Multimodal Engagement Analysis from Facial Videos in the Classroom

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Multimodal Engagement Analysis from Facial Videos in the Classroom

11 January 2021

Patricia Goldberg

Ulrich Trautwein

Enkelejda Kasneci

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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 33 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 97 599 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 51 163 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 6,057 0 17 Nov 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,606 0 10 Sep 2014

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