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Gesture recognitionprinciples, techn...

Konar, Amit.

Gesture recognitionprinciples, techniques and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Gesture recognitionby Amit Konar, Sriparna Saha.
其他題名:	principles, techniques and applications /
作者:	Konar, Amit.
其他作者:	Saha, Sriparna.
出版者:	Cham :Springer International Publishing :2018.
面頁冊數:	xviii, 276 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
標題:	Pattern recognition systems.
電子資源:	http://dx.doi.org/10.1007/978-3-319-62212-5
ISBN:	9783319622125$q(electronic bk.)

Gesture recognitionprinciples, techniques and applications /
Konar, Amit.

Gesture recognitionprinciples, techniques and applications /[electronic resource] :by Amit Konar, Sriparna Saha. - Cham :Springer International Publishing :2018. - xviii, 276 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v.7241860-949X ;. - Studies in computational intelligence ;v. 216..

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.

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.

ISBN: 9783319622125$q(electronic bk.)

Standard No.: 10.1007/978-3-319-62212-5doiSubjects--Topical Terms:

183725
Pattern recognition systems.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.4

Gesture recognitionprinciples, techniques and applications /
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505 0 $a 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.
520 $a 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.
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