Automatic physical activity recognition using multichannel, fusion CNN-BiGRU- Bahdanau attention networks

Medical Engineering & Physics 2026

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Authors: Deepjyoti Kalita, Abhipsha Dash, Hrishita Sharma, Khalid Baig Mirza
DOI: 10.1088/1873-4030/ae1f88
Cited by: 0
References: 38

Abstract

1 score of 99.55% when combined with the extra trees classifier in the proposed fusion architecture which is better compared to existing models in recognizing undeclared physical activity types.

Fields of Study & Subjects

Context-Aware Activity Recognition Systems Physical Activity and Health Gait Recognition and Analysis

Publication details

Journal / source
Medical Engineering & Physics
Volume
147
Issue
1
Pages
015015–015015
Publication date
1 January 2026
Language
EN