Gesture Recognition: Translating Hand Symbols into Meaningful Names

Chintalapudi, Sujitha and Vasundhara, Karri and Potnuru, Sarayu and Sandanala, Bhagyasri Raja Rajeswari Devi and Kaushik, Adiraju Raj Narayan and Nukala, B.C.S.N. Murthy (2025) Gesture Recognition: Translating Hand Symbols into Meaningful Names. In: Proceedings of the 4th International Conference on Information Technology, Civil Innovation, Science, and Management, ICITSM 2025, 28-29 April 2025, Tiruchengode, Tamil Nadu, India, Part II.

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Abstract

This paper introduces a novel approach to gesture recognition tailored to empower individuals with hearing impairments. Leveraging a hybrid CNN+LSTM architecture, our model learns directly from user-provided gestures, bypassing the need for pre-existing datasets and enabling real-time adaptation. Th

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 20:20
Last Modified: 16 Apr 2026 15:51
URI: http://eprints.eai.eu/id/eprint/60226

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