Automatic detection of teacher behavior in classroom videos using AlphaPose and Faster R-CNN algorithms

This study proposes an automated classification framework for evaluating teacher behavior in classroom settings by integrating AlphaPose and Faster region-based convolutional neural networks (R-CNN) algorithms. The method begins by applying AlphaPose to classroom video footage to extract detailed sk...

Full description

Bibliographic Details

Published in:	PeerJ Computer Science
Main Authors:	Jing Huang, Harwati Hashim, Helmi Norman, Mohammad Hafiz Zaini, Xiaojun Zhang
Format:	Article
Language:	English
Published:	PeerJ Inc. 2025-05-01
Subjects:	Automatic detection Faster R-CNN AlphaPose Teacher behavior recognition
Online Access:	https://peerj.com/articles/cs-2933.pdf