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Feature Extraction and Image Processing

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Feature Extraction and Image Processing

Mark Nixon, Alberto Aguado

ISBN 0750650788
Pages 350

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.

Preface; Introduction; Images, sampling and frequency domain processing; Basic image processing operations; Low-level feature extraction (including edge detection); Feature extraction by shape matching; Flexible shape extraction (snakes and other techniques); Object description; Introduction to texture description, segmentation and classification; Appendices; Index