online people directory

ManiGaze: a Dataset for Evaluating Remote Gaze Estimator in Object Manipulation Situations

R. Siegfried; B. Aminian; J.-M. Odobez

2020. Symposium on Eye Tracking Research and Applications , Stuttgart, Germany .

DOI : 10.1145/3379156.3391369.

Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis

Y. Yu; G. Liu; J.-M. Odobez

2019. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Long Beach, CA , Jun 16-20, 2019. p. 11929-11938.

DOI : 10.1109/CVPR.2019.01221.

A Deep Learning Approach for Robust Head Pose Independent Eye Movements Recognition from Videos

R. Siegfried; Y. Yu; J.-M. Odobez

2019. 2019 ACM Symposium on Eye Tracking Research & Applications . p. 5.

DOI : 10.1145/3314111.3319844.

Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training

W. He; P. Motlicek; J.-M. Odobez

2019. 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Brighton, ENGLAND , May 12-17, 2019. p. 770-774.

DOI : 10.1109/ICASSP.2019.8682655.

Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model

Y. Yu; G. Liu; J.-M. Odobez

2018. 15th European Conference on Computer Vision (ECCV) , Munich, GERMANY , Sep 08-14, 2018. p. 456-474.

DOI : 10.1007/978-3-030-11012-3_35.

WatchNet: Efficient and Depth-based Network for People Detection in Video Surveillance Systems

M. Villamizar; A. Martínez-González; O. Canévet; J.-M. Odobez

2018. IEEE International Conference on Advanced Video and Signal-based Surveillance , Auckland, NEW ZEALAND , Nov 27-30, 2018. p. 109-114.

DOI : 10.1109/AVSS.2018.8639165.

Facing Employers and Customers: What Do Gaze and Expressions Tell About Soft Skills?

S. Muralidhar; R. Siegfried; J.-M. Odobez; D. Gatica-Perez

2018. 17th International Conference on Mobile and Ubiquitous Multimedia , Cairo, EGYPT , Nov 25-28, 2018. p. 121-126.

DOI : 10.1145/3282894.3282925.

Investigating Depth Domain Adaptation for Efficient Human Pose Estimation

A. Martínez-González; M. Villamizar; O. Canévet; J.-M. Odobez

2018. 15th European Conference on Computer Vision (ECCV) , Munich, GERMANY , Sep 08-14, 2018. p. 346-363.

DOI : 10.1007/978-3-030-11012-3_28.

UNICITY: A depth maps database for people detection in security airlocks

J. Dumoulin; O. Canévet; M. Villamizar; H. Nunes; O. A. Khaled et al.

2018. IEEE International Conference on Advanced Video and Signal-based Surveillance Workshop .

DOI : 10.1109/AVSS.2018.8639152.

Leveraging Convolutional Pose Machines for Fast and Accurate Head Pose Estimation

Y. Cao; O. Canévet; J.-M. Odobez

2018. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , Madrid, SPAIN , Oct 01-05, 2018. p. 1089-1094.

DOI : 10.1109/IROS.2018.8594223.

Real-time Convolutional Networks for Depth-based Human Pose Estimation

A. Martínez-González; M. Villamizar; O. Canévet; J.-M. Odobez

2018. IEEE/RSJ International Conference on Intelligent Robots and Systems , Madrid, SPAIN , Oct 01-05, 2018. p. 41-47.

DOI : 10.1109/IROS.2018.8593383.

A Differential Approach for Gaze Estimation with Calibration

G. Liu; Y. Yu; K. A. Funes Mora; J.-M. Odobez

2018. 29TH BRITISH MACHINE VISION CONFERENCE .

Robust and Discriminative Speaker Embedding via Intra-Class Distance Variance Regularization

N. Le; J.-M. Odobez

2018. Proceedings of Interspeech , Hyderabad, INDIA , Aug 02-Sep 06, 2018. p. 2257-2261.

DOI : 10.21437/Interspeech.2018-1685.

Joint Localization and Classification of Multiple Sound Sources Using a Multi-task Neural Network

W. He; P. Motlicek; J.-M. Odobez

2018. Proceedings of Interspeech , Hyderabad, INDIA , Aug 02-Sep 06, 2018. p. 312-316.

DOI : 10.21437/Interspeech.2018-1269.

Deep Neural Networks for Multiple Speaker Detection and Localization

W. He; P. Motlicek; J.-M. Odobez

2018. 2018 IEEE International Conference on Robotics and Automation (ICRA) , Brisbane, AUSTRALIA , May 21-25, 2018. p. 74-79.

DOI : 10.1109/ICRA.2018.8461267.

Supervised Gaze Bias Correction for Gaze Coding in Interactions

R. Siegfried; J.-M. Odobez

2017. ECEM COGAIN Symposium . p. 3.

Active Online Anomaly Detection using Dirichlet Process Mixture Model and Gaussian Process Classification

J. Varadarajan; R. Subramanian; N. Ahuja; P. Moulin; J.-M. Odobez

2017. IEEE Winter Conference on Applications of Computer Vision (WACV) , Washington . p. 615-623.

DOI : 10.1109/WACV.2017.74.

Towards the Use of Social Interaction Conventions as Prior for Gaze Model Adaptation

R. Siegfried; Y. Yu; J.-M. Odobez

2017.

DOI : 10.1145/3136755.3136793.

A Domain Adaptation Approach to Improve Speaker Turn Embedding Using Face Representation

N. Le; J.-M. Odobez

2017. ACM International Conference on Multimodal Interaction , Glasgow, Scotland . p. 411–415.

DOI : 10.1145/3136755.3136800.

Improving speaker turn embedding by crossmodal transfer learning from face embedding

N. Le; J.-M. Odobez

2017. ICCV Workshop on Computer Vision for Audio-Visual Media . p. 428-437.

DOI : 10.1109/ICCVW.2017.58.

Towards large scale multimedia indexing

N. Le; H. Bredin; G. Sargent; M. India; P. Lopez-Otero et al.

2017. 15th International Workshop on Content-Based Multimedia Indexing . p. 18.

DOI : 10.1145/3095713.3095732.

Shape Representations for Maya Codical Glyphs: Knowledge-driven or Deep?

G. Can; J.-M. Odobez; D. Gatica-Perez

2017. 15th International Workshop on Content-Based Multimedia Indexing . p. 32.

DOI : 10.1145/3095713.3095746.

Robust and Accurate 3D Head Pose Estimation through 3DMM and Online Head Model Reconstruction

Y. Yu; K. A. Funes Mora; J.-M. Odobez

2017. Proceedings of the 12th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017) . p. 711-718.

DOI : 10.1109/Fg.2017.90.

Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders

K. Bascol; R. Emonet; E. Fromont; J.-M. Odobez

2016. IAPR Int. Workshops on Structural and Syntactic Pattern Recognition (SSPR) . p. 427–438.

DOI : 10.1007/978-3-319-49055-7_38.

Towards building an attentive artificial listener: on the perception of attentiveness in audio-visual feedback tokens

C. Oertel; J. D. Lopes; Y. Yu; K. A. Funes Mora; J. Gustafson et al.

2016. Proceedings of the 18th ACM International Conference on Multimodal Interaction , Tokyo, Japan . p. 21-28.

DOI : 10.1145/2993148.2993188.

Training on the Job: Behavioral Analysis of Job Interviews in Hospitality

S. Muralidhar; L. S. Nguyen; D. Frauendorfer; J.-M. Odobez; M. Schmid Mast et al.

2016. Proceedings of the 18th ACM International Conference on Multimodal Interaction . p. 84-91.

DOI : 10.1145/2993148.2993191.

EUMSSI team at the MediaEval Person Discovery Challenge 2016

N. Le; S. Meignier; J.-M. Odobez

2016. MediaEval Benchmarking Initiative for Multimedia Evaluation , Hilversum, Netherlands .

Long-Term Time-Sensitive Costs for CRF-Based Tracking by Detection

N. Le; A. Heili; J.-M. Odobez

2016. 2nd Workshop on Benchmarking Multi-target Tracking: MOTChallenge 2016 , Amsterdam . p. 43-51.

DOI : 10.1007/978-3-319-48881-3_4.

Transferring Neural Representations for Low-dimensional Indexing of Maya Hieroglyphic Art

E. Roman-Rangel; G. Can; S. Marchand-Maillet; R. Hu; C. Pallan Gayol et al.

2016. ECCV Workshop on Computer Vision for Art Analysis , Amsterdam . p. 842–855.

DOI : 10.1007/978-3-319-46604-0_58.

Efficient and Accurate Tracking for Face Diarization via Periodical Detection

N. Le; A. Heili; D. Wu; J.-M. Odobez

2016. International Conference on Pattern Recognition , Cancun, Mexico .

Learning Multimodal Temporal Representation for Dubbing Detection in Broadcast Media

N. Le; J.-M. Odobez

2016. ACM Multimedia , Amsterdam . p. 202-206.

DOI : 10.1145/2964284.2967211.

Assessing a Shape Descriptor for Analysis of Mesoamerican Hieroglyphics: A View Towards Practice in Digital Humanities

R. Hu; J.-M. Odobez; D. Gatica-Perez

2016. Digital Humanities Conference (DH) , Krakow .

Ancient Maya Writings as High-Dimensional Data: a Visualization Approach

G. Can; J.-M. Odobez; C. Pallan Gayol; D. Gatica-Perez

2016. Digital Humanities (DH) , Krakow .

EUMSSI team at the MediaEval Person Discovery Challenge

N. Le; D. Wu; S. Meignier; J.-M. Odobez

2015. Working Notes Proceedings of the MediaEval 2015 Workshop , Wurzen, Germany .

Head Nod Detection from a Full 3D Model

Y. Chen; Y. Yu; J.-M. Odobez

2015.

DOI : 10.1109/ICCVW.2015.75.

Deciphering the Silent Participant. On the Use of Audio-Visual Cues for the Classification of Listener Categories in Group Discussions

C. Oertel; K. A. Funes Mora; J. Gustafson; J.-M. Odobez

2015. International Conference on Multimodal Interaction , Seattle, Washington, USA .

DOI : 10.1145/2818346.2820759.

Who Will Get the Grant ? A Multimodal Corpus for the Analysis of Conversational Behaviours in Group

C. Oertel; K. A. Funes Mora; S. Sheikhi; J.-M. Odobez; J. Gustafson

2014. International Conference on Multimodal Interaction, Understanding and Modeling Multiparty, Multimodal Interactions Workshop , Istanbul, Turkey .

DOI : 10.1145/2666242.2666251.

The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy

D. Gatica-Perez; C. Pallan Gayol; S. Marchand-Maillet; J.-M. Odobez; E. Roman-Rangel et al.

2014. Digital Humanities Conference , Lausanne .

Is That a Jaguar? Segmenting Ancient Maya Glyphs via Crowdsourcing

G. Can; J.-M. Odobez; D. Gatica-Perez

2014. ACM Int. Workshop on Crowdsourcing for Multimedia , Orlando . p. 37–40.

DOI : 10.1145/2660114.2660117.

Automated Bobbing and Phase Analysis to Measure Walking Entrainment

A. Lopez-Mendez; C. E. I. Westling; R. Emonet; M. Easteal; L. Lavia et al.

2014. IEEE International Conference on Image Processing (ICIP), Paris . p. 4186-4190.

DOI : 10.1109/ICIP.2014.7025850.

Automatic Maya Hieroglyph Retrieval Using Shape and Context Information

R. Hu; C. Pallan; G. Krempel; J.-M. Odobez; D. Gatica-Perez

2014. ACM MM . p. 1037–1040.

DOI : 10.1145/2647868.2655044.

Theses

Regularization Techniques for Low-Resource Machine Translation

A. Ramírez Atrio / J.-M. Odobez; A. Popescu-Belis (Dir.)

Lausanne, EPFL, 2023.

DOI : 10.5075/epfl-thesis-10128.

On matching data and model in LF-MMI-based dysarthric speech recognition

E. Hermann / J.-M. Odobez; M. Magimai Doss (Dir.)

Lausanne, EPFL, 2023.

DOI : 10.5075/epfl-thesis-9681.

Learning and optimization of anticipatory feedback controllers for robot manipulation

H. Girgin / J.-M. Odobez; S. Calinon (Dir.)

Lausanne, EPFL, 2023.

DOI : 10.5075/epfl-thesis-9850.

Novel Methods For Detection And Analysis Of Atypical Aspects In Speech

J. D. Fritsch / J.-M. Odobez; M. Magimai Doss (Dir.)

Lausanne, EPFL, 2023.

DOI : 10.5075/epfl-thesis-9785.

Visual Scene Understanding for Transportation: From Detecting Objects To Relationships

G. Adaimi / A. M. Alahi (Dir.)

Lausanne, EPFL, 2022.

DOI : 10.5075/epfl-thesis-8994.

Memory of Motion for Initializing Optimization in Robotics

T. S. Lembono / J.-M. Odobez; S. Calinon (Dir.)

Lausanne, EPFL, 2022.

DOI : 10.5075/epfl-thesis-9717.

Auditory externalization of a remote microphone signal

V. P. O. Grimaldi / P. Vandergheynst; H. Lissek (Dir.)

Lausanne, EPFL, 2022.

DOI : 10.5075/epfl-thesis-8959.

Learning strategies and representations for intuitive robot learning from demonstration

T. A. Kulak / J.-M. Odobez; S. Calinon (Dir.)

Lausanne, EPFL, 2021.

DOI : 10.5075/epfl-thesis-9368.

Modeling and Inferring Attention between Humans or for Human-Robot Interactions

R. A. Siegfried / J.-M. Odobez (Dir.)

Lausanne, EPFL, 2021.

DOI : 10.5075/epfl-thesis-8509.

Efficient Depth-based Deep Learning Methods for Multi-Party Pose Estimation

A. N. Martinez Gonzalez / J.-M. Odobez (Dir.)

Lausanne, EPFL, 2021.

DOI : 10.5075/epfl-thesis-8429.

Deep Learning Approaches for Auditory Perception in Robotics

W. He / J.-M. Odobez; P. Motlicek (Dir.)

Lausanne, EPFL, 2021.

DOI : 10.5075/epfl-thesis-8000.

Computational methods for live heart imaging with speed-constrained microscopes

O. Mariani / J.-M. Odobez; M. S. D. Liebling (Dir.)

Lausanne, EPFL, 2021.

DOI : 10.5075/epfl-thesis-7969.

Active illumination and computational Methods for Temporal and Spectral Super-Resolution Microscopy

C. Jaques / J.-M. Odobez; M. S. D. Liebling (Dir.)

Lausanne, EPFL, 2020.

DOI : 10.5075/epfl-thesis-7844.

Accurate Nod and 3D Gaze Estimation for Social Interaction Analysis

Y. Yu / J.-M. Odobez (Dir.)

Lausanne, EPFL, 2020.

DOI : 10.5075/epfl-thesis-7284.

Multimodal person recognition in audio-visual streams

D. H. N. Le / J.-M. Odobez (Dir.)

Lausanne, EPFL, 2019.

DOI : 10.5075/epfl-thesis-9442.

Visual speech recognition

M. Zimmermann / J.-P. Thiran (Dir.)

Lausanne, EPFL, 2018.

DOI : 10.5075/epfl-thesis-8799.

Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning

G. Can / D. Gatica-Perez; J.-M. Odobez (Dir.)

Lausanne, EPFL, 2017.

DOI : 10.5075/epfl-thesis-8058.

Robust Eye Tracking Based on Adaptive Fusion of Multiple Cameras

N. M. Arar / J.-P. Thiran (Dir.)

Lausanne, EPFL, 2017.

DOI : 10.5075/epfl-thesis-7933.

Optimized Coding Strategies for Interactive Multiview Video

A. K. De Abreu Goes / P. Frossard; F. M. Bernardo Pereira (Dir.)

Lausanne, EPFL, 2015.

DOI : 10.5075/epfl-thesis-6843.

3D Gaze Estimation from Remote RGB-D Sensors

K. A. Funes Mora / J.-M. Odobez (Dir.)

Lausanne, EPFL, 2015.

DOI : 10.5075/epfl-thesis-6680.

Book Chapters

MAAYA: Multimedia Methods to Support Maya Epigraphic Analysis

D. Gatica-Perez; G. Can; R. Hu; S. Marchand-Maillet; J.-M. Odobez et al.

Arqueologia computacional: Nuevos enfoques para el analisis y la difusion del patrimonio cultural; INAH-RedTDPC,

2017.

Reports

An Attention Mechanism for Deep Q-Networks with Applications in Robotic Pushing

M. Ewerton; S. Calinon; J.-M. Odobez

2021

Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis

Y. Yu; G. Liu; J.-M. Odobez

2019

Joint Localization and Classification of Multiple Sound Sources Using a Multi-task Neural Network

W. He; P. Motlicek; J.-M. Odobez

2018

Deep Neural Networks for Multiple Speaker Detection and Localization

W. He; P. Motlicek; J.-M. Odobez

2018

Supervised Gaze Bias Correction for Gaze Coding in Interactions

R. Siegfried; J.-M. Odobez

2017

Robust and Accurate 3D Head Pose Estimation through 3DMM and Online Head Model Reconstruction

Y. Yu; K. A. Funes Mora; J.-M. Odobez

2017

Real-time Multiple Head Tracking Using Texture and Colour Cues

V. Khalidov; J.-M. Odobez

2017

Maya Codical Glyph Segmentation: A Crowdsourcing Approach

G. Can; J.-M. Odobez; D. Gatica-Perez

2017