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Feature Extraction and Image Processing for Computer Vision

2012-12-18 Computers
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Release : 2012-12-18
Genre : Computers
Kind : eBook
Book Rating : 246/5 ( reviews)

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Book Synopsis Feature Extraction and Image Processing for Computer Vision by : Mark Nixon

Download or read book Feature Extraction and Image Processing for Computer Vision written by Mark Nixon. This book was released on 2012-12-18. Available in PDF, EPUB and Kindle. Book excerpt: Feature Extraction and Image Processing for Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in Matlab. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main strength of the proposed book is the exemplar code of the algorithms." Fully updated with the latest developments in feature extraction, including expanded tutorials and new techniques, this new edition contains extensive new material on Haar wavelets, Viola-Jones, bilateral filtering, SURF, PCA-SIFT, moving object detection and tracking, development of symmetry operators, LBP texture analysis, Adaboost, and a new appendix on color models. Coverage of distance measures, feature detectors, wavelets, level sets and texture tutorials has been extended. Named a 2012 Notable Computer Book for Computing Methodologies by Computing Reviews Essential reading for engineers and students working in this cutting-edge field Ideal module text and background reference for courses in image processing and computer vision The only currently available text to concentrate on feature extraction with working implementation and worked through derivation

Feature Extraction and Image Processing

2013-10-22 Computers
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Release : 2013-10-22
Genre : Computers
Kind : eBook
Book Rating : 259/5 ( reviews)

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Book Synopsis Feature Extraction and Image Processing by : Mark Nixon

Download or read book Feature Extraction and Image Processing written by Mark Nixon. This book was released on 2013-10-22. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals. Ideal module text for courses in artificial intelligence, image processing and computer vision Essential reading for engineers and academics working in this cutting-edge field Supported by free software on a companion website

Texture Feature Extraction Techniques for Image Recognition

2019-10-24 Technology & Engineering
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Release : 2019-10-24
Genre : Technology & Engineering
Kind : eBook
Book Rating : 534/5 ( reviews)

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Book Synopsis Texture Feature Extraction Techniques for Image Recognition by : Jyotismita Chaki

Download or read book Texture Feature Extraction Techniques for Image Recognition written by Jyotismita Chaki. This book was released on 2019-10-24. Available in PDF, EPUB and Kindle. Book excerpt: The book describes various texture feature extraction approaches and texture analysis applications. It introduces and discusses the importance of texture features, and describes various types of texture features like statistical, structural, signal-processed and model-based. It also covers applications related to texture features, such as facial imaging. It is a valuable resource for machine vision researchers and practitioners in different application areas.

Biomedical Image Processing

2011-03-01 Science
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Release : 2011-03-01
Genre : Science
Kind : eBook
Book Rating : 161/5 ( reviews)

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Book Synopsis Biomedical Image Processing by : Thomas Martin Deserno

Download or read book Biomedical Image Processing written by Thomas Martin Deserno. This book was released on 2011-03-01. Available in PDF, EPUB and Kindle. Book excerpt: In modern medicine, imaging is the most effective tool for diagnostics, treatment planning and therapy. Almost all modalities have went to directly digital acquisition techniques and processing of this image data have become an important option for health care in future. This book is written by a team of internationally recognized experts from all over the world. It provides a brief but complete overview on medical image processing and analysis highlighting recent advances that have been made in academics. Color figures are used extensively to illustrate the methods and help the reader to understand the complex topics.

A Beginner’s Guide to Image Shape Feature Extraction Techniques

2019-07-25 Computers
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Release : 2019-07-25
Genre : Computers
Kind : eBook
Book Rating : 305/5 ( reviews)

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Book Synopsis A Beginner’s Guide to Image Shape Feature Extraction Techniques by : Jyotismita Chaki

Download or read book A Beginner’s Guide to Image Shape Feature Extraction Techniques written by Jyotismita Chaki. This book was released on 2019-07-25. Available in PDF, EPUB and Kindle. Book excerpt: This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification. Focussing on a shape feature extraction technique used in content-based image retrieval (CBIR), it explains different applications of image shape features in the field of content-based image retrieval. Showcasing useful applications and illustrating examples in many interdisciplinary fields, the present book is aimed at researchers and graduate students in electrical engineering, data science, computer science, medicine, and machine learning including medical physics and information technology.

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