Computer Vision and Pattern Recognition
CVPR’00
Workshop:
Mathematical Methods in Biomedical Image Analysis
Monday, June 12, 2000
Tutorial: Vision
by Inference and Learning in Graphical Models
Workshop:
Mathematical Methods in Biomedical Image Analysis
Workshop:
Omnidirectional Vision
Workshop:
Content-Based Access of Image and Video Library 2000
Tuesday, June 13, 2000
08h00 Registration
08h00-08h15 Welcome
08h15-09h15 Plenary lecture, Y. LeCun,
"Gradient-Based Learning for Detection, Segmentation, and
Recognition,"AT&T Labs-Research, Red Bank, NJ.
09h15-17h15 Demonstrations
Real-time 3D Motion and Structure of Point-features:
A Front-end for Vision-based Control and Interaction, Hailin Jin, Paolo Favaro
and Stefano Soatto, (Washington University, St.Louis)
Model Independent/Dependent Multi-View Pose
Estimation, Yanlin Guo, Steve Hsu, Supun Samarasekera, Harpreet Sawhney, Rakesh
Kumar (Sarnoff Corporation)
Robust 3D object extraction from image sequences,
Arthur Zwern, Franco Callari (Geometrix, Inc.), Gerard Medioni (University of
Southern California)
Creating geometrically and photometrically correct
3D models of buildings in urban environments, Ioannis Stamos, Peter K. Allen
Censys3D, people tracking and counting application
using the Digiclops stereo vision system
Malcolm Steenburgh, Vladimir Tucakov, Don Murray
(Point Grey Research & Univ. of British Columbia)
Sensor-Networked Mobile Robotics, Thomas
Christensen, Mads Noergaard, Claus Madsen (Aalborg University, Denmark), Adam
Hoover (Clemson University)
Human Head Tracking by Real-time Stereo Vision,
Shigeru Kimura (TRDI of JDT, Tokyo, Japan), Eiji Kawamura, Hideki Tanuma
(CyVerse Corp. Kawasaki, Japan)
ROR: Rejection of Outliers by Rotations in Stereo Matching,
A. Adam, E. Rivlin, I. Shimshoni
Alpha Estimation in Natural Images, M. Ruzon, C. Tomasi
Assignment Problem in Edge Detection Performance
Evaluation, G. Liu, R. Haralick
Segmentation with Invisible Keying Signal, M. Ben-Ezra
Blind Recovery of Transparent and Semireflected Scenes, Y.
Schechner, N. Kiryati, J. Shamir
A Boundary Extraction Method based on Dual-T-Snakes and Dynamic
Programming,
G. Giraldi, E. Strauss, A. Oliveira
Measurement of Color Invariants, J. Geusebroek, A.
Smeulders
Are Multifractal Multipermuted Multinomial Measures Good
Enough for Unsupervised Image Segmentation?
L. Kam, J. Blanc-Talon
A Region Extraction Method using Multiple Active Contour
Models, T. Abe, Y. Matsuzawa
Fast Multiscale Image Segmentation, E. Sharon, A. Brandt,
R. Basri
Learning Patterns from Images by Combining Soft Decisions
and Hard Decisions
P. Hong, R. Wang, T. Huang
On Measuring Low-Level Saliency in Photographic Images, J.
Luo, A. Singhal
Physical Panoramic Pyramid and Noise Sensitivity in
Pyramids, W. Yin, T. Boult
Mixture Models and the Segmentation of Multimodal Textures,
R. Manduchi
An Appearance Representation for Multiple Reflection
Components, S. Lin, S. Lee
Segmenting Visual Actions based on Spatio-Temporal Motion
Patterns, Y. Rui, P. Anandan
A Curve Evolution Approach to Smoothing and Segmentation
Using the Mumford-Shah Functional,
A. Tsai, A. Yezzi, Jr., A. Willsky
Statistical Cues for Domain Specific Image Segmentation
with Performance Analysis, S. Konishi, A. Yuille
Color Tracking by Transductive Learning, Y. Wu, T. Huang
Provably Fast Algorithms for Contour Tracking, D. Freedman,
M. Brandstein
Multifeature Object Tracking using a Model-Free Approach,
H. Nguyen, M. Worring
Scene Constraints-Aided Tracking of Human Body, M.
Yamamoto, K. Yagishita
Tracking of Elongated Structures using Statistical Snakes,
R. Toledo, X. Orriols, X. Binefa, P. Radeva, J. Vitriŕ, J. Villanueva
Detecting and Tracking Eyes by using their Physiological
Properties, Dynamics, and Appearance, A. Haro, M. Flickner, I. Essa
Stereoscopic Shading: Integrating Multi-Frame Shape Cues in
a Variational Framework, H. Jin, A. Yezzi, S. Soatto
Stereo without Depth Search and Metric Calibration, H.
Hattori, A. Maki
Filling in Scenes by Propagating Probabilities through
Layers and into Appearance Models, B. Frey
Recovering Projection Geometry: How a Cheap Camera Can
Outperform an Expensive Stereo System, M. Mitschke, N. Navab
Catadioptric Self-Calibration, S. Kang
Cameras for Stereo Panoramic Imaging S. Peleg, Y. Pritch,
M. Ben-Ezra
A Probabilistic Architecture for Content-based Image
Retrieval, N. Vasconcelos, A. Lippman
Discriminant-EM Algorithm with Application to Image
Retrieval, Y. Wu, Q. Tian, T. Huang
Boosting Image Retrieval, K. Tieu, P. Viola
Optimizing Learning in Image Retrieval, Y. Rui, T. Huang
Layer Extraction from Multiple Images Containing
Reflections and Transparency, R. Szeliski, S. Avidan, P. Anandan
In Search of Illumination Invariants, H. Chen, P.
Belhumeur, D. Jacobs
A Bayesian Framework for Radar Shape-from-Shading, A. Bors,
E. Hancock, R. Wilson
Illuminant Direction Determination for Multiple Light
Sources, Y. Zhang, Y. Yang
14h00-16h05 Paper Sessions 3 and 4 in parallel
Face Recognition by Distribution Specific Feature
Extraction, K. Nagao
Illumination-Insensitive Face Recognition using Symmetric
Shape-from-Shading, W. Zhao, R. Chellappa
Recognizing Upper Face Action Units for Facial Expression
Analysis, Y. Tian, T. Kanade, J. Cohn
An Image-based Bayesian Framework for Face Detection, L.
Meng, T. Nguyen, D. Castańon
A Combined Feature-Texture Similarity Measure for Face
Alignment under Varying Pose, L. Fan, K. Sung
Statistical Shape Influence in Geodesic Active Contours, M.
Leventon, E. Grimson, O. Faugeras
Statistics of Range Images, J. Huang, A. Lee, D. Mumford
Image-Consistent Surface Triangulation, D. Morris, T.
Kanade
Image Segmentation by Nested Cuts, O. Veksler
Exact Voxel Occupancy with Graph Cuts, D. Snow, P. Viola,
R. Zabih
Parameterization of Closed Surfaces for Parametric Surface
Description, M. Quicken, C. Brechbühler, J. Hug, H. Blattman, G. Székely
Tomographic Reconstruction using Curve Evolution, H. Feng,
D. Castańon, W. Karl
Perceptual Grouping and Segmentation by Stochastic
Clustering, Y. Gdalyahu, N. Shental, D. Weinshall
Bayesian Super-Resolved Surface Reconstruction from Images,
V. Smelyanskiy, P. Cheeseman, D. Maluf, R. Morris
Line Net Global Vectorization: An Algorithm and its
Performance Evaluation, J. Song, F. Su, J. Chen, C. Tai, S. Cai
Smooth Region Structure: Folds, Domes, Bowls, Ridges,
Valleys, and Slopes, D. Sinclair
Detecting Changes in 3-D Shape using Self-Consistency, Y.
Leclerc, Q. Luong, P. Fua, K. Miyajima
A Neural Optimization Framework for Zoom Lens Camera
Calibration, M. Ahmed, A. Farag
Histogram Preserving Image Transformations, E.
Hadjidemetriou, M. Grossberg, S. Nayar
Robust and Efficient Skeletal Graphs, P. Dimitrov, C.
Phillips, K. Siddiqi
Shape Descriptors for Non-Rigid Shapes with a Single Closed
Contour, L. Latecki, R. Lakämper, U. Eckhardt
A Geometric Approach to Train Support Vector Machines, M.
Yang, N. Ahuja
Improving Correlation-based DEMs by Image Warping and
Facade Correlation, C. Vestri, F. Devernay
Codimension ľ Two Geodesic Active Contours for the Segmentation of Tubular
Structures, L. Lorigo, O. Faugeras, W. Grimson, R. Keriven, R. Kikinis, A.
Nabavi, C. Westin
Robust Snake Model, H. Luo, Q. Lu, R. Acharya, R. Gaborski
A New Regularized Approach for Contour Morphing, G. Cong,
B. Parvin
Learning from One Example through Shared Densities on
Transforms, E. Miller, N. Matsakis, P. Viola
High Dynamic Range Imaging: Spatially Varying Pixel
Exposures, S. Nayar, T. Mitsunaga
Variable Albedo Surface Reconstruction from Stereo and
Shape from Shading, D. Samaras, D. Metaxas, P. Fua, Y. Leclerc
Pose Estimation, Model Refinement, and Enhanced
Visualization using Video, S. Hsu, S. Samarasekera, R. Kumar, H. Sawhney
Maintaining Valid Topology with Active Contours: Theory and
Application, A. Perera, C. Tsai, R. Flatland, C. Stewart
Error Analysis of Background Adaption, X. Gao, T. Boult, F.
Coetzee, V. Ramesh
Template Deformation Constrained by Shape Priors, M.
Skouson, Z. Liang
Adaptive Metric Nearest Neighbor Classification, C.
Domeniconi, J. Peng, D. Gunopulos
Likelihood Functions and Confidence Bounds for
Total-Least-Squares Problems, O. Nestares, D. Fleet, D. Heeger
3-D Model Construction using Range and Image Data, I.
Stamos, P. Allen
A Computational Model for Repeated Pattern Perception using
Frieze and Wallpaper Groups, Y. Liu, R. Collins
Catadioptric Sensors that Approximate Wide-Angle
Perspective Projections, R. Hicks, R. Bajcsy
Ill-Posed Problems in Surface and Surface Shape Recovery,
G. Kamberov, G. Kamberova
Order Parameters for Minimax Entropy Distributions: When
does High Level Knowledge Help?, A. Yuille, J. Coughlan, S. Zhu, Y. Wu
A Formal Classification of 3D Medial Axis Points and their
Local Geometry, P. Giblin, B. Kimia
Fixed Topology Skeletons, P. Golland, W. Grimson
On the Synthesis of Dynamic Scenes from Reference Views, Y.
Wexler, A. Shashua
Image-based Re-Rendering of Faces for Continuous Pose and
Illumination Directions, A. Stoschek
On the Number of Samples Needed in Light Field Rendering
with Constant-Depth Assumption, Z. Lin, H. Shum
Chromatic Framework for Vision in Bad Weather, S.
Narasimhan, S. Nayar
Color Channels Decorrelation by ICA Transformation in the
Wavelet Domain for, Color Texture Analysis and Synthesis, Y. Liang, E.
Simoncelli, Z. Lei
Matching Images with Different Resolutions, Y. Dufournaud,
C. Schmid, R. Horaud
18h45-20h45 Reception
08h00 – Registration
08h00-09h00 Plenary Lecture: P. Cavanagh, “What
Unnatural Art Reveals About the Natural Brain,” Harvard University
09h00-17h15 Demonstrations
Intelligent
Selection Tools, Eric N. Mortensen, L. Jack Reese, William A. Barrett (Brigham
Young University)
Segmentation
with Invisible Keying, Moshe Ben-Ezra (The Hebrew University of Jerusalem)
Omnidirectional
Imaging Technology Demonstration, Rick
Rollins (RemoteReality)
Multi-modality
Model-Based Registration in the Cardiac Domain, Thomas O'Donnell, Shmuel
Aharon, Alok Gupta, Gareth Funka-Lea (Siemens Corporate Research)
Invariant
Web Defect Detection and Classification System, Dominik Rohrmus (Siemens
Corporate Research)
Intel's
Computer Vision Library: Applications in calibration, stereo, segmentation,
tracking, gesture and object recognition, Gary R. Bradski, Jean-Yves Bouguet,
Radek Grzeszczuk, Ara Nefian, Mark Holler (Intel Corporation, Microcomputer
Research Lab)
Cognex
In-Sight(tm) 2000, David Michael (Cognex Corp)
A Parametric Template Method and its Application to Robust Matching,
K. Tanaka, M. Sano, S. Ohara, M. Okudaira
Categorical Representation and Recognition of Oscillatory
Motion Patterns, J. Davis, A. Bobick, W. Richards
Fast Face Detection using Subspace Discriminant Wavelet
Features, Y. Zhu, S. Schwartz, M. Orchard
Histogram-based Object Recognition using
Shape-from-Shading, P. Worthington, E. Hancock
Point Pattern Matching with Robust Spectral Correspondence,
M. Carcassoni, E. Hancock
Perspective Pose from Spectral Voting, E. Ribeiro, E.
Hancock
Geodesic Distance Evolution of Surfaces: A New Method for
Matching Surfaces, H. Yahia, E. Huot, I. Herlin, I. Cohen
Estimating Anthropometry and Pose from a Single Image, C.
Barron, I. Kakadiaris
Reconstruction of Articulated Objects from Point
Correspondences in a Single Uncalibrated Image, C. Taylor
Robust Visual Recognition of Color Images, R. Dahyot, P.
Charbonnier, F. Heitz
Object Recognition for an Intelligent Room, R. Campbell, J.
Krumm
A General Scheme for Training and Optimization of the
Grenander Deformable Template Model, R. Fisker, N. Schultz, N. Duta, J.
Carstensen
Algorithms for Plane-based Pose Estimation, P. Sturm
Recognition of Partially Occluded and/or Imprecisely
Localized Faces using a Probabilistic Approach, A. Martínez
On the Space Requirements of Indexing 3D Models from 2D
Perspective Images, V. Caglioti
Learning to Recognize Objects, D. Roth, M. Yang, N. Ahuja
Distortion-Invariant Recognition via Jittered Queries, D.
DeCoste, M. Burl
Integrating Bottom-Up/Top-Down for Object Recognition by
Data Driven Markov Chain Monte Carlo, S. Zhu, R. Zhang, Z. Tu
A Statistical Method for 3D Object Detection Applied to
Faces and Cars, H. Schneiderman, T. Kanade
Representation and Recognition of Complex Human Motion, J.
Hoey, J. Little
A Novel Algorithm for Rotated Human Face Detection, X. Lv,
J. Zhou, C. Zhang
Solving the Rotation-Estimation Problem by using the
Perspective Three-Point Algorithm, T. Moriya, H. Takeda
Reliable Feature Matching across Widely Separated Views, .
Baumberg
Nearest Neighbor Search using Additive Binary Tree, S. Cha,
S. Srihari
Impact of Dynamic Model Learning on Classification of Human
Motion, V. Pavlović, J. Rehg
Corner Guided Curve Matching and its Application to Scene
Reconstruction, Y. Shan, Z. Zhang
Detecting People in Cluttered Indoor Scenes, M. Lee
Towards Detection of Human Motion, Y. Song, X. Feng, P.
Perona
Representation and Optimal Recognition of Human Activities,
S. Hongeng, F. Brémond, R. Nevatia
Stereo based Gesture Recognition Invariant to 3D Pose and
Lighting, R. Grzeszczuk, G. Bradski, M. Chu, J. Bouguet
Fusion of Color, Shading and Boundary Information for
Factory Pipe Segmentation, B. Thirion, B. Bascle, V. Ramesh, N. Navab
Local Appearance for Robust Object Recognition, D.
Jugessur, G. Dudek
10h10-12h15 Paper Sessions 7 and 8 in parallel
Paper Session
7: Statistical Methods and Learning
Learning in Gibbsian Fields: How Accurate and How Fast Can
It Be?, S. Zhu, X. Liu
A Geometric Approach to Blind Deconvolution with
Application to Shape from Defocus
S. Soatto, P. Favaro
A General Method for Errors-in-Variables Problems in
Computer Vision, B. Matei, P. Meer
Transformed Hidden Markov Models: Estimating Mixture Models
of Images and Inferring Spatial Transformations in Video Sequences, N. Jojic,
N. Petrovic, B. Frey, T. Huang
Multimodal Speaker Detection using Error Feedback Dynamic
Bayesian Networks, V. Pavlović, A. Garg, J. Rehg, T. Huang
A New Algorithm for Non-Rigid Point Matching, H. Chui, A.
Rangarajan
Maximum-Likelihood Template Matching, C. Olson
Improving Visual Matching, M. Lew, N. Sebe, T. Huang
Efficient Matching of Pictorial Structures, P.
Felzenszwalb, D. Huttenlocher
11:55-12h30 Panel Session: Will Success in Computer
Vision Lead to Big Brother?
12h30-14h00 Lunch
14h00-16h05 Paper Sessions 9
and 10 in parallel
Handwritten Digit Recognition with a Novel Vision Model
that Extracts Linearly Separable Features, L. Teow, K. Loe
Active Character Recognition using “A*-like” Algorithm, J.
Park, V. Govindaraju
View-Independent Recognition of Hand Postures, Y. Wu, T.
Huang
Computing 3D Object Parts from Similarities among Object
Views, F. Cutzu
Towards Automatic Discovery of Object Categories, M. Weber,
M. Welling, P. Perona
Simultaneous Tracking and Verification via Sequential
Posterior Estimation, B. Li, R. Chellappa
Tracking Segmented Objects using Tensor Voting, P.
Kornprobst, G. Medioni
Articulated Body Motion Capture by Annealed Particle
Filtering, J. Duetscher, A. Blake, I. Reid
Dynamic Layer Representation with Applications to Tracking,
H. Tao, H. Sawhney, R. Kumar
Real-Time Tracking of Non-Rigid Objects using Mean Shift,
D. Comaniciu, V. Ramesh, P. Meer
Estimation and Prediction of Evolving Color Distributions
for Skin Segmentation under Varying Illumination, L. Sigal, S. Sclaroff, V.
Athitsos
Scene Modeling for Wide Area Surveillance and Image
Synthesis, A. Mittal, D. Huttenlocher
Detecting and Tracking Human Face and Eye using
Space-Varying Sensor and an Active Vision Head, M. Yeasin, Y. Kuniyoshi
Video Summarization using Singular Value Decomposition, Y.
Gong, X. Liu
An Effective Approach to Detect Lesions in Color Retinal Images,
H. Wang, W. Hsu, K. Goh, M. Lee
Augmented Reality System for Surgical Navigation using
Robust Target Vision, A. Kosaka, A. Saito, Y. Furuhashi, T. Shibasaki
Visual Tunnel Analysis for Visibility Prediction and Camera
Planning, S. Kang, S. Seitz, P. Sloan
Multisensor Integration for Building Modeling, A. Huertas,
Z. Kim, R. Nevatia
Zebra-Crossing Detection for the Partially Sighted, S. Se
Edge-Constrained Joint View Triangulation for Image
Interpolation, M. Lhuillier, L. Quan
A Semi-Automatic Method for Resolving Occlusion in
Augmented Reality, V. Leptit, M. Berger
Flying a Toy Plane, D. Tanguay
Integrating Color, Texture, and Geometry for Image
Retrieval, N. Howe, D. Huttenlocher
Gesture, Speech, and Gaze Cues for Discourse Segmentation,
F. Quek, D. McNeill, R. Bryll, C. Kirbas, H. Arslan, K. McCullough, N.
Furuyama, R. Ansari
Efficient Query Modification for Image Retrieval, G.
Aggarwal, S. Ghosal, P. Dubey
Calibration of Light Sources, M. Powell, S. Sarkar, D.
Goldgof
An Energy-based Framework for Dense 3D Registration of
Volumetric Brain Images, P. Hellier, C. Barillot, É. Mémin, P. Pérez
Feature based Visualization of Geophysical Data, Q. Yang,
B. Parvin
Automatic Recovery of Relative Camera Rotations for Urban
Scenes, M. Antone, S. Teller
Using Lexical Similarity in Handwritten Word Recognition,
J. Park, V. Govindaraju
Arbitrary View Position and Direction Rendering for
Large-Scale Scenes, T. Takahashi, H. Kawasaki, K. Ikeuchi, M. Sakauchi
Detection of Obstacles in the Flight Path of an Aircraft,
T. Gandhi, M. Yang, R. Kasturi, O. Camps, L. Coraor, J. McCandless
Indexing for Topics in Videos using Foils, T. Syeda-Mahmood
Detecting Dynamic Behavior in Compressed Fingerprint
Videos: Distortion, C. Dorai, N. Ratha, R. Bolle
Visual Servoing for Automatic and Uncalibrated Needle
Placement for Percutaneous Procedures, N. Navab, B. Bascle, M. Loser, B.
Geiger, R. Taylor
Statistical Modeling and Performance Characterization of a
Real-Time Dual Camera Surveillance System, M. Greiffenhagen, V. Ramesh, D.
Comaniciu, H. Niemann
An On-Line Handwriting Recognition System using Fisher
Segmental Matching and
Hypotheses Propagation Network, J. Oh, D. Geiger
Probabilistic vs. Geometric Similarity Measures for Image
Retrieval, S. Aksoy, R. Haralick
Retinal Thickness Measurements in Optical Coherence
Tomography using a Markov Boundary Model, D. Koozekanani, K. Boyer, C. Roberts
Limits on Super-Resolution and How to Break Them, S. Baker,
T. Kanade
Rectified Catadioptric Stereo Sensors, J. Gluckman, S.
Nayar
360 ´ 360 Mosaics, S.
Nayar, A. Karmarkar
Inconsistencies in Edge Detector Evaluation, L. Forbes, B.
Draper
Towards Reliable Fusion of Segmented Surface Descriptions,
D. Fischer, P. Kohlhepp
Surface Landmark Selection and Matching in Natural Terrain,
A. Johnson
19h00-21h00:
Banquet