Adaptive Image Processing: A Computational Intelligence Perspective, Second Edition (Image Processing Series) - Hardcover

Yap, Kim-Hui; Guan, Ling; Perry, Stuart William; Wong, Hau San

Hardcover

ISBN 10: 1420084356 ISBN 13: 9781420084351

Publisher: CRC Press, 2009

Synopsis

Illustrating essential aspects of adaptive image processing from a computational intelligence viewpoint, the second edition of Adaptive Image Processing: A Computational Intelligence Perspective provides an authoritative and detailed account of computational intelligence (CI) methods and algorithms for adaptive image processing in regularization, edge detection, and early vision.

With three new chapters and updated information throughout, the new edition of this popular reference includes substantial new material that focuses on applications of advanced CI techniques in image processing applications. It introduces new concepts and frameworks that demonstrate how neural networks, support vector machines, fuzzy logic, and evolutionary algorithms can be used to address new challenges in image processing, including low-level image processing, visual content analysis, feature extraction, and pattern recognition.

Emphasizing developments in state-of-the-art CI techniques, such as content-based image retrieval, this book continues to provide educators, students, researchers, engineers, and technical managers in visual information processing with the up-to-date understanding required to address contemporary challenges in image content processing and analysis.

About this title

About the Author

Kim-Hui Yap, Ling Guan, Stuart William Perry, San Hau Wong

Edition details

• Publisher: CRC Press
• Publication date: 2009
• Language: English
• ISBN 10: 1420084356
• ISBN 13: 9781420084351
• Binding: Hardcover
• Edition number: 2
• Number of pages: 376