Scale Space Methods in Computer Vision: 4th International Conference, Scale Space 2003 Isle of Skye, UK, June 10–12, 2003 Proceedings [1 ed.] 354040368X, 9783540403685

Table of contents :
On Manifolds in Gaussian Scale Space....Pages 1-16
Many-to-Many Matching of Scale-Space Feature Hierarchies Using Metric Embedding....Pages 17-32
Content Based Image Retrieval Using Multiscale Top Points....Pages 33-43
Feature Coding with a Statistically Independent Cortical Representation....Pages 44-56
Scale-Space Image Analysis Based on Hermite Polynomials Theory....Pages 57-71
A Complete System of Measurement Invariants for Abelian Lie Transformation Groups....Pages 72-85
Equivalence Results for TV Diffusion and TV Regularisation....Pages 86-100
Correspondences between Wavelet Shrinkage and Nonlinear Diffusion....Pages 101-116
Approximating Non-linear Diffusion....Pages 117-131
A Generalized Discrete Scale-Space Formulation for 2-D and 3-D Signals....Pages 132-147
Real-Time Scale Selection in Hybrid Multi-scale Representations....Pages 148-163
A Scale Space for Contour Registration Using Minimal Surfaces....Pages 164-179
The Extrema Edges....Pages 180-195
The Maximum Principle for Beltrami Color Flow....Pages 196-208
The Monogenic Scale Space on a Bounded Domain and Its Applications....Pages 209-224
Using the Complex Ginzburg-Landau Equation for Digital Inpainting in 2D and 3D....Pages 225-236
Least Squares and Robust Estimation of Local Image Structure....Pages 237-254
Regularity Classes for Locally Orderless Images....Pages 255-265
Mode Estimation Using Pessimistic Scale Space Tracking....Pages 266-280
Properties of Brownian Image Models in Scale-Space....Pages 281-296
Image Decomposition Application to SAR Images....Pages 297-312
Basic Morphological Operations, Band-Limited Images and Sampling....Pages 313-324
An Explanation for the Logarithmic Connection between Linear and Morphological Systems....Pages 325-339
Temporal Scale Spaces....Pages 340-355
Temporal Structure Tree in Digital Linear Scale Space....Pages 356-371
Interest Point Detection and Scale Selection in Space-Time....Pages 372-387
Towards Recognition-Based Variational Segmentation Using Shape Priors and Dynamic Labeling....Pages 388-400
PDE Based Shape from Specularities....Pages 401-415
A Markov Random Field Approach to Multi-scale Shape Analysis....Pages 416-431
Variational Dense Motion Estimation Using the Helmholtz Decomposition....Pages 432-448
Regularizing a Set of Unstructured 3D Points from a Sequence of Stereo Images....Pages 449-463
Image Reconstruction from Multiscale Critical Points....Pages 464-478
Texture Classification through Multiscale Orientation Histogram Analysis....Pages 479-493
α Scale Spaces on a Bounded Domain....Pages 494-510
Efficient Beltrami Flow Using a Short Time Kernel....Pages 511-522
Evolution of the Critical Points in the Curvature and Affine Morphological Scale Spaces....Pages 523-536
MAPS: Multiscale Attention-Based PreSegmentation of Color Images....Pages 537-549
Convex Colour Sieves....Pages 550-563
Scale-Space on Image Profiles about an Object Boundary....Pages 564-575
Iris Feature Extraction and Matching Based on Multiscale and Directional Image Representation....Pages 576-583
Fast Computation of Scale Normalised Gaussian Receptive Fields....Pages 584-598
A Multiphase Level Set Framework for Motion Segmentation....Pages 599-614
Segmentation of Coarse and Fine Scale Features Using Multi-scale Diffusion and Mumford-Shah....Pages 615-624
On the Number of Modes of a Gaussian Mixture....Pages 625-640
Fully Automatic Segmentation of MRI Brain Images Using Probabilistic Anisotropic Diffusion and Multi-scale Watersheds....Pages 641-656
Error-Bounds on Curvature Estimation....Pages 657-666
Multiresolution Approach to Biomedical Image Segmentation with Statistical Models of Appearance....Pages 667-682
A Common Viewpoint on Broad Kernel Filtering and Nonlinear Diffusion....Pages 683-698
Efficient and Consistent Recursive Filtering of Images with Reflective Extension....Pages 699-712
Shape Description Using Gradient Vector Field Histograms....Pages 713-728
Comparing Objective and Subjective Quality Results for Compression Pre-processing with Non-linear Diffusion....Pages 729-743
Computation of Generic Features for Object Classification....Pages 744-756
Gaussian Scale Space from Insufficient Image Information....Pages 757-769
Families of Generalised Morphological Scale Spaces....Pages 770-784
Detection and Localization of Random Signals....Pages 785-797
Continuous Curve Matching with Scale-Space Curvature and Extrema-Based Scale Selection....Pages 798-813