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Jean-Marc Odobez
First name(s): Jean-Marc
Last name(s): Odobez

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Publications of Jean-Marc Odobez

2022
A Modular Multimodal Architecture for Gaze Target Prediction: Application to Privacy-Sensitive Settings, Anshul Gupta, Samy Tafasca and Jean-Marc Odobez, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Robust Unsupervised Gaze Calibration using Conversation and Manipulation Attention Priors, Remy Siegfried and Jean-Marc Odobez, in: ACM Transactions on Multimedia Computing, Communications, and Applications, 18(1):26, 2022
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2021
A Differential Approach for Gaze Estimation, Gang Liu, Yu Yu and Jean-Marc Odobez, in: IEEE Transaction on Pattern Analysis and Machine Intelligence, 43(3):1092--1098, 2021
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An Attention Mechanism for Deep Q-Networks with Applications in Robotic Pushing, Marco Ewerton, Sylvain Calinon and Jean-Marc Odobez, in: Proc. of Workshop on Emerging paradigms for robotic manipulation: from the lab to the productive world, ICRA, 2021
Neural Network Adaptation and Data Augmentation for Multi-Speaker Direction-of-Arrival Estimation, Weipeng He, Petr Motlicek and Jean-Marc Odobez, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29:1303-1317, 2021
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Visual Focus of Attention Estimation in 3D Scene with an Arbitrary Number of Targets, Remy Siegfried and Jean-Marc Odobez, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pages 9, IEEE, 2021
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2020
Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation, Angel Martínez-González, Michael Villamizar, Olivier Canévet and Jean-Marc Odobez, in: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 30(11):4207-4221, 2020
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ManiGaze: a Dataset for Evaluating Remote Gaze Estimator in Object Manipulation Situations, Remy Siegfried, Bozorgmehr Aminian and Jean-Marc Odobez, in: Symposium on Eye Tracking Research and Applications, Stuttgart, Germany, pages 5, ACM, 2020
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The MuMMER data set for Robot Perception in multi-party HRI Scenarios, Olivier Canévet, Weipeng He, Petr Motlicek and Jean-Marc Odobez, in: Proceedings of the 29th IEEE International Conference on Robot & Human Interactive Communication, 2020
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Unsupervised Representation Learning for Gaze Estimation, Yu Yu and Jean-Marc Odobez, in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
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2019
A Deep Learning Approach for Robust Head Pose Independent Eye Movements Recognition from Videos, Remy Siegfried, Yu Yu and Jean-Marc Odobez, in: 2019 ACM Symposium on Eye Tracking Research and Applications, pages 5, ACM, 2019
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Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, Weipeng He, Petr Motlicek and Jean-Marc Odobez, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, United Kingdom, pages 770-774, 2019
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Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis, Yu Yu, Gang Liu and Jean-Marc Odobez, in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019
Improving speech embedding using crossmodal transfer learning with audio-visual data, Nam Le and Jean-Marc Odobez, in: Multimedia Tools and Applications, 78(11):15681-15704, 2019
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2018
Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model, Yu Yu, Gang Liu and Jean-Marc Odobez, in: European Conference on Computer Vision Workshop, 2018
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Deep Neural Networks for Multiple Speaker Detection and Localization, Weipeng He, Petr Motlicek and Jean-Marc Odobez, in: 2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, AUSTRALIA, pages 74-79, 2018
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Facing Employers and Customers: What Do Gaze and Expressions Tell About Soft Skills?, Skanda Muralidhar, Remy Siegfried, Jean-Marc Odobez and Daniel Gatica-Perez, in: Proceedings of the 17th International Conference on Mobile and Ubiquitous Multimedia, Cairo, Egypt, pages 121-126, ASSOC COMPUTING MACHINERY, 2018
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HeadFusion: 360 degree Head Pose Tracking Combining 3D Morphable Model and 3D Reconstruction, Yu Yu, Kenneth Alberto Funes Mora and Jean-Marc Odobez, in: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 40(11), 2018
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How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: ACM Journal on Computing and Cultural Heritage (JOCCH), 11(4):20, 2018
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Leveraging Convolutional Pose Machines for Fast and Accurate Head Pose Estimation, Yuanzhouhan Cao, Olivier Canévet and Jean-Marc Odobez, in: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, SPAIN, pages 1089-1094, IEEE, 2018
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Maya Codical Glyph Segmentation: A Crowdsourcing Approach, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: IEEE Transactions on Multimedia, 20(3):711-725, 2018
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