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Gesture recognition = principles, te...

Saha, Sriparna.

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Gesture recognition = principles, techniques and applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Gesture recognition/ by Amit Konar, Sriparna Saha.
Reminder of title:	principles, techniques and applications /
Author:	Konar, Amit.
other author:	Saha, Sriparna.
Published:	Cham :Springer International Publishing : : 2018.,
Description:	xviii, 276 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer eBooks
Subject:	Pattern recognition systems. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-62212-5
ISBN:	9783319622125

Gesture recognition = principles, 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.724..

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

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

527885
Pattern recognition systems.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.4

Gesture recognition = principles, techniques and applications /
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100 1 $a Konar, Amit. $3 891217
245 1 0 $a Gesture recognition $h [electronic resource] : $b principles, techniques and applications / $c by Amit Konar, Sriparna Saha.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a xviii, 276 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-949X ; $v v.724
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.
650 0 $a Pattern recognition systems. $3 527885
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650 2 4 $a Artificial Intelligence (incl. Robotics) $3 890894
650 2 4 $a User Interfaces and Human Computer Interaction. $3 892554
650 2 4 $a Pattern Recognition. $3 891045
700 1 $a Saha, Sriparna. $3 3295541
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