The Community for Technology Leaders
Computer Vision, IEEE International Conference on (2001)
Vancouver, B.C., Canada
July 7, 2001 to July 14, 2001
ISBN: 0-7695-1143-0
TABLE OF CONTENTS
Session 1: Sensors and Early Vision

High Dynamic Range Panoramic Imaging (Abstract)

Manoj Aggarwal , University of Illinois at Urbana-Champaign
Narendra Ahuja , University of Illinois at Urbana-Champaign
pp. 2

A Variational Model for Filling-In Gray Level and Color Images (Abstract)

C. Ballester , Univ. Pompeu-Fabra
V. Caselles , Univ. Pompeu-Fabra
J. Verdera , Univ. Pompeu-Fabra
M. Bertalmi , Univ. Pompeu-Fabra
G. Sapiro , Univ. Minnesota
pp. 10

Generalized Mosaicing (Abstract)

Yoav Y. Schechner , Columbia University
Shree K. Nayar , Columbia University
pp. 17
Session 2: Stereo and Multiple Views

The Space of All Stereo Images (Abstract)

Steven M. Seitz , University of Washington, Seattle, WA
pp. 26

Optimal Motion Estimation from Multiview Normalized Epipolar Constraint (Abstract)

Ren? Vidal , University of California at Berkeley
Yi Ma , University of Illinois at Urbana-Champaign
Shawn Hsu , University of California at Berkeley
Shankar Sastry , University of California at Berkeley
pp. 34

Linear Multi View Reconstruction and Camera Recovery (Abstract)

Carsten Rother , Royal Institute of Technology (KTH), Stockholm, Sweden
Stefan Carlsson , Royal Institute of Technology (KTH), Stockholm, Sweden
pp. 42
Session 3: Segmentation and Matching

Segmentation with Pairwise Attraction and Repulsion (Abstract)

Stella X. Yu , Carnegie Mellon University
Jianbo Shi , Carnegie Mellon University
pp. 52

Stereoscopic Segmentation (Abstract)

Anthony J. Yezzi , Georgia Institute of Technology
pp. 59

Gradient Vector Flow Fast Geodesic Active Contours (Abstract)

Nikos Paragios , Siemens Corporate Research
Olivier Mellina-Gottardo , Siemens Corporate Research
Visvanathan Ramesh , Siemens Corporate Research
pp. 67
Poster Session 1

Blind Removal of Image Non-Linearities (Abstract)

Hany Farid , Dartmouth College
Alin C. Popescu , Dartmouth College
pp. 76

A New Imaging Model (Abstract)

Manoj Aggarwal , University of Illinois at Urbana-Champaign
Narendra Ahuja , University of Illinois at Urbana-Champaign
pp. 82

Precise Sub-Pixel Estimation on Area-Based Matching (Abstract)

Masao Shimizu , Tokyo Institute of Technology
Masatoshi Okutomi , Tokyo Institute of Technology
pp. 90

Simultaneous Estimation of Super-resolved Intensity and Depth Maps from Low Resolution Defocused Observations of a Scene (Abstract)

Deepu Rajan , Indian Institute of Technology-Bombay, Powai
Subhasis Chaudhuri , Indian Institute of Technology-Bombay, Powai
pp. 113

Omni-rig: Linear Self-recalibration of a Rig with Varying Internal and External Parameters (Abstract)

Assaf Zomet , The Hebrew University
Lior Wolf , The Hebrew University
Amnon Shashua , The Hebrew University
pp. 135

Camera Calibration and 3D Reconstruction from Single Images Using Parallelepipeds (Abstract)

Marta Wilczkowiak , Movi-Gravir-Inria Rh?ne-Alpes
Edmond Boyer , Movi-Gravir-Inria Rh?ne-Alpes
Peter Sturm , Movi-Gravir-Inria Rh?ne-Alpes
pp. 142

Flux Maximizing Geometric Flows (Abstract)

Alexander Vasilevskiy , McGill University, Montr?al
Kaleem Siddiqi , McGill University, Montr?al
pp. 149

Dimensional analysis of image motion (Abstract)

Michael S. Langer , McGill University
Richard Mann , University of Waterloo
pp. 155

Multiple Motion Scene Reconstruction from Uncalibrated Views (Abstract)

Mei Han , NEC USA, Inc.
Takeo Kanade , Carnegie Mellon University
pp. 163

Estimation and Interpretation of Discontinuities in Optical Flow Fields (Abstract)

M. Middendorf , Universit?t Karlsruhe (TH)
H.-H. Nagel , Universit?t Karlsruhe (TH)
pp. 178

Shadow Carving (Abstract)

Silvio Savarese , California Institute of Technology
Holly Rushmeier , IBM T. J. Watson Research Center
Fausto Bernardini , IBM T. J. Watson Research Center
Pietro Perona , California Institute of Technology
pp. 190

Stochastic road shape estimation (Abstract)

B. Southall , University of Pennsylvania
C. J. Taylor , University of Pennsylvania
pp. 205

Motion Estimation from Disparity Images (Abstract)

D. Demirdjian , Massachusetts Institute of Technology
T. Darrell , Massachusetts Institute of Technology
pp. 213

Separation of Multiple Objects in Motion Images by Clustering (Abstract)

Kohei Inoue , Kyushu Institute of Design
Kiichi Urahama , Kyushu Institute of Design
pp. 219

New Perspectives on Geometric Re ection Theory from Rough Surfaces (Abstract)

Andrew J. Lundberg , The Johns Hopkins University
Lawrence B. Wolff , The Johns Hopkins University
Diego A. Socolinsky , The Johns Hopkins University
pp. 225

Illumination Insensitive Eigenspaces (Abstract)

Horst Bischof , Vienna University of Technology
Horst Wildenauer , Vienna University of Technology
Ales Leonardis , University of Ljubljana
pp. 233

Color Constancy Using KL-Divergence (Abstract)

Charles Rosenberg , Carnegie Mellon University
Martial Hebert , Carnegie Mellon University
Sebastian Thrun , Carnegie Mellon University
pp. 239

Smarter Presentations: Exploiting Homography in Camera-Projector Systems (Abstract)

Rahul Sukthankar , Just Research; The Robotics Institute
Robert G. Stockton , Just Research
Matthew D. Mullin , Just Research
pp. 247

Invariant Mixture Recognition in Hyperspectral Images (Abstract)

Pei-hsiu Suen , University of California, Irvine
Glenn Healey , University of California, Irvine
pp. 262

Combining Single View Recognition and Multiple View Stereo For Architectural Scenes (Abstract)

A. R. Dick , Univ. Cambridge
P. H. S. Torr , St. George House
S. J. Ruffle , Univ. Cambridge
R. Cipolla , Univ. Cambridge
pp. 268

Self-Supervised earning for Object Recognition based on Kernel Discriminant-EM Algorithm (Abstract)

Ying Wu , Univ. of Illinois at Urbana-Champaign
Thomas S. Huang , Univ. of Illinois at Urbana-Champaign
Kentaro Toyama , Microsoft Research
pp. 275

Learning Inhomogeneous Gibbs Model of Faces by Minimax Entropy (Abstract)

Ce Liu , Microsoft Research China
Song Chun Zhu , The Ohio State University
Heung-Yeung Shum , Microsoft Research China
pp. 281

Topology Free Hidden Markov Models: Application to Background Modeling (Abstract)

B. Stenger , University of Cambridge
V. Ramesh , Siemens Corporate Research
N. Paragios , Siemens Corporate Research
F. Coetzee , Siemens Corporate Research
J. M. Buhmann , University of Bonn, Germany
pp. 294

What Value Covariance Information in Estimating Vision Parameters? (Abstract)

Michael J. Brooks , Adelaide University
Wojciech Chojnacki , Adelaide University
Darren Gawley , Adelaide University
Anton van den Hengel , Adelaide University
pp. 302

Model-Based Initialisation of Vehicle Tracking: Dependency on Illumination (Abstract)

H. Leuck , Universit?t Karlsruhe (TH)
H.-H. Nagel , Universit?t Karlsruhe (TH)
pp. 309

Reducing Drift in Parametric Motion Tracking (Abstract)

A. Rahimi , MIT AI Lab
L.-P. Morency , MIT AI Lab
T. Darrell , MIT AI Lab
pp. 315

Guiding Random Particles by Deterministic Search (Abstract)

Josephine Sullivan , NADA, Royal Institute of Technology
Jens Rittscher , University of Oxford
pp. 323

Human Tracking in Multiple Cameras (Abstract)

Sohaib Khan , University of Central Florida
Omar Javed , University of Central Florida
Zeeshan Rasheed , University of Central Florida
Mubarak Shah , University of Central Florida
pp. 331

Selecting Objects With Freehand Sketches (Abstract)

Kar-Han Tan , University of Illinois at Urbana-Champaign
Narendra Ahuja , University of Illinois at Urbana-Champaign
pp. 337

Parallel-Perspective Stereo Mosaics (Abstract)

Zhigang Zhu , University of Massachusetts at Amherst
Edward M. Riseman , University of Massachusetts at Amherst
Allen R. Hanson , University of Massachusetts at Amherst
pp. 345
Session 4: Learning in Vision

Robust Principal Component Analysis for Computer Vision (Abstract)

Fernando De la Torre , Universitat Ramon LLull, Barcelona
Michael J. Black , Brown University
pp. 362

Visual Learning By Integrating Descriptive and Generative Methods (Abstract)

Cheng-en Guo , Ohio State University
Song-Chun Zhu , Ohio State University
Yingnian Wu , Univ. of California at Los Angeles
pp. 370

3D Hand Pose Reconstruction Using Specialized Mappings (Abstract)

R?mer Rosales , Boston University
Vassilis Athitsos , Boston University
Leonid Sigal , Boston University
Stan Sclaroff , Boston University
pp. 378
Session 5: Shape Representation and Recovery

A Probabilistic Framework for Space Carving (Abstract)

A. Broadhurst , University of Cambridge
T. W. Drummond , University of Cambridge
R. Cipolla , University of Cambridge
pp. 388

Articulated Soft Objects for Video-based Body Modeling (Abstract)

Ralf Pl?nkers , Swiss Federal Institute of Technology (EPFL)
Pascal Fua , Swiss Federal Institute of Technology (EPFL)
pp. 394

A Novel Modeling Algorithm for Shape Recovery of Unknown Topology (Abstract)

Ye Duan , State University of New York at Stony Brook
Hong Qin , State University of New York at Stony Brook
pp. 402
Session 6: Stereo and Multiple Views

Plane-based Projective Reconstruction (Abstract)

Robert Kaucic , GE Corporate Research and Development, Schenectady, NY
Richard Hartley , Australia National University, Canberra, Australia
Nicolas Dano , GE Corporate Research and Development, Schenectady, NY
pp. 420

A Characterization of Inherent Stereo Ambiguities (Abstract)

Simon Baker , Carnegie Mellon University
Terence Sim , Carnegie Mellon University
Takeo Kanade , Carnegie Mellon University
pp. 428
Session 7: Segmentation and Matching

The Variable Bandwidth Mean Shift and Data-Driven Scale Selection (Abstract)

Dorin Comaniciu , Siemens Corporate Research
Visvanathan Ramesh , Siemens Corporate Research
Peter Meer , Rutgers University
pp. 438

Fast Algorithm for Nearest Neighbor Search Based on a Lower Bound Tree (Abstract)

Yong-Sheng Chen , Academia Sinica, Taipei; National Taiwan University
Yi-Ping Hung , Academia Sinica, Taipei; National Taiwan University
Chiou-Shann Fuh , National Taiwan University
pp. 446

Matching Shapes (Abstract)

Serge Belongie , University of California, Berkeley
Jitendra Malik , University of California, Berkeley
Jan Puzicha , University of California, Berkeley
pp. 454
Poster Session 2

Error Analysis of Pure Rotation-based Self-Calibration (Abstract)

Lei Wang , Tsinghua Univ.
Sing Bing Kang , Microsoft Research
Heung-Yeung Shum , Microsoft Research China
Guangyou Xu , Tsinghua Univ.
pp. 464

On Cosine-fourth and Vignetting Effects in Real Lenses (Abstract)

Manoj Aggarwal , University of Illinois at Urbana-Champaign
Hong Hua , University of Illinois at Urbana-Champaign
Narendra Ahuja , University of Illinois at Urbana-Champaign
pp. 472

Statistical Calibration of CCD Imaging Process (Abstract)

Yanghai Tsin , Carnegie Mellon University
Visvanathan Ramesh , Siemens Corporate Research
Takeo Kanade , Carnegie Mellon University
pp. 480

Depth From Defocus in Presence of Partial Self Occlusion (Abstract)

Sundeep Singh Bhasin , Indian Institute of Technology-Bombay
Subhasis Chaudhuri , Indian Institute of Technology-Bombay
pp. 488

Affine Calibration from Moving Objects (Abstract)

Russell A. Manning , University of Wisconsin
Charles R. Dyer , University of Wisconsin
pp. 494

Segmentation of the Left Ventricle in Cardiac MR Images (Abstract)

Marie-Pierre Jolly , Siemens Corporate Research
Nicolae Duta , Siemens Corporate Research
Gareth Funka-Lea , Siemens Corporate Research
pp. 501

Region Extraction from Multiple Images (Abstract)

Hiroshi Ishikawa , New York University
pp. 509

Image Segmentation with Minimum Mean Cut (Abstract)

Song Wang , University of Illinois at Urbana-Champaign
Jeffrey Mark Siskind , NEC Research Institute, Inc.
pp. 517

Indexing based on scale invariant interest points (Abstract)

Krystian Mikolajczyk , INRIA Rh?ne-Alpes GRAVIR-CNRS
Cordelia Schmid , INRIA Rh?ne-Alpes GRAVIR-CNRS
pp. 525

A Global Matching Framework for Stereo Computation (Abstract)

Hai Tao , Sarnoff Corporation
Harpreet S. Sawhney , Sarnoff Corporation
Rakesh Kumar , Sarnoff Corporation
pp. 532

Cheirality in Epipolar Geometry (Abstract)

Tom? Werner , Czech Technical University
Tom? Pajdla , Czech Technical University
pp. 548

Modelling Faces Dynamically Across Views and Over Time (Abstract)

Yongmin Li , University of London
Shaogang Gong , University of London
Heather Liddell , University of London
pp. 554

Geometrical Fundamentals of Polycentric Panoramas (Abstract)

Fay Huang , The University of Auckland
Shou Kang Wei , The University of Auckland
Reinhard Klette , The University of Auckland
pp. 560

Automated 3D PDM Construction Using Deformable Models (Abstract)

M. R. Kaus , Philips Research Laboratories
V. Pekar , Philips Research Laboratories; Medical University of L?
C. Lorenz , Philips Research Laboratories
R. Truyen , Philips Medical Systems
S. Lobregt , Philips Medical Systems
J. Richolt , Orthopedic University Hospital Friedrichsheim, Frankfurt, Germany
J. Weese , Philips Research Laboratories
pp. 566

Incorporating Differential Constraints in a 3D Reconstruction Process Application to Stereo (Abstract)

Richard Lengagne , Swiss Federal Institute of Technology (EPFL)
Pascal Fua , Swiss Federal Institute of Technology (EPFL)
pp. 573

Unambiguous determination of shape from photometric stereo with unknown light sources (Abstract)

Ondrej Drbohlav , Czech Technical University in Prague
Radim S?ra , Czech Technical University in Prague
pp. 581

Accurate Optical Flow in Noisy Image Sequences (Abstract)

Hagen Spies , University of Heidelberg
Hanno Scharr , University of Heidelberg
pp. 587

Projective Structure and Motion from Two Views of a Piecewise Planar Scene (Abstract)

Adrien Bartoli , INRIA Rh?ne-Alpes
Peter Sturm , INRIA Rh?ne-Alpes
Radu Horaud , INRIA Rh?ne-Alpes
pp. 593

Color Eigenflows : Statistical Modeling of Joint Color Changes (Abstract)

Erik G. Miller , Massachusetts Institute of Technology
Kinh Tieu , Massachusetts Institute of Technology
pp. 607

Robust Histogram Construction from Color Invariants (Abstract)

Theo Gevers , University of Amsterdam
pp. 615

Learning Low Dimensional Invariant Signature of 3-D Object under Varying View and Illumination from 2-D Appearances (Abstract)

Stan Z. Li , Microsoft Research China
Jie Yan , Microsoft Research China
XinWen Hou , Microsoft Research China
ZeYu Li , Microsoft Research China
Hongjiang Zhang , Microsoft Research China
pp. 635

Sparse PCA Extracting Multi-scale Structure from Data (Abstract)

Chakra Chennubhotla , University of Toronto
Allan Jepson , University of Toronto
pp. 641

Probabilistic Learning and Modelling of Object Dynamics for Tracking (Abstract)

Terence Tay , National University of Singapore
Kah Kay Sung , National University of Singapore
pp. 648

A Maximum Likelihood Framework for Iterative Eigendecomposition (Abstract)

A. Robles-Kelly , The University of York
E. R. Hancock , The University of York
pp. 654

Learning local evidence for shading and reflectance (Abstract)

Matt Bell , Mitsubishi Electric Research Labs (MERL)
William T. Freeman , Mitsubishi Electric Research Labs (MERL)
pp. 670

Occlusion robust adaptive template tracking (Abstract)

Hieu T. Nguyen , University of Amsterdam
Marcel Worring , University of Amsterdam
Rein van den Boomgaard , University of Amsterdam
pp. 678

Real-Time Feature Tracking and Outlier Rejection with Changes in Illumination (Abstract)

Hailin Jin , Washington University
Paolo Favaro , Washington University
Stefano Soatto , University of California, Los Angeles
pp. 684

Human Tracking with Mixtures of Trees (Abstract)

Sergey Ioffe , UC Berkeley
David Forsyth , UC Berkeley
pp. 690

Video Phase-Locked Loops in Gait Recognition (Abstract)

Jeffrey E. Boyd , University of Calgary
pp. 696

Car Detection in Low Resolution Aerial Image (Abstract)

Tao Zhao , University of Southern California
Ram Nevatia , University of Southern California
pp. 710

Towards Real-Time Multi-Modality 3-D Medical Image Registration (Abstract)

Thomas Netsch , Philips Research Laboratories, Hamburg, Germany
Peter R?sch , Philips Research Laboratories, Hamburg, Germany
Arianne van Muiswinkel , Philips Medical Systems
J? Weese , Philips Research Laboratories, Hamburg, Germany
pp. 718

Incorporating Process Knowledge into Object Recognition for Assemblies (Abstract)

Elke Braun , Universit?t Bielefeld
Jannik Fritsch , Universit?t Bielefeld
Gerhard Sagerer , Universit?t Bielefeld
pp. 726

A Background Model Initialization Algorithm for Video Surveillance (Abstract)

D. Gutchess , Michigan State University
M. Trajkovic , Philips Research
E. Cohen-Solal , Philips Research
D. Lyons , Philips Research
A. K. Jain , Michigan State University
pp. 733

Sequential Monte Carlo Fusion of Sound and Vision for Speaker Tracking (Abstract)

J. Vermaak , Microsoft Research Cambridge
M. Gangnet , Microsoft Research Cambridge
A. Blake , Microsoft Research Cambridge
P. P?rez , Microsoft Research Cambridge
pp. 741
Session 8: Object Recognition

Constrained Active Appearance Models (Abstract)

T. F. Cootes , University of Manchester
C. J. Taylor , University of Manchester
pp. 748

Statistical Context Priming for Object Detection (Abstract)

Antonio Torralba , Massachusetts Institute of Technology
Pawan Sinha , Massachusetts Institute of Technology
pp. 763
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