Gesture Recognition
Principles, Techniques and Applications
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Beschreibung
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 is sufficient 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.Highlights the latest research in gesture recognition
Presents principles, techniques and applications
Written by respected experts in the field
Highlights the latest research in gesture recognition Presents principles, techniques and applications Written by respected experts in the field Includes supplementary material: sn.pub/extras
Autor*in
Amit Konar
Themen in »Gesture Recognition«
Body Language Studies Communication Body Movement Control Through Facial Gestures Gesture Recognition HMI Non-Contact