Ognjen Rudovic

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 53

Top Venues

CoRR

IEEE Trans. Image Process.

CVPR Workshops

ISVC (2)

Imperial College London, UK (PHD)

Education History

Imperial College London, UK

PHD

Publications

Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. CoRR (2022)
Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. INTERSPEECH (2022)
Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang, Björn W. Schuller, Daniel Rueckert, Jeffrey F. Cohn, Rosalind W. Picard
Personalized Federated Deep Learning for Pain Estimation From Face Images. CoRR (2021)
Zhonghao Shi, Thomas R. Groechel, Shomik Jain, Kourtney Chima, Ognjen Rudovic, Maja J. Mataric
Toward Personalized Affect-Aware Socially Assistive Robot Tutors in Long-Term Interventions for Children with Autism. CoRR (2021)
Ognjen Rudovic, Akanksha Bindal, Vineet Garg, Pramod Simha, Pranay Dighe, Sachin Kajarekar
Streaming on-device detection of device directed speech from voice and touch-based invocation. CoRR (2021)
Pablo V. A. Barros, Stefan Wermter, Ognjen Rudovic, Hatice Gunes
Special Issue on Automated Perception of Human Affect from Longitudinal Behavioral Data. IEEE Trans. Affect. Comput. 12 (3) (2021)
Javier Hernandez, Daniel J. McDuff, Ognjen Rudovic, Alberto Fung, Mary Czerwinski
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization. CoRR (2021)
Behnam Gholami, Pritish Sahu, Ognjen Rudovic, Konstantinos Bousmalis, Vladimir Pavlovic
Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach. IEEE Trans. Image Process. 29 (2020)
Mihee Lee, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Sequential Dependence and Non-linearity in Affective Responses: a Skin Conductance Example. AffComp@IJCAI (2019)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity. IEEE Trans. Affect. Comput. 10 (3) (2019)
Ognjen Rudovic, Meiru Zhang, Björn W. Schuller, Rosalind W. Picard
Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach. ICMI (2019)
Ognjen Rudovic, Meiru Zhang, Björn W. Schuller, Rosalind W. Picard
Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach. CoRR (2019)
Mihee Lee, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Fast and Effective Adaptation of Facial Action Unit Detection Deep Model. CoRR (2019)
Ognjen Rudovic, Yuria Utsumi, Ricardo Guerrero, Kelly Peterson, Daniel Rueckert, Rosalind W. Picard
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes. CoRR (2019)
Behnam Gholami, Pritish Sahu, Ognjen Rudovic, Konstantinos Bousmalis, Vladimir Pavlovic
Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach. CoRR (2018)
Ognjen Rudovic, Yuria Utsumi, Jaeryoung Lee, Javier Hernandez, Eduardo Castelló Ferrer, Björn W. Schuller, Rosalind W. Picard
CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism. IROS (2018)
Yuria Utsumi, Kelly Peterson, Ognjen Rudovic, Ricardo Guerrero, Rosalind W. Picard
Personalized Gaussian Processes for Forecasting of Alzheimer's Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13). CoRR (2018)
Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Multi-Instance Dynamic Ordinal Random Fields for Weakly Supervised Facial Behavior Analysis. IEEE Trans. Image Process. 27 (8) (2018)
Eduardo Castelló Ferrer, Ognjen Rudovic, Thomas Hardjono, Alex Pentland
RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction. CoRR (2018)
Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis. CoRR (2018)
Behnam Gholami, Ognjen Rudovic, Vladimir Pavlovic
PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories. ICCV (2017)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Variable-state Latent Conditional Random Field models for facial expression analysis. Image Vis. Comput. 58 (2017)
Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding. ICCV (2017)
Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard
Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning. CoRR (2017)
Ognjen Rudovic, Jaeryoung Lee, Lea Mascarell-Maricic, Björn W. Schuller, Rosalind W. Picard
Measuring Engagement in Robot-Assisted Autism Therapy: A Cross-Cultural Study. Frontiers Robotics AI 4 (2017)
Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic
DeepCoder: Semi-parametric Variational Autoencoders for Facial Action Unit Intensity Estimation. CoRR (2017)
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
Gaussian Process Domain Experts for Modeling of Facial Affect. IEEE Trans. Image Process. 26 (10) (2017)
Dianbo Liu, Fengjiao Peng, Andrew Shea, Ognjen Rudovic, Rosalind W. Picard
DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain. CoRR (2017)
Kelly Peterson, Ognjen Rudovic, Ricardo Guerrero, Rosalind W. Picard
Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression. CoRR (2017)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Björn W. Schuller, Maja Pantic
Deep Structured Learning for Facial Action Unit Intensity Estimation. CoRR (2017)
Ryo Suzuki, Jaeryoung Lee, Ognjen Rudovic
NAO-Dance Therapy for Children with ASD. HRI (Companion) (2017)
Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard
Personalized Automatic Estimation of Self-reported Pain Intensity from Facial Expressions. CoRR (2017)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Björn W. Schuller, Maja Pantic
Deep Structured Learning for Facial Action Unit Intensity Estimation. CVPR (2017)
Misha Sra, Prashanth Vijayaraghavan, Ognjen Rudovic, Pattie Maes, Deb Roy
DeepSpace: Mood-Based Image Texture Generation for Virtual Reality from Music. CVPR Workshops (2017)
Daniel Lopez Martinez, Ognjen Rudovic, Rosalind W. Picard
Personalized Automatic Estimation of Self-Reported Pain Intensity from Facial Expressions. CVPR Workshops (2017)
Cuong D. Tran, Ognjen Rudovic, Vladimir Pavlovic
Unsupervised Domain Adaptation with Copula Models. CoRR (2017)
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units. ACCV (2) (2016)
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
Joint Facial Action Unit Detection and Feature Fusion: A Multi-Conditional Learning Approach. IEEE Trans. Image Process. 25 (12) (2016)
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis. CVPR Workshops (2016)
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units. CoRR (2016)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity. CVPR (2016)
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis. CoRR (2016)
Robert Walecki, Ognjen Rudovic, Maja Pantic, Vladimir Pavlovic, Jeffrey F. Cohn
A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity. CVPR Workshops (2016)
Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Multi-Instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation. ACCV (2) (2016)
Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, Maja Pantic
Multi-modal Neural Conditional Ordinal Random Fields for agreement level estimation. ICPR (2016)
Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Multi-instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation. CoRR (2016)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Variable-state latent conditional random fields for facial expression recognition and action unit detection. FG (2015)
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection. ICCV (2015)
Jie Shen, Ognjen Rudovic, Shiyang Cheng, Maja Pantic
Sentiment apprehension in human-robot interaction with NAO. ACII (2015)
Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection. CoRR (2015)
Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Context-Sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units. IEEE Trans. Pattern Anal. Mach. Intell. 37 (5) (2015)
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
Discriminative Shared Gaussian Processes for Multiview and View-Invariant Facial Expression Recognition. IEEE Trans. Image Process. 24 (1) (2015)
Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, Maja Pantic
Neural conditional ordinal random fields for agreement level estimation. ACII (2015)
Javier Orozco, Ognjen Rudovic, Jordi Gonzàlez, Maja Pantic
Corrigendum to "Hierarchical On-line Appearance-Based Tracking for 3D Head Pose, Eyebrows, Lips, Eyelids and Irises" [Image Vision Comput. (2013) 322-340]. Image Vis. Comput. 32 (1) (2014)
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
View-Constrained Latent Variable Model for Multi-view Facial Expression Classification. ISVC (2) (2014)
Shuang Yang, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Personalized Modeling of Facial Action Unit Intensity. ISVC (2) (2014)
Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Context-Sensitive Conditional Ordinal Random Fields for Facial Action Intensity Estimation. ICCV Workshops (2013)
Ognjen Rudovic, Stavros Petridis, Maja Pantic
Bimodal log-linear regression for fusion of audio and visual features. ACM Multimedia (2013)
Javier Orozco, Ognjen Rudovic, Jordi Gonzàlez, Maja Pantic
Hierarchical On-line Appearance-Based Tracking for 3D head pose, eyebrows, lips, eyelids and irises. Image Vis. Comput. 31 (4) (2013)
Ognjen Rudovic, Maja Pantic, Ioannis Patras
Coupled Gaussian Processes for Pose-Invariant Facial Expression Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 35 (6) (2013)
Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Automatic Pain Intensity Estimation with Heteroscedastic Conditional Ordinal Random Fields. ISVC (2) (2013)
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition. ISVC (1) (2013)
Sebastian Kaltwang, Ognjen Rudovic, Maja Pantic
Continuous Pain Intensity Estimation from Facial Expressions. ISVC (2) (2012)
Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Multi-output Laplacian dynamic ordinal regression for facial expression recognition and intensity estimation. CVPR (2012)
Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Kernel Conditional Ordinal Random Fields for Temporal Segmentation of Facial Action Units. ECCV Workshops (2) (2012)
Ognjen Rudovic, Maja Pantic
Shape-constrained Gaussian process regression for facial-point-based head-pose normalization. ICCV (2011)
Ognjen Rudovic, Ioannis Patras, Maja Pantic
Coupled Gaussian Process Regression for Pose-Invariant Facial Expression Recognition. ECCV (2) (2010)
Ognjen Rudovic, Ioannis Patras, Maja Pantic
Regression-Based Multi-view Facial Expression Recognition. ICPR (2010)
Ognjen Rudovic, Ioannis Patras, Maja Pantic
Facial expression invariant head pose normalization using Gaussian Process Regression. CVPR Workshops (2010)
Bhaskar Chakraborty, Ognjen Rudovic, Jordi Gonzàlez
View-invariant human-body detection with extension to human action recognition using component-wise HMM of body parts. FG (2008)
Javier Orozco, Ognjen Rudovic, F. Xavier Roca, Jordi Gonzàlez
Confidence assessment on eyelid and eyebrow expression recognition. FG (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ognjen Rudovic