All publications sorted by author
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A
| Clustering flood events from water quality time-series using Latent Dirichlet Allocation model, , , , , , , , , and , in: Water Resources Research, 2013 |
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| Discovering Temporal Patterns in Water Quality Time Series, Focusing on Floods with the LDA method, , , , , , , and , in: European Geosciences Union, 2013 |
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| Predicting the Performance in Decision-Making Tasks: From Individual Cues to Group Interaction, and , in: IEEE Transactions on Multimedia, 18(4):643--658, 2016 |
[DOI] [URL] |
| Effect of nonverbal behavioral patterns on the performance of small groups, and , in: ICMI Workshop on Understanding and Modeling Multiparty Multimodal Interactions, Istanbul, Turkey, 2014 |
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| From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee, , , , , , , , and , in: IEEE Signal Processing Magazine, 40(4):61-71, 2023 |
[DOI] [URL] |
| Social Robot Co-Design Canvases: A Participatory Design Framework, , , and , in: ACM Transactions on Human-Robot Interaction, 11(1), 2022 |
[DOI] [URL] |
| Quantifying uncertainties on excursion sets under a Gaussian random field prior, , , and , in: SIAM/ASA J. Uncertainty Quantification, 4(1):850-874, 2016 |
[DOI] [URL] |
| Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation, and , in: Journal of Computational and Graphical Statistics, 27(2):255-267, 2018 |
[DOI] [URL] |
| Adaptive Design of Experiments for Conservative Estimation of Excursion Sets, , , , and , in: Technometrics, 2019 |
[DOI] [URL] |
| Profile extrema for visualizing and quantifying uncertainties on excursion regions. Application to coastal flooding, , , and , in: Technometrics, 61(4):474-493, 2019 |
[DOI] [URL] |
B
| Joint Head Tracking and Pose Estimation for Visual Focus of Attention Recognition, , École Polytechnique Fédérale de Lausanne, 2007 |
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| Visual activity context for focus of attention estimation in dynamic meetings, , and , Idiap-RR-02-2009 |
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| Visual Activity Context For Focus of Attention Estimation in Dynamic Meetings, , and , in: International Conference on Multimedia & Expo, 2009 |
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| Multi-Person Visual Focus of Attention from Head Pose and Meeting Contextual Cues, and , in: IEEE Trans. on Pattern Analysis and Machine Intelligence, 33(1):101-116, 2011 |
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| Recognizing Human Visual Focus of Attention from Head Pose in Meetings, and , in: IEEE Transactions on Systems, Man, Cybernetics, Part-B, Vol. 39(No. 1), 2009 |
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| Multi-party Focus of Attention Recognition in Meetings from Head Pose and Multimodal Contextual Cues, and , in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2008 |
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| Visual Focus of Attention Estimation from Head Pose Posterior Probability Distributions, and , in: International Conference on Multi-media & Expo, 2008 |
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| Multi-Person Visual Focus of Attention from Head Pose and Meeting Contextual Cues, and , Idiap-RR-47-2008 |
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| Probabilistic Head Pose Tracking Evaluation in Single and Multiple Camera Setups, and , in: Classification of Events, Activities and Relationship Evaluation and Workshop, 2007 |
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| Probabilistic Head Pose Tracking Evaluation in Single and Multiple Camera Setups, and , Idiap-RR-21-2007 |
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| Multi-party Focus of Attention Recognition in Meetings from Head Pose and Multimodal Contextual Cues, and , Idiap-RR-50-2007 |
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| Visual Focus of Attention Estimation from Head Pose Posterior Probability Distributions, and , Idiap-RR-75-2007 |
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| A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room, and , in: 3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI06), 2006 |
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| Recognizing People's Focus of Attention from Head Poses: a Study, and , Idiap-RR-42-2006 |
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| A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room, and , Idiap-RR-10-2006 |
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| A Rao-Blackwellized Mixed State Particle Filter for Head Pose Tracking, and , in: ACM ICMI Workshop on Multimodal Multiparty Meeting Processing (MMMP), 2005 |
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| A Video Database for Head Pose Tracking Evaluation, and , Idiap-Com-04-2005 |
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| Evaluation of Multiple Cues Head Pose Tracking Algorithm in Natural Environments, and , in: International Conference on Multimedia & Expo ICME 2005, 2005 |
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| Evaluation of Multiple Cues Head Pose Tracking Algorithm in Indoor Environments, and , Idiap-RR-05-2005 |
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| A Rao-Blackwellized Mixed State Particle Filter for Head Pose Tracking, and , Idiap-RR-35-2005 |
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| A probabilistic framework for joint head tracking and pose estimation, and , in: 17th Int. Conf. Pattern Recognition (ICPR), 2004 |
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| A Probabilistic Framework for Joint Head Tracking and Pose Estimation, and , Idiap-RR-78-2003 |
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| The 3-regular nets with 4 and 6 vertices per unit cell, , and , in: Zeitschrift fur Kristallographie, 212, 1997 |
| Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition, , , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2017 |
| Probability Occupancy Maps for Occluded Depth Images, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, pages 2829-2837, 2015 |
| Towards Improved Replicability of Human Studies in Human-Robot Interaction: Recommendations for Formalized Reporting, , , , , , , , , , and , in: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, pages 629-633, 2023 |
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| Exemplar-based Sparse Representation for Posterior Features, , and , Idiap-RR-11-2014 |
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| Posterior-based Sparse Representation for Automatic Speech Recognition, , , and , in: Proceeding of Interspeech, 2014 |
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| Image-guided topic modeling for interpretable privacy classification, and , in: Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 2024 |
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| Black-box Attacks on Image Activity Prediction and its Natural Language Explanations, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023 |
[DOI] [URL] |
| The BANCA Database and Evaluation Protocol, , , , , , , , , , , and , in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003 |
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| Identification of existing tools and workflows for solar neighborhood planning, , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: SHC Task 63: Solar Neighborhood Planning, Subtask C: Solar Planning Tools, IEA, 2022 |
[DOI] |
| Automatic identification of storytelling responses to past-behavior interview questions via machine learning, , , , , and , in: International Journal of Selection and Assessment, 2023 |
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| A Compressive Sensing Based Compressed Neural Network for Sound Source Localization, , and , in: Proceedings of International Symposium on Artificial Intelligence and Signal Processing, 2011 |
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| Principled Parallel Mean-Field Inference for Discrete Random Fields, , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2016 |
| Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection, , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2017 |
| Multi-Modal Mean-Fields via Cardinality-Based Clamping, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2017 |
| Geodesic Convolutional Shape Optimization, , , and , in: Proceedings of the International Conference on Machine Learning, 2018 |
| Construction and comparison of approximations for switching linear gaussian state space models, , Idiap-RR-71-2005 |
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| Efficient Kalman Smoothing for Harmonic State-Space Models, , Idiap-RR-87-2005 |
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