Arjan Kuijper (auth.), Lewis D. Griffin, Martin Lillholm (eds.)354040368X, 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.
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
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