International Journal For Multidisciplinary Research

E-ISSN: 2582-2160   •   Impact Factor: 9.24

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

Call for Paper Volume 7, Issue 2 (March-April 2025) Submit your research before last 3 days of April to publish your research paper in the issue of March-April.
Submit Research Paper Join as a Reviewer

Plagiarism is checked by the leading plagiarism checker TurnItIn

Call for Paper

Volume 7 Issue 2
March-April 2025

Submit your research paper

Indexing Partners
Academia Advanced Sciences Index Bielefeld Academic Search Engine CiteSeer DRJI Google Scholar Independent Search Engine & Directory Network ISI (International Scientific Indexing) Issuu Mendeley Research Networks
RefSeek ResearcherId - Thomson Reuters ResearchGate Scirus Scribd Semantic Scholar UTeM - Universiti Teknikal Malaysia Melaka Wiki for Call for Papers WorldCat Zenodo

Bridging The Communication Gap: Ai-Powered Dual-Mode Isl Gesture Recognition

Author(s) Prof. Shruthi B Gowda, Usha K, Ananya C K, Apeksha A Babu, Yuktha Varshini B D
Country India
Abstract Indian Sign Language (ISL) communication faces challenges due to the absence of efficient translation systems, limiting accessibility for the hearing and speech impaired. An advanced dual-mode gesture recognition system can bridge this gap. Existing ISL translation systems lack real-time adaptability and struggle with complex gestures, reducing accuracy and usability. study aims to develop an AI-powered dual-mode gesture recognition system that integrates vision-based and sensor-based techniques to enhance ISL translation accuracy and efficiency. A hybrid approach combining deep learning-based image processing for hand gesture recognition and wearable sensors for motion tracking is implemented. Data is collected from diverse ISL signers and processed using neural networks. proposed system demonstrated improved recognition accuracy, faster processing time, and better adaptability to varying lighting conditions and signer variations compared to traditional methods. research contributes to developing a more inclusive and efficient ISL translation system, enhancing communication accessibility. Future advancements can focus on real-time implementation and multilingual sign language support.
Keywords Indian Sign Language, Dual-Mode Recognition, Gesture Translation, Deep Learning, Accessibility
Field Computer > Artificial Intelligence / Simulation / Virtual Reality
Published In Volume 7, Issue 2, March-April 2025
Published On 2025-03-29
View / Download PDF File

Share this



E-ISSN 2582-2160
CrossRef

CrossRef DOI is assigned to each research paper published in our journal.

IJFMR DOI prefix is
10.36948/ijfmr

Downloads
Research Paper Format Copyright Permission Form and Undertaking Form Cover Page Vol 7 Isu 2Cover Page Vol 7 Isu 1Cover Page Vol 6 Isu 6

All research papers published on this website are licensed under Creative Commons Attribution-ShareAlike 4.0 International License, and all rights belong to their respective authors/researchers.

CC-BY-SA Open Access

About IJFMR
Fees & Payment
Current Issue
Publication Archive 		Submit Research Paper
Track Submission Status
Publication Guidelines
Publication Ethics
Peer Review & Plagiarism 		Join as a Reviewer
Editors & Reviewers
Reviewer Referral Program
Get Reviewer Membership Certi. 		Website/Journal Policies
Usage Policy
Content Policies
Privacy Policy
Contact Us +91-9687-828-838 editor@ijfmr.com