Virtual Hand - Hand Gesture Recognition System
| Title | Virtual Hand - Hand Gesture Recognition System |
| Publication Type | Conference Proceedings |
| Year of Publication | 2007 |
| Authors | Vámossy, Z., A. Tóth, and B. Benedek |
| Conference Name | Intelligent Systems and Informatics, 2007. SISY 2007. 5th International Symposium on |
| Pagination | 97 -102 |
| ISBN Number | 1-4244-1443-1 |
| Keywords | deaf 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 |
| Abstract | 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. |
| DOI | 10.1109/SISY.2007.4342632 |