Real-Time Four-Category Student Engagement Classification from a Single Webcam Using a Hybrid ResNet and Geometric Feature Network

P Sidhu Venkat, CH Bharat Kumar, CH V V Ramana, N Thirupathi Rao, Ayman Aljarbouh, Faten Khalid Karim, Aseel Smerat, Samih M. Mostafa

Open source

DOI
10.3791/73612
Published
2026-10-30
Container
Journal of Visualized Experiments
Publisher
MyJove Corporation
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.3791/73612,
  title = {Real-Time Four-Category Student Engagement Classification from a Single Webcam Using a Hybrid ResNet and Geometric Feature Network},
  author = {P Sidhu Venkat and CH Bharat Kumar and CH V V Ramana and N Thirupathi Rao and Ayman Aljarbouh and Faten Khalid Karim and Aseel Smerat and Samih M. Mostafa},
  year = {2026},
  journal = {Journal of Visualized Experiments},
  doi = {10.3791/73612},
  url = {https://doi.org/10.3791/73612}
}

RIS

TY  - JOUR
TI  - Real-Time Four-Category Student Engagement Classification from a Single Webcam Using a Hybrid ResNet and Geometric Feature Network
AU  - P Sidhu Venkat
AU  - CH Bharat Kumar
AU  - CH V V Ramana
AU  - N Thirupathi Rao
AU  - Ayman Aljarbouh
AU  - Faten Khalid Karim
AU  - Aseel Smerat
AU  - Samih M. Mostafa
PY  - 2026
JO  - Journal of Visualized Experiments
DO  - 10.3791/73612
UR  - https://doi.org/10.3791/73612
ER  - 

APA

Venkat, P. S., Kumar, C. B., Ramana, C. V. V., Rao, N. T., Aljarbouh, A., Karim, F. K., Smerat, A., & Mostafa, S. M. (2026). Real-Time Four-Category Student Engagement Classification from a Single Webcam Using a Hybrid ResNet and Geometric Feature Network. Journal of Visualized Experiments. https://doi.org/10.3791/73612

Source records