TY  - BOOK
AU  - Konar,Amit
AU  - Saha,Sriparna
ED  - SpringerLink (Online service)
TI  - Gesture Recognition: Principles, Techniques and Applications 
T2  - Studies in Computational Intelligence,
SN  - 9783319622125
AV  - Q342 
U1  - 006.3 23
PY  - 2018///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Computational intelligence
KW  - Artificial intelligence
KW  - User interfaces (Computer systems)
KW  - Pattern recognition
KW  - Computational Intelligence
KW  - Artificial Intelligence
KW  - User Interfaces and Human Computer Interaction
KW  - Pattern Recognition
N1  - Acceso multiusuario; Introduction -- Radon Transform based Automatic Posture Recognition in Ballet Dance -- Fuzzy Image Matching Based Posture Recognition in Ballet Dance -- Gesture Driven Fuzzy Interface System For Car Racing Game -- Type-2 Fuzzy Classifier based Pathological Disorder Recognition -- Probabilistic Neural Network based Dance Gesture Recognition -- Differential Evolution based Dance Composition -- EEG-Gesture based Artificial Limb Movement for Rehabilitative Applications -- Conclusions and Future Directions -- Index
N2  - 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
UR  - http://148.231.10.114:2048/login?url=https://doi.org/10.1007/978-3-319-62212-5
ER  -