Design and Implementation of Hand Gesture Detection System Using HM Model for Sign Language Recognition Development
Sharmin Akter Milu,
Azmath Fathima,
Tanmay Talukder
et al.
Abstract:Gesture detection is the primary and most significant step for sign language detection and sign language is the communication medium for people with speaking and hearing disabilities. This paper presents a novel method for dynamic hand gesture detection using Hidden Markov Models (HMMs) where we detect different English alphabet letters by tracing hand movements. The process involves skin color-based segmentation for hand isolation in video frames, followed by morphological operations to enhance image trajecto… Show more
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