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The Emotion & Pain Project

Publications


    2018
  • Olugbade, T. A., Bianchi-Berthouze, N., Marquardt, N., & Williams, A. C. Human Observer and Automatic Assessment of Movement Related Self-Efficacy in Chronic Pain: from Movement to Functional Activity in IEEE Transactions on Affective Computing (2018)

    2017
  • Singh, A., Bianchi-Berthouze, N., and Williams, A. C. Supporting Everyday Function in Chronic Pain Using Wearable Technology in Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 3903–3915, (ACM CHI 2017)

    2015
  • Singh A., Piana, S., Pollarolo, D., Volpe, G., Varni, G., Tajadura- Jiménez, A., Williams, A.CdeC. Camurri, A. and Bianchi-Berthouze, N. Go-with-the-flow: Tracking, Analysis and Sonification of Movement and Breathing to Build Confidence in Activity Despite Chronic Pain in HCI, 2015

  • Olugbade, T. A., Bianchi-Berthouze, N., Marquardt, N. and Williams, A.CdeC. Pain Level Recognition using Kinematics and Muscle Activity for Physical Rehabilitation in Chronic Pain in IEEE Proceedings of International Conference on Affective Computing & Intelligent Interaction, 2015.

  • Felipe, S., Singh, A., Bradley, C., Williams, A., & Bianchi-Berthouze, N. (2015). Roles for personal informatics in chronic pain in Pervasive Health’15.

  • Aung, M. S. H., Kaltwang, S., Romera-Paredes, B., Martinez, B., Singh, A., Cella, M., Valstar, M., Meng, H., Kemp, A., Shafizadeh, M., Elkins, A. C., Kanakam, N., Rothschild, A. de, Tyler, N., Watson, P. J., Williams, A. C. de C., Pantic, M., Bianchi-Berthouze, N.(2015). The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset in IEEE Trans. Affective Computing, 2015. (to appear).

    2014
  • Olugbade, T. A., Aung, M. S. H., Marquardt, N., de C. Williams, A. C., and Bianchi-Berthouze, N. (2014). Bi-Modal Detection of Painful Reaching for Chronic Pain Rehabilitation Systems in Proceedings of the International Conference on Multimodal Interaction, 455-458.​

  • Singh, A., Klapper, A., Jia, J., Fidalgo, A., Tajadura-Jimenez, A., Kanakam, N., Bianchi-Berthouze, N., Williams, A. (2014). Motivating People with Chronic Pain to do Physical Activity: Opportunities for Technology Design in Proceedings of the 32nd ACM Conference on Human Factors in Computing Systems (ACM CHI 2014).

  • M.S.H. Aung, N. Bianchi-Berthouze, P. Watson, A. CdeC. Williams. (2014).Automatic Recognition of Fear-Avoidance Behaviour in Chronic Pain Physical Rehabilitation. Accepted for 8th Int. Conf. on Pervasive Computing Technologies for Healthcare.

  • Singh, A., Bianchi-Berthouze, N., Williams, A. (2014) Walk a mile in my shoes: reflecting on studies with people with chronic pain CHI 2014 Workshop: Enabling empathy: 32nd ACM Conference on Human Factors in Computing Systems.

  • Singh, A., Bianchi-Berthouze, N., Williams, A. (2014) One size fits none! Making affective state a key variable of behaviour change technology for chronic pain CHI 2014 Workshop: Personalising behaviour change: 32nd ACM Conference on Human Factors in Computing Systems.

    2013
  • Jiang,B., Valstar,M. F., Martinez,B., Pantic, M., 2013. Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modelling. IEEE Transactions of Systems, Man and Cybernetics -- Part B. Accepted.

  • Romera-Paredes, B., Aung, M.S.H., Bianchi-Berthouze, N., Pontil, M., (2013). Multilinear Multi-task Learning. International Conference on Machine Learning, ICML 2013. Atlanta, USA.

  • Romera-Paredes, B., Aung, M.S.H., Bianchi-Berthouze, N. (2013). A One-Vs-One Classifier Ensemble with Majority Voting for Activity Recognition. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2013. Bruges, Belgium, (Winner of ESANN 2013 European Competition on Automatic Human Activity Recognition).

  • Romera-Paredes, B., Aung, M.S.H., Pontil, M., CdeC Williams, A., Bianchi-Berthouze, N., Watson, P., (2013). Transfer Learning to Account for Idiosyncrasy in Face and Body Expressions. Automatic Face and Gesture Recognition, 10th IEEE FG 2013. Shangai, China.

  • L., Aung, M. S. H., Romera-Paredes, B., Singh, A., Lim, S., Kanakam, N., CdeC Williams, A., Bianchi-Berthouze, N. (2013). Getting rid of pain-related behaviour to improve social and self perception: a technology-based perspective. The 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Services (WIAMIS) 2013. .

  • Meng, H., Bianchi-Berthouze, N. (2013). Affective state level recognition in naturalistic facial and vocal expressions.IEEE Transactions on Systems, Man and Cybernetics Part B: Cybernetics

    2012
  • Singh, A., Swann-Sternberg, T., Bianchi-Berthouze, N., Williams, A.C.D.C., Pantic, M., Watson, P.(2012). Emotion and pain: interactive technology to motivate physical activity in people with chronic pain. CHI 2012 Workshop: Interaction Design and Emotional Wellbeing: 30th ACM Conference on Human Factors in Computing Systems

  • Swann-Sternberg, T., Singh, A., Bianchi-Berthouze, N., Williams, A.C.D.C., 2012. User needs for technology supporting physical activity in chronic pain. In Proceedings of the 2012 ACM annual conference extended abstracts on Human Factors in Computing Systems Extended Abstracts (CHI EA '12).

  • Romera-Paredes, B., Argyriou, A., Williams, A.C.D.C., Bianchi-Berthouze, N., Pontil, M., 2012. Automatic Recognition of Facial Expressions. In: IASP 14th World Congress on Pain, 27 August - 31 August 2012, Milan, Italy.

  • Singh, A., Swann-Sternberg, T., Bianchi-Berthouze, N., Williams, A.C.D.C., 2012. Interactive Technology to Support Physical Activity in People With Chronic Musculoskeletal Pain: What Users Want. In: IASP 14th World Congress on Pain, 27 August - 31 August 2012, Milan, Italy.

  • Martinez,B., Valstar,M. F., Binefa,X., Pantic,M., 2012.IEEE Transactions on Pattern Analysis and Machine Intelligence.(in press).

  • Kaltwang,S., Rudovic,O., Pantic,M., 2012. Continuous Pain Intensity Estimation from Facial Expressions. Advances in Visual Computing. Springer, Heidelberg, 7432: pp. 368 - 377.

  • Jiang,B., Valstar,M. F., Pantic, M., 2012. Facial Action Detection using Block-based Pyramid Appearance Descriptors. Proceedings of the ASE/IEEE International Conference on Social Computing (SocialCom 2012). Amsterdam, The Netherlands, September 2012.

  • Romera-Paredes, B., Argyriou, A., Bianchi-Berthouze, N., Pontil, M., (2012). Exploiting Unrelated Tasks in Multi-Task Learning. Artificial Intelligence and Statistics, AISTATS 2012. La Palma, Spain.

    2011
  • Shafizadeh, M., Meng, H., Bianchi-Berthouze, N. (2011). Development of a quantitative disability assessment method for people with multiple sclerosis. Proceedings of ECTRIMS/ACTRIMS 2011. [Accepted]

  • Meng, H., Romera-Paredes, B., Bianchi-Berthouze, N. (2011). Emotion Recognition by Two View SVM_2K Classifier on Dynamic Facial Expression Features. Proceedings of the 9th IEEE International Conference on Face and Gesture Recognition (FG'11), FERA 2011 - Workshop on Facial Expression Recognition and Analysis Challenge. ( pp.854-859).

  • Meng, H., Kleinsmith, A., Bianchi-Berthouze, N. Multi-score Learning for Affect Recognition: the Case of Body Postures. Proceedings of Int. Conference on Affective Computing And Intelligent Interaction, Springer, 2011