Scale-Space and Morphology in Computer Vision : Third International Conference, Scale-Space 2001, Vancouver, Canada, July 7-8, 2001. Proceedings / edited by Michael Kerckhove.

Format:

Book

Contributor:

Kerckhove, Michael, 1959- editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science 0302-9743 ; 2106.

Lecture Notes in Computer Science, 0302-9743 ; 2106

Language:

English

Subjects (All):

Optical data processing.

Pattern perception.

Computer graphics.

Artificial intelligence.

Image Processing and Computer Vision.

Pattern Recognition.

Computer Graphics.

Artificial Intelligence.

Local Subjects:

Image Processing and Computer Vision.

Pattern Recognition.

Computer Graphics.

Artificial Intelligence.

Physical Description:

1 online resource (XI, 435 pages).

Edition:

First edition 2001.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2001.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision, Scale-Space 2001, held in Vancouver, Canada in July 2001. 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, et cetera.

Contents:

Oral Presentations

Using the Vector Distance Functions to Evolve Manifolds of Arbitrary Codimension

Computing Optic Flow by Scale-Space Integration of Normal Flow

Image Registration, Optical Flow, and Local Rigidity

What Do Features Tell about Images?

Features in Scale Space: Progress on the 2D 2nd Order Jet

Tracking of Multi-state Hand Models Using Particle Filtering and a Hierarchy of Multi-scale Image Features?

A Note on Two Classical Shock Filters and Their Asymptotics

Bayesian Object Detection through Level Curves Selection

A Multi-scale Feature Likelihood Map for Direct Evaluation of Object Hypotheses?

Total Variation Based Oversampling of Noisy Images

Down-Scaling for Better Transform Compression

Algebraic and PDE Approaches for Multiscale Image Operators with Global Constraints: Reference Semilattice Erosions and Levelings

Adjunctions in Pyramids and Curve Evolution

Hierarchies of Partitions and Morphological Segmentation

On the Behavior of Spatial Critical Points under Gaussian Blurring A Folklore Theorem and Scale-Space Constraints

Scale-Space Theories for Scalar and Vector Images

Gaussian Convolutions Numerical Approximations Based on Interpolation

Scale-Spaces, PDE's, and Scale-Invariance

Poster Presentations

Generic Multi-scale Segmentation and Curve Approximation Method

Segmentation of Shapes?

The Influence of the ?-Parameter on Feature Detection with Automatic Scale Selection

Scale-Time Kernels and Models

Exploring Non-linear Difusion: The Difusion Echo

Bilateral Filtering and Anisotropic Difusion: Towards a Unified Viewpoint

An Accurate Operator Splitting Scheme for Nonlinear Difusion Filtering

Selection of Optimal Stopping Time for Nonlinear Difusion Filtering

Complex Difusion Processes for Image Filtering

Combing a Porcupine via Stereographic Direction Difusion

Inverse Scale Space Theory for Inverse Problems

Histograms of Infinitesimal Neighbourhoods

Indentation and Protrusion Detection and Its Applications

Geodesic Active Contours Applied to Texture Feature Space

Color Differential Structure

Geometry Motivated Variational Segmentation for Color Images

Hierarchical Segmentation Using Dynamics of Multiscale Color Gradient Watersheds

Fast Statistical Level Sets Image Segmentation for Biomedical Applications

Robust Multi-scale Non-rigid Registration of 3D Ultrasound Images

Segmentation-Free Estimation of Length Distributions Using Sieves and RIA Morphology

Morphological Tools for Robust Key-Region Extraction and Video Shot Modeling?

Polyhedral Set Operations for 3D Discrete Object Deformation

Inverse Quantization of Digital Binary Images for Resolution Conversion.

Other Format:

Printed edition:

ISBN:

978-3-540-47778-5

9783540477785

Access Restriction:

Restricted for use by site license.