Analysis of Oriented Texture with application to the Detection of Architectural Distortion in Mammograms

Language: English

Published by Springer, 2010

3031005198 / 9783031005190

Series: Book 39 of 63 - Synthesis Lectures on Biomedical Engineering

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - The presence of oriented features in images often conveys important information about the scene or the objects contained; the analysis of oriented patterns is an important task in the general framework of image understanding. As in many other applications of computer vision, the general framework for the understanding of oriented features in images can be divided into low- and high-level analysis. In the context of the study of oriented features, low-level analysis includes the detection of oriented features in images; a measure of the local magnitude and orientation of oriented features over the entire region of analysis in the image is called the orientation field. High-level analysis relates to the discovery of patterns in the orientation field, usually by associating the structure perceived in the orientation field with a geometrical model. This book presents an analysis of several important methods for the detection of oriented features in images, and a discussion of the phase portrait method for high-level analysis of orientation fields. In order to illustrate the concepts developed throughout the book, an application is presented of the phase portrait method to computer-aided detection of architectural distortion in mammograms. Table of Contents: Detection of Oriented Features in Images / Analysis of Oriented Patterns Using Phase Portraits / Optimization Techniques / Detection of Sites of Architectural Distortion in Mammograms.…

Seller Inventory # 9783031005190

Title
Analysis of Oriented Texture with application to the Detection of Architectural Distortion in Mammograms
Author
Fábio J Ayres
Publisher
Springer
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031005198
ISBN 13
9783031005190
Item weight
327 grams
Dimensions
235x191x10 mm
Series
Book 39 of 63: Synthesis Lectures on Biomedical Engineering

AHA-BUCH GmbH

Einbeck, Germany

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