Feature Extraction and Image Processing for Computer Vision

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

Feature Extraction and Image Processing for Computer Vision - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Feature Extraction and Image Processing for Computer Vision write by Mark Nixon. This book was released on 2012-12-18. Feature Extraction and Image Processing for Computer Vision available in PDF, EPUB and Kindle. 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

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

Feature Extraction and Image Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Feature Extraction and Image Processing write by Mark Nixon. This book was released on 2013-10-22. Feature Extraction and Image Processing available in PDF, EPUB and Kindle. 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

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

Texture Feature Extraction Techniques for Image Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Texture Feature Extraction Techniques for Image Recognition write by Jyotismita Chaki. This book was released on 2019-10-24. Texture Feature Extraction Techniques for Image Recognition available in PDF, EPUB and Kindle. 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

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

Biomedical Image Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Biomedical Image Processing write by Thomas Martin Deserno. This book was released on 2011-03-01. Biomedical Image Processing available in PDF, EPUB and Kindle. 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

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

A Beginner’s Guide to Image Shape Feature Extraction Techniques - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook A Beginner’s Guide to Image Shape Feature Extraction Techniques write by Jyotismita Chaki. This book was released on 2019-07-25. A Beginner’s Guide to Image Shape Feature Extraction Techniques available in PDF, EPUB and Kindle. 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.