Multimodal Engagement Analysis from Facial Videos in the Classroom

v1v2 (latest)

Multimodal Engagement Analysis from Facial Videos in the Classroom

11 January 2021

Patricia Goldberg

Ulrich Trautwein

Enkelejda Kasneci

ArXiv (abs)PDF HTML

Papers citing "Multimodal Engagement Analysis from Facial Videos in the Classroom"

18 / 18 papers shown

Title
Automated Visual Attention Detection using Mobile Eye Tracking in Behavioral Classroom Studies Efe Bozkir Christian Kosel Tina Seidel Enkelejda Kasneci 158 0 0 12 May 2025
Leveraging Multi-Modal Saliency and Fusion for Gaze Target Detection Athul M. Mathew Arshad Ali Khan Thariq Khalid Faroq AL-Tam R. Souissi 226 1 0 27 Apr 2025
VisioPhysioENet: Multimodal Engagement Detection using Visual and Physiological Signals Alakhsimar Singh Nischay Verma Kanav Goyal Amritpal Singh Puneet Kumar Xiaobai Li 109 1 0 24 Sep 2024
Leveraging Recent Advances in Deep Learning for Audio-Visual Emotion Recognition Liam Schoneveld Alice Othmani Hazem Abdelkawy 68 182 0 16 Mar 2021
Automated Anonymisation of Visual and Audio Data in Classroom Studies Ömer Sümer Peter Gerjets Ulrich Trautwein Enkelejda Kasneci 35 9 0 14 Jan 2020
Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey Sicheng Zhao Shangfei Wang M. Soleymani D. Joshi Q. Ji 49 71 0 03 Oct 2019
Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach Ognjen Rudovic Meiru Zhang Bjorn Schuller Rosalind W. Picard OffRL 66 46 0 07 Jun 2019
RetinaFace: Single-stage Dense Face Localisation in the Wild Jiankang Deng Jiaxin Guo Yuxiang Zhou Jinke Yu I. Kotsia Stefanos Zafeiriou CVBM 3DH 100 599 0 02 May 2019
Deep Learning for Human Affect Recognition: Insights and New Developments Philipp V. Rouast M. Adam R. Chiong 71 169 0 09 Jan 2019
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization Bernhard Kratzwald Stefan Feuerriegel 94 237 0 19 Apr 2018
Prediction and Localization of Student Engagement in the Wild A. Kaur Aamir Mustafa Love Mehta Abhinav Dhall 55 123 0 03 Apr 2018
Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy Ognjen Rudovic Jaeryoung Lee Miles Dai Bjorn Schuller Rosalind W. Picard 79 271 0 04 Feb 2018
Fine-Grained Head Pose Estimation Without Keypoints Nataniel Ruiz Eunji Chong James M. Rehg CVBM 3DH 76 530 0 02 Oct 2017
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 100 1,647 0 14 Aug 2017
EEG in the classroom: Synchronised neural recordings during video presentation Andreas Trier Poulsen Simon Kamronn J. Dmochowski Lucas C. Parra Lars Kai Hansen 53 163 0 11 Apr 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 173 6,060 0 17 Nov 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,611 0 10 Sep 2014