José Gomes, Olivier Faugeras (auth.), Michael Kerckhove (eds.)3540423176, 9783540423171
The 18 revised full papers presented together with 23 posters were carefully reviewed and selected from 60 submissions. The book addresses all current aspects of scale-space and morphology in the context of computer vision, in particular, vector distance functions, optic flow, image registration, curve evolution, morphological segmentation, scalar images, vector images, automatic scale selection, geometric diffusion, diffusion filtering, image filtering, inverse problems, active contours, etc.
Table of contents :
Using the Vector Distance Functions to Evolve Manifolds of Arbitrary Codimension….Pages 1-13
Computing Optic Flow by Scale-Space Integration of Normal Flow….Pages 14-25
Image Registration, Optical Flow, and Local Rigidity….Pages 26-28
What Do Features Tell about Images?….Pages 39-50
Features in Scale Space: Progress on the 2D 2 nd Order Jet….Pages 51-62
Tracking of Multi-state Hand Models Using Particle Filtering and a Hierarchy of Multi-scale Image Features⋆….Pages 63-74
A Note on Two Classical Shock Filters and Their Asymptotics….Pages 75-84
Bayesian Object Detection through Level Curves Selection….Pages 85-97
A Multi-scale Feature Likelihood Map for Direct Evaluation of Object Hypotheses⋆….Pages 98-110
Total Variation Based Oversampling of Noisy Images….Pages 111-122
Down-Scaling for Better Transform Compression….Pages 123-136
Algebraic and PDE Approaches for Multiscale Image Operators with Global Constraints: Reference Semilattice Erosions and Levelings….Pages 137-148
Adjunctions in Pyramids and Curve Evolution….Pages 149-160
Hierarchies of Partitions and Morphological Segmentation….Pages 161-182
On the Behavior of Spatial Critical Points under Gaussian Blurring A Folklore Theorem and Scale-Space Constraints….Pages 183-192
Scale-Space Theories for Scalar and Vector Images….Pages 193-204
Gaussian Convolutions Numerical Approximations Based on Interpolation….Pages 205-214
Scale-Spaces, PDE’s, and Scale-Invariance….Pages 215-226
Generic Multi-scale Segmentation and Curve Approximation Method….Pages 227-235
Segmentation of Shapes⋆….Pages 236-244
The Influence of the γ-Parameter on Feature Detection with Automatic Scale Selection….Pages 245-254
Scale-Time Kernels and Models….Pages 255-263
Exploring Non-linear Difusion: The Difusion Echo….Pages 264-272
Bilateral Filtering and Anisotropic Difusion: Towards a Unified Viewpoint….Pages 273-280
An Accurate Operator Splitting Scheme for Nonlinear Difusion Filtering….Pages 281-289
Selection of Optimal Stopping Time for Nonlinear Difusion Filtering….Pages 290-298
Complex Difusion Processes for Image Filtering….Pages 299-307
Combing a Porcupine via Stereographic Direction Difusion….Pages 308-316
Inverse Scale Space Theory for Inverse Problems….Pages 317-325
Histograms of Infinitesimal Neighbourhoods….Pages 326-334
Indentation and Protrusion Detection and Its Applications….Pages 335-343
Geodesic Active Contours Applied to Texture Feature Space….Pages 344-352
Color Differential Structure….Pages 353-361
Geometry Motivated Variational Segmentation for Color Images….Pages 362-370
Hierarchical Segmentation Using Dynamics of Multiscale Color Gradient Watersheds….Pages 371-379
Fast Statistical Level Sets Image Segmentation for Biomedical Applications….Pages 380-388
Robust Multi-scale Non-rigid Registration of 3D Ultrasound Images….Pages 389-397
Segmentation-Free Estimation of Length Distributions Using Sieves and RIA Morphology….Pages 398-406
Morphological Tools for Robust Key-Region Extraction and Video Shot Modeling⋆….Pages 407-416
Polyhedral Set Operations for 3D Discrete Object Deformation….Pages 417-425
Inverse Quantization of Digital Binary Images for Resolution Conversion….Pages 426-434
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