JOURNAL ARTICLE

Hand Sign Language Detection Using Machine Learning

Sunil L. BangareRohit P. GaikwadMehtab Begum SiddiquiOmkar M. GhagAkash R. Tarote

Year: 2022 Journal:   International Journal of Advanced Research in Science Communication and Technology Pages: 831-835   Publisher: Shivkrupa Publication's

Abstract

Hearing loss affects millions of people all over the world. This big number highlights the significance of developing a sign language recognition system that converts sign language to text so that it may be understood without the use of a translation. Based on Sign Language, the CNN Algorithm is proposed. Sign Language is a kind of communication in which we use hand movements and gestures to communicate with persons who are mostly deaf and dumb.

Keywords:
Sign language Gesture Sign (mathematics) Computer science Gesture recognition Machine translation American Sign Language Speech recognition Natural language processing Artificial intelligence Linguistics Mathematics

Metrics

1
Cited By
0.15
FWCI (Field Weighted Citation Impact)
20
Refs
0.44
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Hand Gesture Recognition Systems
Physical Sciences →  Computer Science →  Human-Computer Interaction
Computer Science and Engineering
Physical Sciences →  Computer Science →  Artificial Intelligence
Human Pose and Action Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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