An efficient violence detection system from video clips using ConvLSTM and keyframe extraction

SK Parui, SK Biswas, S Das… - … on Internet of …, 2023 - ieeexplore.ieee.org
Monitoring systems are becoming more crucial for city security, specifically to address any
kind of violence. Manual detection of violence through video surveillance requires well …

Occlusion robust sign language recognition system for indian sign language using CNN and pose features

S Das, SK Biswas, B Purkayastha - Multimedia Tools and Applications, 2024 - Springer
Abstract The Sign Language Recognition System (SLRS) is a cutting-edge technology that
aims to enhance communication accessibility for the deaf community in India by replacing …

Video-Based Sign Language Recognition via ResNet and LSTM Network

J Huang, V Chouvatut - Journal of Imaging, 2024 - mdpi.com
Sign language recognition technology can help people with hearing impairments to
communicate with non-hearing-impaired people. At present, with the rapid development of …

An Expert System for Indian Sign Language Recognition Using Spatial Attention–based Feature and Temporal Feature

S Das, SK Biswas, B Purkayastha - ACM Transactions on Asian and …, 2024 - dl.acm.org
Sign Language (SL) is the only means of communication for the hearing-impaired people.
Normal people have difficulty understanding SL, resulting in a communication barrier …

Indian sign language recognition system for emergency words by using shape and deep features

S Das, SK Biswas, B Purkayastha - 2023 11th International …, 2023 - ieeexplore.ieee.org
Sign Language Recognition Systems (SLRS) are an advanced communication tool that
provides a platform for the deaf community to communicate with each other or with the …

Hill-Climbing Optimization for An Efficient Indian Sign Language Recognition System using a k-means Clustering Approach for Keyframe selection

S Das, SK Biswas, B Purkayastha - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
Automatic recognition system for Sign Langauge (SL) function as an advanced means of
interaction, facilitating the interaction process between members of the deaf community and …