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Ugrás a tartalomra

Virtual Hand - Hand Gesture Recognition System

CímVirtual Hand - Hand Gesture Recognition System
Közlemény típusaConference Proceedings
Kiadás éve2007
SzerzőkVámossy, Z., A. Tóth, and B. Benedek
Konferencia neveIntelligent Systems and Informatics, 2007. SISY 2007. 5th International Symposium on
Oldalszám97 -102
ISBN-szám1-4244-1443-1
Kulcsszavakdeaf people, gesture recognition, hand detection, hand gesture recognition system, handicapped aids, hearing-impaired, HSV color conversation, intensity based threshold filter, neural nets, neural network, thinning skeletonization algorithm, virtual hand, virtual reality
Összefoglalás

The goal of this project to create a hand gesture recognition application, which is useful in teaching hearing-impaired or deaf people. The hardware component of the system is a stereo camera, which made from two webcams. The hand detection based on a preprocess part, that is a HSV color conversation with an intensity based threshold filter, and a main process part, which is a thinning skeletonization algorithm. The solution of the recognition process is solved by a neural network. The input layer get vectors, that are created from the main feature points of the detected hand, and the output layer represents the parameters of a three dimensional hand model.
DOI10.1109/SISY.2007.4342632
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