Scale-Space Theories in Computer Vision

Second International Conference, Scale-Space'99, Corfu, Greece, September 26-27, 1999, Proceedings

By: Mads Nielsen (Editor), Peter Johansen (Editor), Ole F. Olsen (Editor)

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Paperback | 15 September 1999

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552 Pages

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This volume constitutes the refereed proceedings of the Second International Conference on Scale-Space Theories in Computer Vision, Scale-Space'99, held in Corfu, Greece, in September 1999.
The 36 revised full papers and the 18 revised posters presented in the book were carefully reviewed and selected from 66 high-quality submissions. The book addresses all current aspects of this young and active field, in particular geometric Image flows, nonlinear diffusion, functional minimization, linear scale-space, etc.

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Non-Fiction Mathematics Applied Mathematics Stochastics Computing & I.T.Computer Science Image Processing Artificial Intelligence Computer Vision Geometry Medicine Medicine in General

Operating Systems Graphical & Digital Media Applications Computer Networking & Communications

Blur and Disorder	p. 1
Applications of Locally Orderless Images	p. 10
Scale Space Technique for Word Segmentation in Handwritten Documents	p. 22
Fast Geodesic Active Contours	p. 34
Morphing Active Contours	p. 46
Unfolding the Cerebral Cortex Using Level Set Methods	p. 58
Reconciling Distance Functions and Level Sets	p. 70
Computation of Ridges via Pullback Metrics from Scale Space	p. 82
The Maximal Scale Ridge - Incorporating Scale into the Ridge Definition	p. 93
Detection of Critical Structures in Scale Space	p. 105
Qualitative Multi-scale Feature Hierarchies for Object Tracking	p. 117
Riemannian Drums, Anisotropic Curve Evolution and Segmentation	p. 129
An Active Contour Model without Edges	p. 141
A Compact and Multiscale Image Model Based on Level Sets	p. 152
Morphological Scale Space and Mathematical Morphology	p. 164
Scale-Space from a Level Lines Tree	p. 175
Morphological Scale-space Representation with Levelings	p. 187
Numerical Solution Schemes for Continuous-Scale Morphology	p. 199
Scale-Space Properties of Regularization Methods	p. 211
An Adaptive Finite Element Method for Large Scale Image Processing	p. 223
A Scale-Space Approach to Nonlocal Optical Flow Calculations	p. 235
Scales in Natural Images and a Consequence on their BV Norm	p. 247
Edges as Outliers: Anisotropic Smoothing using Local Image Statistics	p. 259
The Hausdorff Dimension and Scale-Space Normalisation of Natural Images	p. 271
Lattice Boltzmann Models for Nonlinear Diffusion Filtering	p. 283
Geometric-Variational Approach for Color Image Enhancement and Segmentation	p. 294
A Level Set Model for Image Classification	p. 306
Calculations on Critical Points under Gaussian Blurring	p. 318
Region Tracking on Surfaces Deforming via Level-Sets Methods	p. 330
Geometric Multiscale Representation of Numerical Images	p. 339
Multiscale Morphological Segmentations Based on Watershed, Flooding, and Eikonal PDE	p. 351
Nonlinear PDEs and Numerical Algorithms for Modeling Levelings and Reconstruction Filters	p. 363
Proper Scales of Shapes - A Curved Scale Space	p. 375
Nonlinear Anisotropic Diffusion in Three-Dimensional Electron Microscopy	p. 386
Polygon Evolution by Vertex Deletion	p. 398
A Scale-Space Based Approach for Deformable Contour Optimization	p. 410
Self-Similarity of Noise in Scale-Space	p. 423
A New Time Dependent Model Based on Level Set Motion for Nonlinear Deblurring and Noise Removal	p. 429
Curvature Scale Space with Affine Length Parametrisation	p. 435
A Stochastic Scale Space for Multiscale Image Representation	p. 441
Fast Marching to Moving Object Location	p. 447
A Windows-Based User Friendly System for Image Analysis with Partial Differential Equations	p. 453
Color Invariant Edge Detection	p. 459
Scale Space Range Image Aspect Graph	p. 465
Hierachical Density Non-rigid Object Analysis	p. 471
Discrete Mean Curvature Flow	p. 477
An Adaptive Local Smoothing for Contour Figure Approximation	p. 483
Negative Results for Multilevel Preconditioners in Image Deblurring	p. 489
Decomposition and Hierarchy: Efficient Structural Matching of Large Multi-scale Representations	p. 495
Tracing of Curvilinear Structures in 3D Images with Single Scale Diameter Measurement	p. 501
A Geometric Functional for Derivatives Approximation	p. 507
Segmenting by Compression Using Linear Scale-Space and Watersheds	p. 513
A Multiscale Taylor Series Approach to Optic Flow and Stereo: a Generalization of Optic Flow Under the Aperture	p. 519
Global Convergence Rates of Nonlinear Diffusion for Time-Varying Images	p. 525
Author Index	p. 531
Table of Contents provided by Blackwell. All Rights Reserved.

Scale-Space Theories in Computer Vision

Second International Conference, Scale-Space'99, Corfu, Greece, September 26-27, 1999, Proceedings

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