Handbook of Texture Analysis

Handbook of Texture Analysis
Author :
Publisher : CRC Press
Total Pages : 271
Release :
ISBN-10 : 9781040008904
ISBN-13 : 1040008909
Rating : 4/5 (909 Downloads)

Book Synopsis Handbook of Texture Analysis by : Ayman El-Baz

Download or read book Handbook of Texture Analysis written by Ayman El-Baz and published by CRC Press. This book was released on 2024-06-21 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: The major goals of texture research in computer vision are to understand, model, and process texture and, ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning convolutional neural networks (CNNs) are particularly well suited to texture analysis. This volume presents important branches of texture analysis methods which find a proper application in AI-based medical image analysis. This book: Discusses first-order, second-order statistical methods, local binary pattern (LBP) methods, and filter bank-based methods Covers spatial frequency-based methods, Fourier analysis, Markov random fields, Gabor filters, and Hough transformation Describes advanced textural methods based on DL as well as BD and advanced applications of texture to medial image segmentation Is aimed at researchers, academics, and advanced students in biomedical engineering, image analysis, cognitive science, and computer science and engineering This is an essential reference for those looking to advance their understanding in this applied and emergent field.


Handbook of Texture Analysis Related Books

Handbook of Texture Analysis
Language: en
Pages: 271
Authors: Ayman El-Baz
Categories: Computers
Type: BOOK - Published: 2024-06-21 - Publisher: CRC Press

DOWNLOAD EBOOK

The major goals of texture research in computer vision are to understand, model, and process texture and, ultimately, to simulate the human visual learning proc
Handbook Of Pattern Recognition And Computer Vision (2nd Edition)
Language: en
Pages: 1045
Authors: Chi Hau Chen
Categories: Computers
Type: BOOK - Published: 1999-03-12 - Publisher: World Scientific

DOWNLOAD EBOOK

The very significant advances in computer vision and pattern recognition and their applications in the last few years reflect the strong and growing interest in
Introduction to Texture Analysis
Language: en
Pages: 490
Authors: Olaf Engler
Categories: Science
Type: BOOK - Published: 2009-11-16 - Publisher: CRC Press

DOWNLOAD EBOOK

The first edition of Introduction to Texture Analysis: Macrotexture, Microtexture, and Orientation Mapping broke new ground by collating seventy years worth of
Handbook of Muscle Foods Analysis
Language: en
Pages: 990
Authors: Leo M.L. Nollet
Categories: Technology & Engineering
Type: BOOK - Published: 2008-11-10 - Publisher: CRC Press

DOWNLOAD EBOOK

In today's nutrition-conscious society, there is a growing awareness among meat scientists and consumers about the importance of the essential amino acids, vita
Handbook of Seafood and Seafood Products Analysis
Language: en
Pages: 930
Authors: Leo M.L. Nollet
Categories: Technology & Engineering
Type: BOOK - Published: 2009-11-24 - Publisher: CRC Press

DOWNLOAD EBOOK

Seafood and seafood products represent some of the most important foods in almost all types of societies around the world. More intensive production of fish and