This book constitutes the refereed proceedings of the 4th International Workshop on Visual Form, IWVF-4, held in Capri, Italy, in May 2001.
The 66 revised full papers presented together with seven invited papers were carefully reviewed and selected from 117 submissions. The book covers theoretical and applicative aspects of visual form processing. The papers are organized in topical sections on representation, analysis, recognition, modelling and retrieval, and applications.
Author(s): Alfred M. Bruckstein (auth.), Carlo Arcelli, Luigi P. Cordella, Gabriella Sanniti di Baja (eds.)
Series: Lecture Notes in Computer Science 2059
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2001
Language: English
Pages: 802
Tags: Computer Graphics; Image Processing and Computer Vision; Pattern Recognition; Visualization
Invariant Recognition and Processing of Planar Shapes....Pages 3-10
Recent Advances in Structural Pattern Recognition with Applications to Visual Form Analysis....Pages 11-23
On Learning the Shape of Complex Actions....Pages 24-39
Mereology of Visual Form....Pages 40-50
On Matching Algorithms for the Recognition of Objects in Cluttered Background....Pages 51-66
A Unified Framework for Indexing and Matching Hierarchical Shape Structures....Pages 67-84
A Fragment-Based Approach to Object Representation and Classification....Pages 85-100
Minimum-Length Polygons in Approximation Sausages....Pages 103-112
Optimal Local Distances for Distance Transforms in 3D Using an Extended Neighbourhood....Pages 113-122
Independent Modes of Variation in Point Distribution Models....Pages 123-134
Qualitative Estimation of Depth in Monocular Vision....Pages 135-144
A New Shape Space for Second Order 3D-Variations....Pages 145-154
Spatial Relations among Pattern Subsets as a Guide for Skeleton Pruning....Pages 155-164
Euclidean Fitting Revisited....Pages 165-175
On the Representation of Visual Information....Pages 176-185
Skeletons in the Framework of Graph Pyramids....Pages 186-195
Computational Surface Flattening: A Voxel-Based Approach....Pages 196-204
An Adaptive Image Interpolation Using the Quadratic Spline Interpolator....Pages 205-215
The Shock Scaffold for Representing 3D Shape....Pages 216-227
Curve Skeletonization by Junction Detection in Surface Skeletons....Pages 229-238
Representation of Fuzzy Shapes....Pages 239-248
Skeleton-Based Shape Models with Pressure Forces: Application to Segmentation of Overlapping Leaves....Pages 249-259
A Skeletal Measure of 2D Shape Similarity....Pages 260-271
Perception-Based 2D Shape Modeling by Curvature Shaping....Pages 272-282
Global Topological Properties of Images Derived from Local Curvature Features....Pages 285-294
Adaptive Segmentation of MR Axial Brain Images Using Connected Components....Pages 295-302
Discrete Curvature Based on Osculating Circle Estimation....Pages 303-312
Detection and Enhancement of Line Structures in an Image by Anisotropic Diffusion....Pages 313-322
How Folds Cut a Scene....Pages 323-332
Extraction of Topological Features from Sequential Volume Data....Pages 333-345
Using Beltrami Framework for Orientation Diffusion in Image Processing....Pages 346-355
Digital Planar Segment Based Polyhedrization for Surface Area Estimation....Pages 356-366
Shape-Guided Split and Merge of Image Regions....Pages 367-377
A Rotation-Invariant Morphology for Shape Analysis of Anisotropic Objects and Structures....Pages 378-387
Multiscale Feature Extraction from the Visual Environment in an Active Vision System....Pages 388-397
2-D Shape Decomposition into Overlapping Parts....Pages 398-409
Fast Line Detection Algorithms Based on Combinatorial Optimization....Pages 410-419
Koenderink Corner Points....Pages 420-430
Dynamic Models for Wavelet Representations of Shape....Pages 431-439
Straightening and Partitioning Shapes....Pages 440-450
Invariant Signatures from Polygonal Approximations of Smooth Curves....Pages 451-460
On the Learning of Complex Movement Sequences....Pages 463-472
Possibility Theory and Rough Histograms for Motion Estimation in a Video Sequence....Pages 473-483
Prototyping Structural Shape Descriptions by Inductive Learning....Pages 484-493
Training Space Truncation in Vision-Based Recognition....Pages 494-503
Grouping Character Shapes by Means of Genetic Programming....Pages 504-513
Pattern Detection Using a Maximal Rejection Classifier....Pages 514-524
Visual Search and Visual Lobe Size....Pages 525-531
Judging Whether Multiple Silhouettes Can Come from the Same Object....Pages 532-541
Discrete Deformable Boundaries for the Segmentation of Multidimensional Images....Pages 542-551
Camera Motion Extraction Using Correlation for Motion-Based Video Classification....Pages 552-562
Matching Incomplete Objects Using Boundary Signatures....Pages 563-572
General Purpose Matching of Grey Level Arbitrary Images....Pages 573-582
Many-to-many Matching of Attributed Trees Using Association Graphs and Game Dynamics....Pages 583-593
An Expectation-Maximisation Framework for Perceptual Grouping....Pages 594-605
Alignment-Based Recognition of Shape Outlines....Pages 606-618
Behind the Image Sequence: The Semantics of Moving Shapes....Pages 619-629
Probabilistic Hypothesis Generation for Rapid 3D Object Recognition....Pages 630-639
Efficient Shape Description Using NURBS....Pages 643-653
Non-manifold Multi-tessellation: From Meshes to Iconic Representations of Objects....Pages 654-664
Image Indexing by Contour Analysis: A Comparison....Pages 665-676
Shape Reconstruction from an Image Sequence....Pages 677-686
3D Shape Reconstruction from Multiple Silhouettes: Generalization from Few Views by Neural Network Learning....Pages 687-695
Robust Structural Indexing through Quasi-Invariant Shape Signatures and Feature Generation....Pages 696-705
Fast Reconstruction of 3D Objects from Single Free- Hand Line Drawing....Pages 706-715
Color and Shape Index for Region-Based Image Retrieval....Pages 716-725
Virtual Drilling in 3-D Objects Reconstructed by Shape-Based Interpolation....Pages 729-738
Morphological Image Processing for Evaluating Malaria Disease....Pages 739-748
A Binocular License Plate Reader for High Precision Speed Measurement....Pages 749-758
Volume and Surface Area Distributions of Cracks in Concrete....Pages 759-768
Integration of Local and Global Shape Analysis for Logo Classification....Pages 769-778
Motion Tracking of Animals for Behavior Analysis....Pages 779-786
Head Model Acquisition from Silhouettes....Pages 787-796