Automated Measurement of Engagement Level of Children with Autism Spectrum Conditions during Human-robot Interaction

Pubblicazioni

Conference proceedings (15)

RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction

Autori: E. C. Ferrer, O. Rudovic, T. Hardjono, A. Pentland
Pubblicato in: The 10th International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED 2018), 2018
Editore: ThinkMind Digital Library

Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression

Autori: K. Peterson, O. Rudovic, R. Guerrero, R. W. Picard
Pubblicato in: NIPS'W on Machine Learning for Health, 2017
Editore: arxiv

Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning

Autori: D. L. Martinez, O. Rudovic, R. W. Picard
Pubblicato in: NIPS'W on Machine Learning for Health, 2017
Editore: arxiv

Personalized Gaussian Processes for Forecasting of Alzheimer’s Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13)

Autori: Yuria Utsumil, Ognjen Oggi Rudovicl, Kelly Petersonl, Ricardo Guerrero, Rosalind W. Picardl
Pubblicato in: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, Page(s) 4007-4011, ISBN 978-1-5386-3646-6
Editore: IEEE
DOI: 10.1109/embc.2018.8513253

DeepSpace: Mood-Based Image Texture Generation for Virtual Reality from Music

Autori: Misha Sra, Prashanth Vijayaraghavan, Ognjen Rudovic, Pattie Maes, Deb Roy
Pubblicato in: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017, Page(s) 2289-2298, ISBN 978-1-5386-0733-6
Editore: IEEE
DOI: 10.1109/cvprw.2017.283

PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories

Autori: Behnam Gholami, Ognjen Rudovic, Vladimir Pavlovic
Pubblicato in: 2017 IEEE International Conference on Computer Vision (ICCV), 2017, Page(s) 3601-3610, ISBN 978-1-5386-1032-9
Editore: IEEE
DOI: 10.1109/iccv.2017.387

GIFGIF+: Collecting emotional animated GIFs with clustered multi-task learning

Autori: Weixuan Chen, Ognjen Oggi Rudovic, Rosalind W. Picard
Pubblicato in: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII), 2017, Page(s) 510-517, ISBN 978-1-5386-0563-9
Editore: IEEE
DOI: 10.1109/acii.2017.8273647

NAO-Dance Therapy for Children with ASD

Autori: Ryo Suzuki, Jaeryoung Lee, Ognjen Rudovic
Pubblicato in: Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction - HRI '17, 2017, Page(s) 295-296, ISBN 9781-450348850
Editore: ACM Press
DOI: 10.1145/3029798.3038354

Personalized Automatic Estimation of Self-Reported Pain Intensity from Facial Expressions

Autori: Daniel Lopez Martinez, Ognjen Rudovic, Rosalind Picard
Pubblicato in: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2017, Page(s) 2318-2327, ISBN 978-1-5386-0733-6
Editore: IEEE
DOI: 10.1109/cvprw.2017.286

DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding

Autori: Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Bjorn Schuller, Maja Pantic
Pubblicato in: 2017 IEEE International Conference on Computer Vision (ICCV), 2017, Page(s) 3209-3218, ISBN 978-1-5386-1032-9
Editore: IEEE
DOI: 10.1109/iccv.2017.346

Deep Structured Learning for Facial Action Unit Intensity Estimation

Autori: Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Bjoern Schuller, Maja Pantic
Pubblicato in: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, Page(s) 5709-5718, ISBN 978-1-5386-0457-1
Editore: IEEE
DOI: 10.1109/cvpr.2017.605

Unsupervised domain adaptation with copula models

Autori: Cuong D. Tran, Ognjen Oggi Rudovic, Vladimir Pavlovic
Pubblicato in: 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP), 2017, Page(s) 1-6, ISBN 978-1-5090-6341-3
Editore: IEEE
DOI: 10.1109/mlsp.2017.8168131

Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes

Autori: Rudovic, O., Utsumi, Y., Guerrero, R., Peterson, K., Rueckert, D., Picard, R. W.
Pubblicato in: Machine Learning for Healthcare Conference, 2019
Editore: ML4HC

Personalized Estimation of Engagement from Videos Using Active Learning with Deep Reinforcement Learning

Autori: Rudovic, O., Park, H-W., Busche, J., Schuller, B. , Breazeal, C., Picard, R. W.
Pubblicato in: IEEE CVPR -AMFG W, 2019
Editore: IEEE

Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach

Autori: Ognjen Rudovic, Meiru Zhang, Bjorn Schuller, Rosalind Picard
Pubblicato in: 2019 International Conference on Multimodal Interaction on - ICMI '19, 2019, Page(s) 6-15, ISBN 9781-450368605
Editore: ACM Press
DOI: 10.1145/3340555.3353742

Book chapters (1)

A Mixture of Personalized Experts for Human Affect Estimation

Autori: Michael Feffer, Ognjen Rudovic, Rosalind W. Picard
Pubblicato in: Machine Learning and Data Mining in Pattern Recognition, 10935, 2018, Page(s) 316-330, ISBN 978-3-319-96132-3
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-96133-0_24

Peer reviewed articles (7)

Gaussian Process Domain Experts for Modeling of Facial Affect

Autori: Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
Pubblicato in: IEEE Transactions on Image Processing, 26/10, 2017, Page(s) 4697-4711, ISSN 1057-7149
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2017.2721114

Multi-Instance Dynamic Ordinal Random Fields for Weakly Supervised Facial Behavior Analysis

Autori: Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Pubblicato in: IEEE Transactions on Image Processing, 27/8, 2018, Page(s) 3969-3982, ISSN 1057-7149
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2018.2830189

Personalized machine learning for robot perception of affect and engagement in autism therapy

Autori: Ognjen Rudovic, Jaeryoung Lee, Miles Dai, Björn Schuller, Rosalind W. Picard
Pubblicato in: Science Robotics, 3/19, 2018, Page(s) eaao6760, ISSN 2470-9476
Editore: Science
DOI: 10.1126/scirobotics.aao6760

Measuring Engagement in Robot-Assisted Autism Therapy: A Cross-Cultural Study

Autori: Ognjen Rudovic, Jaeryoung Lee, Lea Mascarell-Maricic, Björn W. Schuller, Rosalind W. Picard
Pubblicato in: Frontiers in Robotics and AI, 4, 2017, ISSN 2296-9144
Editore: Frontiers
DOI: 10.3389/frobt.2017.00036

DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain

Autori: Liu, Dianbo; Peng, Fengjiao; Shea, Andrew; Ognjen; Rudovic; Picard, Rosalind
Pubblicato in: Journal of Machine Learning Research, IJCAI AComp, 3, 2017, ISSN 1532-4435
Editore: MIT Press

N. Jaques, O. Rudovic, S. Taylor, A. Sano, R.W. Picard

Autori: Predicting Tomorrow's Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation
Pubblicato in: Journal of Machine Learning Research, IJCAI AComp., 2017, ISSN 1532-4435
Editore: MIT Press

A Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity

Autori: Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Pubblicato in: IEEE Transactions on Affective Computing, 2017, Page(s) 1-1, ISSN 1949-3045
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TAFFC.2017.2728534