[HTML][HTML] Automatic classification of activities in classroom videos

JK Foster, M Korban, P Youngs, GS Watson… - … and Education: Artificial …, 2024 - Elsevier
Classroom videos are a common source of data for educational researchers studying
classroom interactions as well as a resource for teacher education and professional …

Optimal Capacity and Charging Scheduling of Battery Storage through Forecasting of Photovoltaic Power Production and Electric Vehicle Charging Demand with …

F Aksan, V Suresh, P Janik - Energies, 2024 - mdpi.com
The transition from internal combustion engine vehicles to electric vehicles (EVs) is gaining
momentum due to their significant environmental and economic benefits. This study …

STAR-3D: A Holistic Approach for Human Activity Recognition in the Classroom Environment

V Sharma, M Gupta, A Kumar, D Mishra - Information, 2024 - mdpi.com
The video camera is essential for reliable activity monitoring, and a robust analysis helps in
efficient interpretation. The systematic assessment of classroom activity through videos can …

A visual intelligent system for students' behavior classification using body pose and facial features in a smart classroom

C Pabba, V Bhardwaj, P Kumar - Multimedia Tools and Applications, 2024 - Springer
Developing intelligent visual systems for next-generation smart classrooms has become an
active area of research in computer vision. Advances in computer vision and deep learning …

Recognizing Classroom Activities from Videos Using Hybrid 3d-Convolutional Neural Networks and Leveraging Grad-Cam to Visualize Classroom Action Features

Y Rajamanickam, J Fogarty, R Rajalakshmi… - Available at SSRN … - papers.ssrn.com
In the era of advanced computer vision technology, it is possible to use automatic methods
to detect and classify student and teacher activities in classroom environments, providing …