%0 Journal Article %1 IJACSA.2013.040228 %A Joyeeta Singha, Karen Das %D 2013 %J International Journal of Advanced Computer Science and Applications(IJACSA) %K (E.D.); Computer Distance Eigen Euclidean Filtering; Gesture Hand Human Interaction; Recognition; Skin value; vector. %N 2 %T Indian Sign Language Recognition Using Eigen Value Weighted Euclidean Distance Based Classification Technique %U http://ijacsa.thesai.org/ %V 4 %X Sign Language Recognition is one of the most growing fields of research today. Many new techniques have been developed recently in these fields. Here in this paper, we have proposed a system using Eigen value weighted Euclidean distance as a classification technique for recognition of various Sign Languages of India. The system comprises of four parts: Skin Filtering, Hand Cropping, Feature Extraction and Classification. 24 signs were considered in this paper, each having 10 samples, thus a total of 240 images was considered for which recognition rate obtained was 97\%.

@article{IJACSA.2013.040228, abstract = {Sign Language Recognition is one of the most growing fields of research today. Many new techniques have been developed recently in these fields. Here in this paper, we have proposed a system using Eigen value weighted Euclidean distance as a classification technique for recognition of various Sign Languages of India. The system comprises of four parts: Skin Filtering, Hand Cropping, Feature Extraction and Classification. 24 signs were considered in this paper, each having 10 samples, thus a total of 240 images was considered for which recognition rate obtained was 97\%. }, added-at = {2014-02-21T08:00:08.000+0100}, author = {{Joyeeta Singha}, Karen Das}, biburl = {https://www.bibsonomy.org/bibtex/2ab1352766877ef65f107c7e27b95ec5b/thesaiorg}, interhash = {05fe1aaedc49875e16dc0c79e0478acf}, intrahash = {ab1352766877ef65f107c7e27b95ec5b}, journal = {International Journal of Advanced Computer Science and Applications(IJACSA)}, keywords = {(E.D.); Computer Distance Eigen Euclidean Filtering; Gesture Hand Human Interaction; Recognition; Skin value; vector.}, number = 2, timestamp = {2014-02-21T08:00:08.000+0100}, title = {{Indian Sign Language Recognition Using Eigen Value Weighted Euclidean Distance Based Classification Technique}}, url = {http://ijacsa.thesai.org/}, volume = 4, year = 2013 }