Optimizing Hand Gesture Recognition:: Enhanced Methods Using MFSM, MHMM, and DTW - Softcover

Kshirsagar, Ketki Prashant

 
9786208064327: Optimizing Hand Gesture Recognition:: Enhanced Methods Using MFSM, MHMM, and DTW
Softcover
ISBN 10: 6208064325 ISBN 13: 9786208064327
Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

One very interesting field of research in Pattern Recognition that has gained much attention in recent times is Gesture Recognition. Gesture may be described as the manner in which a person moves his body and limbs to express an idea or sentiment. People frequently use gestures to communicate in their day-to-day life. Therefore, gestures are a natural means of conveying information. This has motivated to use gestures for communicating with computers. Thus, gestures provide an attractive and user-friendly alternative to interface devices like keyboard, mouse and joysticks in human-computer interaction (HCI). Accordingly, the basic aim of gesture recognition research is to build a system which can identify/interpret specific human gestures automatically and use them to convey information.The main objective of this book is to study methods based on state-of-the-art techniques. The thesis addresses to the development of hand gesture recognition using Video Object Plane Generation Hand Segmentation, Modified Finite State Machine (MFSM), Modified Hidden Markov Model (MHMM) and Dynamic Time Warping (DTW).

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Über die Autorin bzw. den Autor

La dottoressa Ketki Prashant Kshirsagar ha conseguito la laurea in Ingegneria elettronica e delle telecomunicazioni presso l'Istituto di tecnologia Walchand dell'Università Shivaji di Kolhapur e il master in Elettronica e il dottorato presso l'Istituto di ingegneria e tecnologia Shri Guru Gobind Singhji di Nanded e l'Università Swami Ramanand Teerth Marathwada.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
6208064325
ISBN 13 
9786208064327
Einband
Taschenbuch
Anzahl der Seiten
96
Kontakt zum Hersteller
Presses Academiques Francophones
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland