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EnglishThis paper presents a real-time hand gesture recognizer based on a color glove. The recognizer is formed by three modules. The first module, fed by the frame acquired by a webcam, identifies the hand image in the scene. The second module, a feature extractor, represents the image by a nine-dimensional feature vector. The third module, the classifier, is performed by means of Learning Vector Quantization. The recognizer, tested on a dataset of 907 hand gestures, has shown very high recognition rate.
| Titolo: | Real-Time Hand Gesture Recognition Using a Color Glove. |
| Autori: | |
| Data di pubblicazione: | 2011 |
| Rivista: | |
| Abstract: | This paper presents a real-time hand gesture recognizer based on a color glove. The recognizer is formed by three modules. The first module, fed by the frame acquired by a webcam, identifies the hand image in the scene. The second module, a feature extractor, represents the image by a nine-dimensional feature vector. The third module, the classifier, is performed by means of Learning Vector Quantization. The recognizer, tested on a dataset of 907 hand gestures, has shown very high recognition rate. |
| Handle: | http://hdl.handle.net/11367/25252 |
| ISBN: | 9783642240843 |
| Appare nelle tipologie: | 2.1 Contributo in volume (Capitolo o Saggio) |
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