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Soft Computing for Image and Multimedia Data Processing
ISBN-13:
9783642402555
Veröffentl:
2013
Seiten:
267
Autor:
Siddhartha Bhattacharyya
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
Proper analysis of image and multimedia data requires efficient extraction and segmentation techniques. Among the many computational intelligence approaches, the soft computing paradigm is best equipped with several tools and techniques that incorporate intelligent concepts and principles. This book is dedicated to object extraction, image segmentation, and edge detection using soft computing techniques with extensive real-life application to image and multimedia data.
Chap. 1 Introduction.- Chap. 2 Transformation-Invariant Image Recognition Using Multilayer Perceptron.- Chap. 3 Energy Efficient Intelligent Lighting Control Using a Multilayer Perceptron.- Chap. 4 Target Tracking Using Fuzzy Hostility Induced Segmentation of Optical Flow Field.- Chap. 5 Binary Object Extraction by Bidirectional Self-organizing Neural Network Architecture.- Chap. 6 Multilevel Object Extraction by BDSONN Architecture.- Chap. 7 Color Object Extraction by Parallel BDSONN Architecture.- Chap. 8 Gray-Scale Image Edge Detection Using Rough Sets.- References.- Index.
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