Transfer learning enhanced vision-based human activity recognition: A decade-long analysis

A Ray, MH Kolekar, R Balasubramanian… - International Journal of …, 2023 - Elsevier
The discovery of several machine learning and deep learning techniques has paved the
way to extend the reach of humans in various real-world applications. Classical machine …

Transfer learning and its extensive appositeness in human activity recognition: A survey

A Ray, MH Kolekar - Expert Systems with Applications, 2024 - Elsevier
In this competitive world, the supervision and monitoring of human resources are primary
and necessary tasks to drive context-aware applications. Advancement in sensor and …

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
Develo** 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 …

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 …

An image classification algorithm for football players' activities using deep neural network

X Li, R Ullah - Soft Computing, 2023 - Springer
Football (soccer) stands as the world's most popular sport, enthralling millions of fans
globally. Within the dynamic sphere of modern football, gaining comprehensive insights into …

Automatic classification of activities in classroom videos

JK Foster, M Korban, P Youngs… - Computers and …, 2024 - digitalcommons.odu.edu
Classroom videos are a common source of data for educational researchers studying
classroom interactions as well as a resource for teacher education and professional …

Employing automatic content recognition for teaching methodology analysis in classroom videos

MA Rafique, F Khaskheli, MT Hassan, S Naseer… - Plos one, 2022 - journals.plos.org
A teacher plays a pivotal role in grooming a society and paves way for its social and
economic developments. Teaching is a dynamic role and demands continuous adaptation …

[PDF][PDF] State-of-the-art violence detection techniques: a review

M Biswas, AH Jibon, M Kabir, K Mohima… - Asian Journal of …, 2022 - researchgate.net
Surveillance systems are playing a significant role in law enforcement and city safety. It is
important to detect violent and suspicious behaviors automatically in video surveillance …

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 …

BISAP: A student academic performance prediction model based on the fusion of classroom behavior images and educational information

C Feng, J Liu, J Wang, Y Ding, W Ji - Education and Information …, 2024 - Springer
Student academic performance prediction is a significant area of study in the realm of
education that has drawn the interest and investigation of numerous scholars. The current …