Computer Vision - ECCV 2002 Pt. I : 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002: Proceedings

by Heyden, A.; Sparr, G.; Nielsen, M.; Johansen, P.

• ISBN13: 9783540437482
• ISBN10: 3540437487
• Edition: 1st
• Format: Paperback
• Copyright: 2002-06-01
• Publisher: Springer Verlag

Summary

The four-volume set comprising LNCS volumes 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.

Table of Contents

Active and Real-Time Vision
Tracking with the EM Contour Algorithm	p. 3
M2Tracker: A Multi-view Approach to Segmenting and Tracking People in a Cluttered Scene Using Region-Based Stereo	p. 18
Image Features
Analytical Image Models and Their Applications	p. 37
Time-Recursive Velocity-Adapted Spatio-Temporal Scale-Space Filters	p. 52
Combining Appearance and Topology for Wide Baseline Matching	p. 68
Guided Sampling and Consensus for Motion Estimation	p. 82
Image Features / Visual Motion
Fast Anisotropic Gauss Filtering	p. 99
Adaptive Rest Condition Potentials: Second Order Edge-Preserving Regularization	p. 113
An Affine Invariant Interest Point Detector	p. 128
Understanding and Modeling the Evolution of Critical Points under Gaussian Blurring	p. 143
Image Processing Done Right	p. 158
Multimodal Data Representations with Parameterized Local Structures	p. 173
The Relevance of Non-generic Events in Scale Space Models	p. 190
The Localized Consistency Principle for Image Matching under Non-uniform Illumination Variation and Affine Distortion	p. 205
Resolution Selection Using Generalized Entropies of Multiresolution Histograms	p. 220
Robust Computer Vision through Kernel Density Estimation	p. 236
Constrained Flows of Matrix-Valued Functions: Application to Diffusion Tensor Regularization	p. 251
A Hierarchical Framework for Spectral Correspondence	p. 266
Phase-Based Local Features	p. 282
What Is the Role of Independence for Visual Recognition?	p. 297
A Probabilistic Multi-scale Model for Contour Completion Based on Image Statistics	p. 312
Toward a Full Probability Model of Edges in Natural Images	p. 328
Fast Difference Schemes for Edge Enhancing Beltrami Flow	p. 343
A Fast Radial Symmetry Transform for Detecting Points of Interest	p. 358
Image Features Based on a New Approach to 2D Rotation Invariant Quadrature Filters	p. 369
Representing Edge Models via Local Principal Component Analysis	p. 384
Regularized Shock Filters and Complex Diffusion	p. 399
Multi-view Matching for Unordered Image Sets, or "How Do I Organize My Holiday Snaps?"	p. 414
Parameter Estimates for a Pencil of Lines: Bounds and Estimators	p. 432
Multilinear Analysis of Image Ensembles: TensorFaces	p. 447
`Dynamism of a Dog on a Leash' or Behavior Classification by Eigen-Decomposition of Periodic Motions	p. 461
Automatic Detection and Tracking of Human Motion with a View-Based Representation	p. 476
Using Robust Estimation Algorithms for Tracking Explicit Curves	p. 492
On the Motion and Appearance of Specularities in Image Sequences	p. 508
Multiple Hypothesis Tracking for Automatic Optical Motion Capture	p. 524
Single Axis Geometry by Fitting Conics	p. 537
Computing the Physical Parameters of Rigid-Body Motion from Video	p. 551
Building Roadmaps of Local Minima of Visual Models	p. 566
A Generative Method for Textured Motion: Analysis and Synthesis	p. 583
Is Super-Resolution with Optical Flow Feasible?	p. 599
New View Generation with a Bi-centric Camera	p. 614
Recognizing and Tracking Human Action	p. 629
Towards Improved Observation Models for Visual Tracking: Selective Adaptation	p. 645
Color-Based Probabilistic Tracking	p. 661
Dense Motion Analysis in Fluid Imagery	p. 676
A Layered Motion Representation with Occlusion and Compact Spatial Support	p. 692
Incremental Singular Value Decomposition of Uncertain Data with Missing Values	p. 707
Symmetrical Dense Optical Flow Estimation with Occlusions Detection	p. 721
Audio-Video Sensor Fusion with Probabilistic Graphical Models	p. 736
Visual Motion
Increasing Space-Time Resolution in Video	p. 753
Hyperdynamics Importance Sampling	p. 769
Implicit Probabilistic Models of Human Motion for Synthesis and Tracking	p. 784
Space-Time Tracking	p. 801
Author Index	p. 813
Surface Geometry
A Variational Approach to Recovering a Manifold from Sample Points	p. 3
A Variational Approach to Shape from Defocus	p. 18
Shadow Graphs and Surface Reconstruction	p. 31
Specularities Reduce Ambiguity of Uncalibrated Photometric Stereo	p. 46
Grouping and Segmentation
Pairwise Clustering with Matrix Factorisation and the EM Algorithm	p. 63
Shape Priors for Level Set Representations	p. 78
Nonlinear Shape Statistics in Mumford-Shah Based Segmentation	p. 93
Class-Specific, Top-Down Segmentation	p. 109
Structure from Motion / Stereoscopic Vision / Surface Geometry / Shape
Quasi-Dense Reconstruction from Image Sequence	p. 125
Properties of the Catadioptric Fundamental Matrix	p. 140
Building Architectural Models from Many Views Using Map Constraints	p. 155
Motion - Stereo Integration for Depth Estimation	p. 170
Lens Distortion Recovery for Accurate Sequential Structure and Motion Recovery	p. 186
Generalized Rank Conditions in Multiple View Geometry with Applications to Dynamical Scenes	p. 201
Dense Structure-from-Motion: An Approach Based on Segment Matching	p. 217
Maximizing Rigidity: Optimal Matching under Scaled-Orthography	p. 232
Dramatic Improvements to Feature Based Stereo	p. 247
Motion Curves for Parametric Shape and Motion Estimation	p. 262
Bayesian Self-Calibration of a Moving Camera	p. 277
Balanced Recovery of 3D Structure and Camera Motion from Uncalibrated Image Sequences	p. 294
Linear Multi View Reconstruction with Missing Data	p. 309
Model-Based Silhouette Extraction for Accurate People Tracking	p. 325
On the Non-linear Optimization of Projective Motion Using Minimal Parameters	p. 340
Structure from Many Perspective Images with Occlusions	p. 355
Sequence-to-Sequence Self Calibration	p. 370
Structure from Planar Motions with Small Baselines	p. 383
Revisiting Single-View Shape Tensors: Theory and Applications	p. 399
Tracking and Rendering Using Dynamic Textures on Geometric Structure from Motion	p. 415
Sensitivity of Calibration to Principal Point Position	p. 433
Critical Curves and Surfaces for Euclidean Reconstruction	p. 447
View Synthesis with Occlusion Reasoning Using Quasi-Sparse Feature Correspondences	p. 463
Eye Gaze Correction with Stereovision for Video-Teleconferencing	p. 479
Wavelet-Based Correlation for Stereopsis	p. 495
Stereo Matching Using Belief Propagation	p. 510
Symmetric Sub-pixel Stereo Matching	p. 525
New Techniques for Automated Architectural Reconstruction from Photographs	p. 541
Stereo Matching with Segmentation-Based Cooperation	p. 556
Coarse Registration of Surface Patches with Local Symmetries	p. 572
Multiview Registration of 3D Scenes by Minimizing Error between Coordinate Frames	p. 587
Recovering Surfaces from the Restoring Force	p. 598
Interpolating Sporadic Data	p. 613
Highlight Removal Using Shape-from-Shading	p. 626
A Reflective Symmetry Descriptor	p. 642
Gait Sequence Analysis Using Frieze Patterns	p. 657
Feature-Preserving Medial Axis Noise Removal	p. 672
Hierarchical Shape Modeling for Automatic Face Localization	p. 687
Using Dirichlet Free Form Deformation to Fit Deformable Models to Noisy 3-D Data	p. 704
Transitions of the 3D Medial Axis under a One-Parameter Family of Deformations	p. 718
Learning Shape from Defocus	p. 735
A Rectilinearity Measurement for Polygons	p. 746
Local Analysis for 3D Reconstruction of Specular Surfaces - Part II	p. 759
Matching Distance Functions: A Shape-to-Area Variational Approach for Global-to-Local Registration	p. 775
Shape from Shading and Viscosity Solutions	p. 790
Model Acquisition by Registration of Multiple Acoustic Range Views	p. 805
Structure from Motion
General Trajectory Triangulation	p. 823
Surviving Dominant Planes in Uncalibrated Structure and Motion Recovery	p. 837
A Bayesian Estimation of Building Shape Using MCMC	p. 852
Structure and Motion for Dynamic Scenes - The Case of Points Moving in Planes	p. 867
What Does the Scene Look Like from a Scene Point?	p. 883
Author Index	p. 899
Shape
3D Statistical Shape Models Using Direct Optimisation of Description Length	p. 3
Approximate Thin Plate Spline Mappings	p. 21
DEFORMOTION: Deforming Motion, Shape Average and the Joint Registration and Segmentation of Images	p. 32
Region Matching with Missing Parts	p. 48
Stereoscopic Vision I
What Energy Functions Can Be Minimized via Graph Cuts?	p. 65
Multi-camera Scene Reconstruction via Graph Cuts	p. 82
A Markov Chain Monte Carlo Approach to Stereovision	p. 97
A Probabilistic Theory of Occupancy and Emptiness	p. 112
Texture Shading and Colour / Grouping and Segmentation / Object Recognition
Texture Similarity Measure Using Kullback-Leibler Divergence between Gamma Distributions	p. 133
All the Images of an Outdoor Scene	p. 148
Recovery of Reflectances and Varying Illuminants from Multiple Views	p. 163
Composite Texture Descriptions	p. 180
Constructing Illumination Image Basis from Object Motion	p. 195
Diffuse-Specular Separation and Depth Recovery from Image Sequences	p. 210
Shape from Texture without Boundaries	p. 225
Statistical Modeling of Texture Sketch	p. 240
Classifying Images of Materials: Achieving Viewpoint and Illumination Independence	p. 255
Estimation of Multiple Illuminants from a Single Image of Arbitrary Known Geometry	p. 272
The Effect of Illuminant Rotation on Texture Filters: Lissajous's Ellipses	p. 289
On Affine Invariant Clustering and Automatic Cast Listing in Movies	p. 304
Factorial Markov Random Fields	p. 321
Evaluation and Selection of Models for Motion Segmentation	p. 335
Surface Extraction from Volumetric Images Using Deformable Meshes: A Comparative Study	p. 350
DREAM2S: Deformable Regions Driven by an Eulerian Accurate Minimization Method for Image and Video Segmentation (Application to Face Detection in Color Video Sequences)	p. 365
Neuro-Fuzzy Shadow Filter	p. 381
Parsing Images into Region and Curve Processes	p. 393
Yet Another Survey on Image Segmentation: Region and Boundary Information Integration	p. 408
Perceptual Grouping from Motion Cues Using Tensor Voting in 4-D	p. 423
Deformable Model with Non-euclidean Metrics	p. 438
Finding Deformable Shapes Using Loopy Belief Propagation	p. 453
Probabilistic and Voting Approaches to Cue Integration for Figure-Ground Segmentation	p. 469
Bayesian Estimation of Layers from Multiple Images	p. 487
A Stochastic Algorithm for 3D Scene Segmentation and Reconstruction	p. 502
Normalized Gradient Vector Diffusion and Image Segmentation	p. 517
Spectral Partitioning with Indefinite Kernels Using the Nyström Extension	p. 531
A Framework for High-Level Feedback to Adaptive, Per-Pixel, Mixture-of-Gaussian Background Models	p. 543
Multivariate Saddle Point Detection for Statistical Clustering	p. 561
Parametric Distributional Clustering for Image Segmentation	p. 577
Probabalistic Models and Informative Subspaces for Audiovisual Correspondence	p. 592
Volterra Filtering of Noisy Images of Curves	p. 604
Image Segmentation by Flexible Models Based on Robust Regularized Networks	p. 621
Principal Component Analysis over Continuous Subspaces and Intersection of Half-Spaces	p. 635
On Pencils of Tangent Planes and the Recognition of Smooth 3D Shapes from Silhouettes	p. 651
Estimating Human Body Configurations Using Shape Context Matching	p. 666
Probabilistic Human Recognition from Video	p. 681
SoftPOSIT: Simultaneous Pose and Correspondence Determination	p. 698
A Pseudo-Metric for Weighted Point Sets	p. 715
Shock-Based Indexing into Large Shape Databases	p. 731
EigenSegments: A Spatio-Temporal Decomposition of an Ensemble of Images	p. 747
On the Representation and Matching of Qualitative Shape at Multiple Scales	p. 759
Combining Simple Discriminators for Object Discrimination	p. 776
Probabilistic Search for Object Segmentation and Recognition	p. 791
Real-Time Interactive Path Extraction with On-the-Fly Adaptation of the External Forces	p. 807
Matching and Embedding through Edit-Union of Trees	p. 822
A Comparison of Search Strategies for Geometric Branch and Bound Algorithms	p. 837
Face Recognition from Long-Term Observations	p. 851
Stereoscopic Vision II
Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction	p. 869
Minimal Surfaces for Stereo	p. 885
Finding the Largest Unambiguous Component of Stereo Matching	p. 900
Author Index	p. 915
Object Recognition / Vision Systems Engineering and Evaluation
Face Identification by Fitting a 3D Morphable Model Using Linear Shape and Texture Error Functions	p. 3
Hausdorff Kernel for 3D Object Acquisition and Detection	p. 20
Evaluating Image Segmentation Algorithms Using the Pareto Front	p. 34
On Performance Characterization and Optimization for Image Retrieval	p. 49
Statistical Learning
Statistical Learning of Multi-view Face Detection	p. 67
Dynamic Trees: Learning to Model Outdoor Scenes	p. 82
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary	p. 97
Learning a Sparse Representation for Object Detection	p. 113
Calibration / Active and Real-Time and Robot Vision / Image and Video Indexing / Medical Image Understanding / Vision Systems / Engineering and Evaluations / Statistical Learning
Stratified Self Calibration from Screw-Transform Manifolds	p. 131
Self-Organization of Randomly Placed Sensors	p. 146
Camera Calibration with One-Dimensional Objects	p. 161
Automatic Camera Calibration from a Single Manhattan Image	p. 175
What Can Be Known about the Radiometric Response from Images?	p. 189
Estimation of Illuminant Direction and Intensity of Multiple Light Sources	p. 206
3D Modelling Using Geometric Constraints: A Parallelepiped Based Approach	p. 221
Geometric Properties of Central Catadioptric Line Images	p. 237
Another Way of Looking at Plane-Based Calibration: The Centre Circle Constraint	p. 252
Active Surface Reconstruction Using the Gradient Strategy	p. 267
Linear Pose Estimation from Points or Lines	p. 282
A Video-Based Drowning Detection System	p. 297
Visual Data Fusion for Objects Localization by Active Vision	p. 312
Towards Real-Time Cue Integration by Using Partial Results	p. 327
Tracking and Object Classification for Automated Surveillance	p. 343
Very Fast Template Matching	p. 358
Fusion of Multiple Tracking Algorithms for Robust People Tracking	p. 373
Video Summaries through Mosaic-Based Shot and Scene Clustering	p. 388
Optimization Algorithms for the Selection of Key Frame Sequences of Variable Length	p. 403
Multi-scale EM-ICP: A Fast and Robust Approach for Surface Registration	p. 418
An Unified Approach to Model-Based and Model-Free Visual Servoing	p. 433
Comparing Intensity Transformations and Their Invariants in the Context of Color Pattern Recognition	p. 448
A Probabilistic Framework for Spatio-Temporal Video Representation & Indexing	p. 461
Video Compass	p. 476
Computing Content-Plots for Video	p. 491
Classification and Localisation of Diabetic-Related Eye Disease	p. 502
Robust Active Shape Model Search	p. 517
A New Image Registration Technique with Free Boundary Constraints: Application to Mammography	p. 531
Registration Assisted Image Smoothing and Segmentation	p. 546
An Accurate and Efficient Bayesian Method for Automatic Segmentation of Brain MRI	p. 560
A PDE Approach for Thickness, Correspondence, and Gridding of Annular Tissues	p. 575
Statistical Characterization of Morphological Operator Sequences	p. 590
Image Registration for Foveated Omnidirectional Sensing	p. 606
Automatic Model Selection by Modelling the Distribution of Residuals	p. 621
Assorted Pixels: Multi-sampled Imaging with Structural Models	p. 636
Robust Parameterized Component Analysis: Theory and Applications to 2D Facial Modeling	p. 653
Learning Intrinsic Video Content Using Levenshtein Distance in Graph Partitioning	p. 670
A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition	p. 685
Learning to Parse Pictures of People	p. 700
Learning Montages of Transformed Latent Images as Representations of Objects That Change in Appearance	p. 715
Exemplar-Based Face Recognition from Video	p. 732
Learning the Topology of Object Views	p. 747
A Robust PCA Algorithm for Building Representations from Panoramic Images	p. 761
Adjustment Learning and Relevant Component Analysis	p. 776
Texture, Shading, and Colour
What Are Textons?	p. 793
Bidirectional Texture Contrast Function	p. 808
Removing Shadows from Images	p. 823
Author Index	p. 837
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