9783540403685

This book constitutes the refereed proceedings of the 4th International Conference on Scale Space Methods in Computer Vision, Scale-Space 2003, held at Isle of Skye, UK in June 2003.The 56 revised full papers presented were carefully reviewed and selected from 101 submissions. The book offers topical sections on deep structure representations, scale space mathematics, equivalences, implementing scale spaces, minimal approaches, evolution equations, local structure, image models, morphological scale spaces, temporal scale spaces, shape, and motion and stereo.

On Manifolds in Gaussian Scale Space	p. 1
Many-to-Many Matching of Scale-Space Feature Hierarchies Using Metric Embedding	p. 17
Content Based Image Retrieval Using Multiscale Top Points. A Feasibility Study	p. 33
Feature Coding with a Statistically Independent Cortical Representation	p. 44
Scale-Space Image Analysis Based on Hermite Polynomials Theory	p. 57
A Complete System of Measurement Invariants for Abelian Lie Transformation Groups	p. 72
Equivalence Results for TV Diffusion and TV Regularisation	p. 86
Correspondences between Wavelet Shrinkage and Nonlinear Diffusion	p. 101
Approximating Non-linear Diffusion	p. 117
A Generalized Discrete Scale-Space Formulation for 2-D and 3-D Signals	p. 132
Real-Time Scale Selection in Hybrid Multi-scale Representations	p. 148
A Scale Space for Contour Registration Using Minimal Surfaces	p. 164
The Extreme Edges	p. 180
The Maximum Principle for Beltrami Color Flow	p. 196
The Monogenic Scale Space on a Bounded Domain and Its Applications	p. 209
Using the Complex Ginzburg-Landau Equation for Digital Inpainting in 2D and 3D	p. 225
Least Squares and Robust Estimation of Local Image Structure	p. 237
Regularity Classes for Locally Orderless Images	p. 255
Mode Estimation Using Pessimistic Scale Space Tracking	p. 266
Properties of Brownian Image Models in Scale-Space	p. 281
Image Decomposition Application to SAR Images	p. 297
Basic Morphological Operations, Band-Limited Images and Sampling	p. 313
An Explanation for the Logarithmic Connection between Linear and Morphological Systems	p. 325
Temporal Scale Spaces	p. 340
Temporal Structure Tree in Digital Linear Scale Space	p. 356
Interest Point Detection and Scale Selection in Space-Time	p. 372
Towards Recognition-Based Variational Segmentation Using Shape Priors and Dynamic Labeling	p. 388
PDE Based Shape from Specularities	p. 401
A Markov Random Field Approach to Multi-scale Shape Analysis	p. 416
Variational Dense Motion Estimation Using the Helmholtz Decomposition	p. 432
Regularizing a Set of Unstructured 3D Points from a Sequence of Stereo Images	p. 449
Image Reconstruction from Multiscale Critical Points	p. 464
Texture Classification through Multiscale Orientation Histogram Analysis	p. 479
[alpha] Scale Spaces on a Bounded Domain	p. 494
Efficient Beltrami Flow Using a Short Time Kernel	p. 511
Evolution of the Critical Points in the Curvature and Affine Morphological Scale Spaces	p. 523
MAPS: Multiscale Attention-Based PreSegmentation of Color Images	p. 537
Convex Colour Sieves	p. 550
Scale-Space on Image Profiles about an Object Boundary	p. 564
Iris Feature Extraction and Matching Based on Multiscale and Directional Image Representation	p. 576
Fast Computation of Scale Normalised Gaussian Receptive Fields	p. 584
A Multiphase Level Set Framework for Motion Segmentation	p. 599
Segmentation of Coarse and Fine Scale Features Using Multi-scale Diffusion and Mumford-Shah	p. 615
On the Number of Modes of a Gaussian Mixture	p. 625
Fully Automatic Segmentation of MRI Brain Images Using Probabilistic Anisotropic Diffusion and Multi-scale Watersheds	p. 641
Error-Bounds on Curvature Estimation	p. 657
Multiresolution Approach to Biomedical Image Segmentation with Statistical Models of Appearance	p. 667
A Common Viewpoint on Broad Kernel Filtering and Nonlinear Diffusion	p. 683
Efficient and Consistent Recursive Filtering of Images with Reflective Extension	p. 699
Shape Description Using Gradient Vector Field Histograms	p. 713
Comparing Objective and Subjective Quality Results for Compression Pre-processing with Non-linear Diffusion	p. 729
Computation of Generic Features for Object Classification	p. 744
Gaussian Scale Space from Insufficient Image Information	p. 757
Families of Generalised Morphological Scale Spaces	p. 770
Detection and Localization of Random Signals	p. 785
Continuous Curve Matching with Scale-Space Curvature and Extrema-Based Scale Selection	p. 798
Author Index	p. 815
Table of Contents provided by Blackwell. All Rights Reserved.

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Scale Space Methods in Computer Vision

354040368X

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