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AgreementLearning: An End-to-End Framework for Learning with Multiple Annotators without Groundtruth


Sep 08, 2021
Chongyang Wang, Yuan Gao, Chenyou Fan, Junjie Hu, Tin Lun Lam, Nicholas D. Lane, Nadia Bianchi-Berthouze

* Submitted to AAAI'22 

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Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data


Nov 16, 2020
Chongyang Wang, Yuan Gao, Akhil Mathur, Amanda C. De C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze


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Multimodal Data Fusion based on the Global Workspace Theory


Jan 26, 2020
Cong Bao, Zafeirios Fountas, Temitayo Olugbade, Nadia Bianchi-Berthouze

* 11 pages, 5 figures 

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Physiological and Affective Computing through Thermal Imaging: A Survey


Aug 27, 2019
Youngjun Cho, Nadia Bianchi-Berthouze


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Learning Bodily and Temporal Attention in Protective Movement Behavior Detection


Apr 24, 2019
Chongyang Wang, Min Peng, Temitayo A. Olugbade, Nicholas D. Lane, Amanda C. De C. Williams, Nadia Bianchi-Berthouze

* 7 pages, 3 figures, 2 tables, submitted to ACII 2019 

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Automatic Detection of Protective Behavior in Chronic Pain Physical Rehabilitation: A Recurrent Neural Network Approach


Feb 24, 2019
Chongyang Wang, Temitayo A. Olugbade, Akhil Mathur, Amanda C. De C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze

* 25 pages, 9 figures, 7 tables, Submitted to IMWUT 

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Instant Automated Inference of Perceived Mental Stress through Smartphone PPG and Thermal Imaging


Dec 21, 2018
Youngjun Cho, Simon J. Julier, Nadia Bianchi-Berthouze

* Accepted by Journal of Medical Internet Research (JMIR) Mental Health - Special Issue on Computing and Mental Health (2018) 

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Automatic Detection of Reflective Thinking in Mathematical Problem Solving based on Unconstrained Bodily Exploration


Dec 18, 2018
Temitayo A. Olugbade, Joseph Newbold, Rose Johnson, Erica Volta, Paolo Alborno, Radoslaw Niewiadomski, Max Dillon, Gualtiero Volpe, Nadia Bianchi-Berthouze


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Deep Thermal Imaging: Proximate Material Type Recognition in the Wild through Deep Learning of Spatial Surface Temperature Patterns


Mar 06, 2018
Youngjun Cho, Nadia Bianchi-Berthouze, Nicolai Marquardt, Simon J. Julier

* Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems 

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Robust tracking of respiratory rate in high-dynamic range scenes using mobile thermal imaging


Sep 20, 2017
Youngjun Cho, Simon J. Julier, Nicolai Marquardt, Nadia Bianchi-Berthouze

* Biomedical Optics Express, 2017 
* Vol. 8, No. 10, 1 Oct 2017, Biomedical Optics Express 4480 - Full abstract can be found in this journal article (due to limited word counts of 'arXiv abstract') 

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DeepBreath: Deep Learning of Breathing Patterns for Automatic Stress Recognition using Low-Cost Thermal Imaging in Unconstrained Settings


Aug 20, 2017
Youngjun Cho, Nadia Bianchi-Berthouze, Simon J. Julier

* Submitted to "2017 7th International Conference on Affective Computing and Intelligent Interaction (ACII)" - ACII 2017 

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Believing in BERT: Using expressive communication to enhance trust and counteract operational error in physical Human-Robot Interaction


Jun 22, 2016
Adriana Hamacher, Nadia Bianchi-Berthouze, Anthony G. Pipe, Kerstin Eder

* 8 pages, 4 figures 

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