Local Features in Natural Images via Singularity Theory

Local Features in Natural Images via Singularity Theory
Author :
Publisher : Springer
Total Pages : 255
Release :
ISBN-10 : 9783319414713
ISBN-13 : 3319414712
Rating : 4/5 (712 Downloads)

Book Synopsis Local Features in Natural Images via Singularity Theory by : James Damon

Download or read book Local Features in Natural Images via Singularity Theory written by James Damon and published by Springer. This book was released on 2016-09-30 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph considers a basic problem in the computer analysis of natural images, which are images of scenes involving multiple objects that are obtained by a camera lens or a viewer’s eye. The goal is to detect geometric features of objects in the image and to separate regions of the objects with distinct visual properties. When the scene is illuminated by a single principal light source, we further include the visual clues resulting from the interaction of the geometric features of objects, the shade/shadow regions on the objects, and the “apparent contours”. We do so by a mathematical analysis using a repertoire of methods in singularity theory. This is applied for generic light directions of both the “stable configurations” for these interactions, whose features remain unchanged under small viewer movement, and the generic changes which occur under changes of view directions. These may then be used to differentiate between objects and determine their shapes and positions.


Local Features in Natural Images via Singularity Theory Related Books

Local Features in Natural Images via Singularity Theory
Language: en
Pages: 255
Authors: James Damon
Categories: Mathematics
Type: BOOK - Published: 2016-09-30 - Publisher: Springer

GET EBOOK

This monograph considers a basic problem in the computer analysis of natural images, which are images of scenes involving multiple objects that are obtained by
Singularities of Mappings
Language: en
Pages: 572
Authors: David Mond
Categories: Mathematics
Type: BOOK - Published: 2020-01-23 - Publisher: Springer Nature

GET EBOOK

The first monograph on singularities of mappings for many years, this book provides an introduction to the subject and an account of recent developments concern
Handbook of Geometry and Topology of Singularities I
Language: en
Pages: 616
Authors: José Luis Cisneros Molina
Categories: Mathematics
Type: BOOK - Published: 2020-10-24 - Publisher: Springer Nature

GET EBOOK

This volume consists of ten articles which provide an in-depth and reader-friendly survey of some of the foundational aspects of singularity theory. Authored by
Differential Geometry Of Curves And Surfaces With Singularities
Language: en
Pages: 387
Authors: Masaaki Umehara
Categories: Mathematics
Type: BOOK - Published: 2021-11-29 - Publisher: World Scientific

GET EBOOK

This book provides a unique and highly accessible approach to singularity theory from the perspective of differential geometry of curves and surfaces. It is wri
Wavelet Methods in Mathematical Analysis and Engineering
Language: en
Pages: 190
Authors: Alain Damlamian
Categories: Mathematics
Type: BOOK - Published: 2010 - Publisher: World Scientific

GET EBOOK

This book gives a comprehensive overview of both the fundamentals of wavelet analysis and related tools, and of the most active recent developments towards appl