Exploring MediaPipe optimization strategies for real-time sign language recognition

Exploring MediaPipe optimization strategies for real-time sign language recognition

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The present study meticulously investigates optimization strategies for real-time sign language recognition (SLR) employing the MediaPipe framework. We introduce an innovative multi-modal methodology, amalgamating four distinct Long Short-Term Memory (LSTM) models dedicated to processing skeletal c...

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Bibliographic Details
Main Authors:	Phuoc Thanh Nguyen, Thanh Hoang Nguyen, Ngoc Xuan Nguyen Hoang, Huynh Thanh Binh Phan, Hoang Son Hai Vu, Hieu Nhan Huynh
Format:	Article
Language:	English
Published:	Can Tho University Publisher 2023-10-01
Series:	CTU Journal of Innovation and Sustainable Development
Subjects:	LSTM, MediaPipe, How2Sign, Indian Sign Language, ISL
Online Access:	https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/716
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