We witness many people who face disabilities like being deaf, dumb, blind etc. They a lot of challenges and difficulties trying to interact communicate with others. This paper presents new technique by providing virtual solution without making use any sensors. Histogram Oriented Gradient (HOG) along Artificial Neural Network (ANN) have been implemented. The user makes web camera, which takes in...

Abstract The focus of this work is sign spotting –given a video an isolated sign, our task to identify whether and where it has been signed in continuous, co-articulated language video. To achieve task, we train model using multiple types available supervision by: (1) watching existing footage which sparsely labelled mouthing cues; (2) reading associated subtitles (readily translations the cont...