinking Classical Internal Forces for Active Contour Models (Abstract)

Doug P. Perrin , University of Minnesota
Christopher E. Smith , University of New Mexico
pp. 615

Text Identification in Complex Background Using SVM (Abstract)

Datong Chen , Dalle Molle Institute for Perceptual Artificial Intelligence
Hervé Bourlard , Dalle Molle Institute for Perceptual Artificial Intelligence
pp. 621

Super-Resolution from Multiple Views Using Learnt Image Models (Abstract)

David Capel , University of Oxford
Andrew Zisserman , University of Oxford
pp. 627

Multispectral Skin Color Modeling (Abstract)

Elli Angelopoulou , University of Pennsylvania and Stevens Institute of Technology
Rana Molana , University of Pennsylvania
Kostas Daniilidis , University of Pennsylvania
pp. 635

Dynamic Coupled Component Analysis (Abstract)

F ernando De la Torre , Escola d'Enginyeria la Salle
Michael J. Black , Brown University
pp. 643

Three-Dimensional Medial Shape Representation Incorporating Object Variability (Abstract)

Martin Styner , University of North Carolina
Guido Gerig , University of North Carolina
pp. 651

Stereo Head Calibration from a Planar Object (Abstract)

Henrik Malm , Lund University
Anders Heyden , Lund University
pp. 657

A Vision System for Fast 3D Model Reconstruction (Abstract)

Huei-Yung Lin , State University of New York at Stony Brook
Murali Subbarao , State University of New York at Stony Brook
pp. 663

A Representation of Image Structure and Its Application to Object Selection Using Freehand Sketches (Abstract)

Kar-Han Tan , University of Illinois at Urbana-Champaign
Narendra Ahuja , University of Illinois at Urbana-Champaign
pp. 677

Bagging Is a Small-Data-Set Phenomenon (Abstract)

Nitesh Chawla , University of South Florida
Thomas E. Moore, Jr. , University of South Florida
Kevin W. Bowyer , University of Notre Dame
Lawrence O. Hall , University of South Florida
Clayton Springer , Sandia National Laboratories
Philip Kegelmeyer , Sandia National Laboratories
pp. 684

Fast Focal Length Solution in Partial Panoramic Image Stitching (PDF)

Kirk L. Duffin , Northern Illinois University
William A. Barrett , Brigham Young University
pp. 690

The Systematic Design and Analysis Cycle of a Vision System: A Case Study in Video Surveillance (Abstract)

Michael Greiffenhagen , Siemens Corporate Research, Inc.
Visvanathan Ramesh , Siemens Corporate Research, Inc.
Heinrich Niemann , Universit?t Erlangen-N?rnberg
pp. 704

Local Gradient, Global Matching, Piecewise-Smooth Optical Flow (Abstract)

Ming Ye , University of Washington
Robert M. Haralick , CUNY Graduate Center
pp. 712

Finding Folds: On the Appearance and Identification of Occlusion (Abstract)

Patrick S. Huggins , Yale University
Hansen F. Chen , Yale University
Peter N. Belhumeur , Yale University
Steven W. Zucker , Yale University
pp. 718

Gait Recognition from Time-Normalized Joint-Angle Trajectories in the Walking Plane (Abstract)

Rawesak Tanawongsuwan , Georgia Institute of Technology
Aaron Bobick , Georgia Institute of Technology
pp. 726

Local Analysis for 3D Reconstruction of Specular Surfaces (Abstract)

Silvio Savarese , California Institute of Technology
Pietro Perona , California Institute of Technology
pp. 738

Object Based Segmentation of Video Using Color, Motion and Spatial Information (Abstract)

Sohaib Khan , University of Central Florida
Mubarak Shah , University of Central Florida
pp. 746

Understanding Popout through Repulsion (Abstract)

Stella X. Yu , Carnegie Mellon University
Jianbo Shi , Carnegie Mellon University
pp. 752

Temporal Integration of Multiple Silhouette-Based Body-Part Hypotheses (Abstract)

Vivek Kwatra , Georgia Institute of Technology
Aaron F. Bobick , Georgia Institute of Technology
Amos Y. Johnson , Georgia Institute of Technology
pp. 758

A Topology Preserving Deformable Model Using Level Sets (Abstract)

Xiao Han , Johns Hopkins University
Chenyang Xu , Siemens Corporate Research
Jerry L. Prince , Johns Hopkins University
pp. 765

Learning Probabilistic Structure for Human Motion Detection (Abstract)

Yang Song , California Institute of Technology
Luis Goncalves , California Institute of Technology
Pietro Perona , Universit? di Padova and California Institute of Technology
pp. 771

On 3D Scene Flow and Structure Estimation (Abstract)

Ye Zhang , University of Delaware
Chandra Kambhamettu , University of Delaware
pp. 778

Image-Based Surface Detail Transfer (Abstract)

Ying Shan , Sarnoff Corporation
Zicheng Liu , Microsoft Research
Zhengyou Zhang , Microsoft Research
pp. 794

Author Index (PDF)

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