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

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

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

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

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

Author(s): K. Peterson, O. Rudovic, R. Guerrero, R. W. Picard
Published in: NIPS'W on Machine Learning for Health, 2017
Publisher: arxiv

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

Author(s): D. L. Martinez, O. Rudovic, R. W. Picard
Published in: NIPS'W on Machine Learning for Health, 2017
Publisher: arxiv

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

Author(s): Yuria Utsumil, Ognjen Oggi Rudovicl, Kelly Petersonl, Ricardo Guerrero, Rosalind W. Picardl
Published 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
Publisher: IEEE
DOI: 10.1109/embc.2018.8513253

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

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

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

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

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

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

NAO-Dance Therapy for Children with ASD

Author(s): Ryo Suzuki, Jaeryoung Lee, Ognjen Rudovic
Published 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
Publisher: ACM Press
DOI: 10.1145/3029798.3038354

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

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

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

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

Deep Structured Learning for Facial Action Unit Intensity Estimation

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

Unsupervised domain adaptation with copula models

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

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

Author(s): Rudovic, O., Utsumi, Y., Guerrero, R., Peterson, K., Rueckert, D., Picard, R. W.
Published in: Machine Learning for Healthcare Conference, 2019
Publisher: ML4HC

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

Author(s): Rudovic, O., Park, H-W., Busche, J., Schuller, B. , Breazeal, C., Picard, R. W.
Published in: IEEE CVPR -AMFG W, 2019
Publisher: IEEE

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

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

A Mixture of Personalized Experts for Human Affect Estimation

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

Gaussian Process Domain Experts for Modeling of Facial Affect

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

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

Author(s): Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Published in: IEEE Transactions on Image Processing, Issue 27/8, 2018, Page(s) 3969-3982, ISSN 1057-7149
Publisher: 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

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

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

Author(s): Ognjen Rudovic, Jaeryoung Lee, Lea Mascarell-Maricic, Björn W. Schuller, Rosalind W. Picard
Published in: Frontiers in Robotics and AI, Issue 4, 2017, ISSN 2296-9144
Publisher: Frontiers
DOI: 10.3389/frobt.2017.00036

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

Author(s): Liu, Dianbo; Peng, Fengjiao; Shea, Andrew; Ognjen; Rudovic; Picard, Rosalind
Published in: Journal of Machine Learning Research, IJCAI AComp, Issue 3, 2017, ISSN 1532-4435
Publisher: MIT Press

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

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

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

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

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