Automated Indian sign language recognition system by fusing deep and handcrafted feature

S Das, SK Biswas, B Purkayastha - Multimedia Tools and Applications, 2023 - Springer
The deaf community faces some major challenges due to the communication gap with the
hearing community. The traditional approach of employing a Sign Language (SL) interpreter …

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 …

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 …

Efficient Indian sign language recognition and classification using enhanced machine learning approach

ES Soji, T Kamalakannan - International Journal of Critical …, 2024 - inderscienceonline.com
Deafness and voice impairment are two significant disabilities that make it difficult for people
to communicate in verbal languages with others in a verbally communicating population. To …

Hybrid Algorithm for Real-Time Sign Language Detection System

OK Shrestha, S Khatiwada, A Ghimire… - 2023 International …, 2023 - ieeexplore.ieee.org
This research paper suggests a machine learning-based system designed to interpret sign
languages in real-time from a video feed to help deaf and hard of hearing individuals …

An Efficient Human Action Recognition System Using Deep Learning‑Based Method

SK Parui, SK Biswas, S Das - 2023 - researchsquare.com
Human activity and action recognition are important in understanding human behavior and
have always played a significant role in social communication. Human Action Recognition …

Deployment of Image to Text Web Translator using Deep Learning on Cloud

MR Chowdary, C Vineet… - 2022 Third …, 2022 - ieeexplore.ieee.org
In the current era, even the communication technologies are ridiculously at peaks still there
is a gap in communication between certain people. It is very difficult to communicate with a …