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Studies in Computational Intelligence: Principles, Techniques and Applications
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Studies in Computational Intelligence: Principles, Techniques and Applications
Konar, Amit; Saha, Sriparna
This book presents a thorough analysis of gestural data extracted from raw images and/or range data with an aim to recognize the gestures conveyed by the data. It covers image morphological analysis, type-2 fuzzy logic, neural networks and evolutionary computation for classification of gestural data. The application areas include the recognition of primitive postures in ballet/classical Indian dances, detection of pathological disorders from gestural data of elderly people, controlling motion of cars in gesture-driven gaming and gesture-commanded robot control for people with neuro-motor disability.
The book is unique in terms of its content, originality and lucid writing style. Primarily intended for graduate students and researchers in the field of electrical/computer engineering, the book will prove equally useful to computer hobbyists and professionals engaged in building firmware for human-computer interfaces. A prerequisite of high school level mathematics issufficient to understand most of the chapters in the book. A basic background in image processing, although not mandatory, would be an added advantage for certain sections.
Details
Published by: Springer
Publication Date: 2018-08-18
Format: Paperback
ISBN-13: 9783319872599
DOI: 10.1007/978-3-319-62212-5
Dimensions: 235cm x155cm
Pages: 276