The four volume set LNCS 2350/2351/2352/2353 constitutes the refereed proceedings of the 7th European Conference on Computer Vision, ECCV 2002, held in Copenhagen, Denmark, in May 2002. The 226 revised full papers presented were carefully reviewed and selected from a total of around 600 submissions. The four books offer topical sections on active and real-time vision, image features, visual motion, surface geometry, grouping and segmentation, stereoscopic vision, structure from motion, shape, object recognition, color and shading, vision systems, statistical learning, robot vision, and calibration.
Author(s): Arthur E. C. Pece, Anthony D. Worrall (auth.), Anders Heyden, Gunnar Sparr, Mads Nielsen, Peter Johansen (eds.)
Series: Lecture Notes in Computer Science 2350
Edition: 1st
Publisher: Springer Berlin Heidelberg
Year: 2002
Language: English
Pages: 836
Tags: Image Processing and Computer Vision; Computer Graphics; Pattern Recognition; Artificial Intelligence (incl. Robotics)
Tracking with the EM Contour Algorithm....Pages 3-17
M2Tracker: A Multi-View Approach to Segmenting and Tracking People in a Cluttered Scene Using Region-Based Stereo....Pages 18-33
Analytical Image Models and Their Applications....Pages 37-51
Time-Recursive Velocity-Adapted Spatio-Temporal Scale-Space Filters....Pages 52-67
Combining Appearance and Topology for Wide Baseline Matching....Pages 68-81
Guided Sampling and Consensus for Motion Estimation....Pages 82-96
Fast Anisotropic Gauss Filtering....Pages 99-112
Adaptive Rest Condition Potentials: Second Order Edge-Preserving Regularization....Pages 113-127
An Affine Invariant Interest Point Detector....Pages 128-142
Understanding and Modeling the Evolution of Critical Points under Gaussian Blurring....Pages 143-157
Image Processing Done Right....Pages 158-172
Multimodal Data Representations with Parameterized Local Structures....Pages 173-189
The Relevance of Non-generic Events in Scale Space Models....Pages 190-204
The Localized Consistency Principle for Image Matching under Non-uniform Illumination Variation and Affine Distortion....Pages 205-219
Resolution Selection Using Generalized Entropies of Multiresolution Histograms....Pages 220-235
Robust Computer Vision through Kernel Density Estimation....Pages 236-250
Constrained Flows of Matrix-Valued Functions: Application to Diffusion Tensor Regularization....Pages 251-265
A Hierarchical Framework for Spectral Correspondence....Pages 266-281
Phase-Based Local Features....Pages 282-296
What Is the Role of Independence for Visual Recognition?....Pages 297-311
A Probabilistic Multi-scale Model for Contour Completion Based on Image Statistics....Pages 312-327
Toward a Full Probability Model of Edges in Natural Images....Pages 328-342
Fast Difference Schemes for Edge Enhancing Beltrami Flow....Pages 343-357
A Fast Radial Symmetry Transform for Detecting Points of Interest....Pages 358-368
Image Features Based on a New Approach to 2D Rotation Invariant Quadrature Filters....Pages 369-383
Representing Edge Models via Local Principal Component Analysis....Pages 384-398
Regularized Shock Filters and Complex Diffusion....Pages 399-413
Multi-view Matching for Unordered Image Sets, or “How Do I Organize My Holiday Snaps?”....Pages 414-431
Parameter Estimates for a Pencil of Lines: Bounds and Estimators....Pages 432-446
Multilinear Analysis of Image Ensembles: TensorFaces....Pages 447-460
‘Dynamism of a Dog on a Leash’ or Behavior Classification by Eigen-Decomposition of Periodic Motions....Pages 461-475
Automatic Detection and Tracking of Human Motion with a View-Based Representation....Pages 476-491
Using Robust Estimation Algorithms for Tracking Explicit Curves....Pages 492-507
On the Motion and Appearance of Specularities in Image Sequences....Pages 508-523
Multiple Hypothesis Tracking for Automatic Optical Motion Capture....Pages 524-536
Single Axis Geometry by Fitting Conics....Pages 537-550
Computing the Physical Parameters of Rigid-Body Motion from Video....Pages 551-565
Building Roadmaps of Local Minima of Visual Models....Pages 566-582
A Generative Method for Textured Motion: Analysis and Synthesis....Pages 583-598
Is Super-Resolution with Optical Flow Feasible?....Pages 599-613
New View Generation with a Bi-centric Camera....Pages 614-628
Recognizing and Tracking Human Action....Pages 629-644
Towards Improved Observation Models for Visual Tracking: Selective Adaptation....Pages 645-660
Color-Based Probabilistic Tracking....Pages 661-675
Dense Motion Analysis in Fluid Imagery....Pages 676-691
A Layered Motion Representation with Occlusion and Compact Spatial Support....Pages 692-706
Incremental Singular Value Decomposition of Uncertain Data with Missing Values....Pages 707-720
Symmetrical Dense Optical Flow Estimation with Occlusions Detection....Pages 721-735
Audio-Video Sensor Fusion with Probabilistic Graphical Models....Pages 736-750
Increasing Space-Time Resolution in Video....Pages 753-768
Hyperdynamics Importance Sampling....Pages 769-783
Implicit Probabilistic Models of Human Motion for Synthesis and Tracking....Pages 784-800
Space-Time Tracking....Pages 801-812
