HeadFusion: 360 degrees Head Pose Tracking Combining 3D Morphable Model and 3D Reconstruction

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

IEEE Transactions On Pattern Analysis and Machine Intelligence. 2018-11-01.

DOI : 10.1109/TPAMI.2018.2841403.

Maya Codical Glyph Segmentation: A Crowdsourcing Approach

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

IEEE Transactions on Multimedia. 2018-03-01.

DOI : 10.1109/TMM.2017.2755985.

Maya Codical Glyph Segmentation: A Crowdsourcing Approach

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

IEEE Transactions on Multimedia. 2018-03-01.

DOI : 10.1109/TMM.2017.2755985.

Improving speech embedding using crossmodal transfer learning with audio-visual data

N. Le; J.-M. Odobez

Multimedia Tools and Applications. 2018.

How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs

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

ACM Journal on Computing and Cultural Heritage (JOCCH). 2018.

Theories and Models of Teams and Groups

R. Reiter-Palmon; T. Sinha; J. Gevers; J.-M. Odobez; G. Volpe

Small Group Research. 2017.

DOI : 10.1177/1046496417722841.

Analyzing and Visualizing Ancient Maya Hieroglyphics Using Shape: from Computer Vision to Digital Humanities

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

Digital Scholarship in the Humanities. 2017.

DOI : 10.1093/llc/fqx028.

Extracting Maya Glyphs from Degraded Ancient Documents via Image Segmentation

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

Journal on Computing and Cultural Heritage. 2017.

DOI : 10.1145/2996859.

CRF-Based Context Modeling for Person Identification in Broadcast Videos

P. Gay; S. Meignier; P. Deleglise; J.-M. Odobez

Frontiers in ICT: Computer Image Analysis. 2016.

DOI : 10.3389/fict.2016.00009.

Gaze Estimation in the 3D Space Using RGB-D Sensors

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

International Journal Of Computer Vision. 2016.

DOI : 10.1007/s11263-015-0863-4.

Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition

D. Wu; L. Pigou; P.-J. Kindermans; N. Le; L. Shao et al.

IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016.

DOI : 10.1109/TPAMI.2016.2537340.

Evaluating Shape Representations for Maya Glyph Classification

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

ACM Journal on Computing and Cultural Heritage. 2016.

DOI : 10.1145/2905369.

Combining dynamic head pose-gaze mapping with the robot conversational state for attention recognition in human-robot interactions

S. Sheikhi; J.-M. Odobez

Pattern Recognition Letters. 2015.

DOI : 10.1016/j.patrec.2014.10.002.

Klewel Webcast: from Research to Growing Company

M. Guillemot; J.-M. Odobez; A. Vinciarelli; S. Ingram

IEEE Multimedia. 2015.

DOI : 10.1109/MMUL.2015.80.

Multimedia Analysis and Access of Ancient Maya Epigraphy

R. Hu; G. Can; C. Pallan Gayol; G. Krempel; J. Spotak et al.

Signal processing magazine. 2015.

DOI : 10.1109/MSP.2015.2411291.

Leveraging Colour Segmentation for Upper-Body Detection

S. Duffner; J.-M. Odobez

Pattern Recognition. 2014.

DOI : 10.1016/j.patcog.2013.12.014.

Exploiting Long-Term Connectivity and Visual Motion in CRF-based Multi-Person Tracking

A. Heili; A. Lopez-Mendez; J.-M. Odobez

IEEE Transactions on Image Processing. 2014.

DOI : 10.1109/Tip.2014.2324292.

Temporal Analysis of Motif Mixtures using Dirichlet Processes

R. Emonet; J. Varadarajan; J.-M. Odobez

IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI),. 2014.

DOI : 10.1109/TPAMI.2013.100.

Clustering flood events from water quality time-series using Latent Dirichlet Allocation model

A. Aubert; R. Tavenard; R. Emonet; A. de Lavenne; S. Malinowski et al.

Water Resources Research. 2013.

DOI : 10.1002/2013WR014086.

A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs

J. Varadarajan; R. Emonet; J.-M. Odobez

International Journal Of Computer Vision. 2013.

DOI : 10.1007/s11263-012-0596-6.

Real-Time Audio-Visual Analysis for Multiperson Videoconferencing

P. Motlicek; S. Duffner; D. Korchagin; H. Bourlard; C. Scheffler et al.

Advances in Multimedia. 2013.

DOI : 10.1155/2013/175745.

A Track Creation and Deletion Framework for Long-Term Online Multi-Face Tracking

S. Duffner; J.-M. Odobez

IEEE Transactions on Image Processing. 2013.

DOI : 10.1109/TIP.2012.2210238.

Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model

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

2018. European Conference on Computer Vision Workshop .

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 .

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

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

2018. Proceedings of the 17th International Conference on Mobile and Ubiquitous Multimedia .

Investigating Depth Domain Adaptation for Efficient Human Pose Estimation

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

2018. European Conference on Computer Vision - Workshops .

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 .

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) .

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 .

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 .

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 .

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. p. 74-79.

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 .

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

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

2017. Proceedings of 19th ACM International Conference on Multimodal Interaction .

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 .

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 .

Towards large scale multimedia indexing: A case study on person discovery in broadcast news

N. Le; J.-M. Odobez

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

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 .

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) .

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. Proc. ECCV Workshop on Computer Vision for Art Analysis , Amsterdam .

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. Proceedings of the ICCV 2015 .

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. Proc. Digital Humanities Conference , Lausanne .

Is That a Jaguar? Segmenting Ancient Maya Glyphs via Crowdsourcing

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

2014. Proc. ACM Int. Workshop on Crowdsourcing for Multimedia , Orlando .

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 .

Automatic Maya Hieroglyph Retrieval Using Shape and Context Information

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

2014. ACM MM .

Improving Head and Body Pose Estimation through Semi-supervised Manifold Alignment

A. Heili; J. Varadarajan; B. Ghanem; N. Ahuja; J.-M. Odobez

2014. International Conference on Image Processing .

3D Gaze Tracking and Automatic Gaze Coding from RGB-D Cameras

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

2014. IEEE Conference in Computer Vision and Pattern Recognition, Vision Meets Cognition Workshop , Columbus, Ohio, USA .

Face identification from overlaid texts using Local Face Recurrent Patterns and CRF models

P. Gay; E. Khoury; S. Meignier; J.-M. Odobez; P. Deleglise

2014. IEEE International Conference on Image Processing 2014 , Paris .

Comparison of Two Methods for Unsupervised Person Identification in TV Shows

P. Gay; G. Dupuy; J.-M. Odobez; S. Meignier; P. Deleglise

2014. 12th International Workshop on Content-Based Multimedia Indexing .

Geometric Generative Gaze Estimation (G3E) for Remote RGB-D Cameras

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

2014. IEEE Computer Vision and Pattern Recognition Conference , Columbus, Ohio,USA .

A Conditional Random field approach for audio-visual people diarization

P. Gay; E. Khoury; S. Meignier; J.-M. Odobez; P. Deleglise

2014. Proceedings of the 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) .

EYEDIAP: A Database for the Development and Evaluation of Gaze Estimation Algorithms from RGB and RGB-D Cameras

K. A. Funes Mora; F. Monay; J.-M. Odobez

2014. Proceedings of the ACM Symposium on Eye Tracking Research and Applications , Safety Harbor, Florida, United States of America .

DOI : 10.1145/2578153.2578190.

What to Show? Automatic Stream Selection Among Multiple Sensors

R. Emonet; E. Oberzaucher; J.-M. Odobez

2014. International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications .

Exploiting Scene Cues for Dropped Object Detection

A. Lopez-Mendez; F. Monay; J.-M. Odobez

2014. 9th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. .

Fusing Matching and Biometric Similarity Measures for Face Diarization in Video

E. Khoury; P. Gay; J.-M. Odobez

2013. Proceedings of the 3rd ACM conference on International conference on multimedia retrieval , Dallas, Texas, USA .

Time-Sensitive Topic Models for Action Recognition in Videos

R. Tavenard; R. Emonet; J.-M. Odobez

2013. IEEE International Conference on Image Processing .

Leveraging the robot dialog state for visual focus of attention recognition

S. Sheikhi; V. Khalidov; D. Klotz; B. Wrede; J.-M. Odobez

2013. Proceedings of the 15th ACM on International Conference on Multimodal Interaction .

Context Aware Addressee Estimation for Human Robot Interaction

S. Sheikhi; D. B. Jayagopi; V. Khalidov; J.-M. Odobez

2013. Proceedings of the 6th Workshop on Eye Gaze in Intelligent Human Machine Interaction: Gaze in Multimodal Interaction .

Evaluating Shape Descriptors for Detection of Maya Hieroglyphs

E. Roman-Rangel; J.-M. Odobez; D. Gatica-Perez

2013. in Proc. Mexican Conf. on Pattern Recognition , Queretaro .

The vernissage corpus: a conversational human-robot-interaction dataset

D. B. Jayagopi; S. Sheikhi; D. Klotz; J. Wienke; J.-M. Odobez et al.

2013. Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction .

Given that, Should I Respond? Contextual Addressee Estimation in Multi-Party Human-Robot Interactions

D. B. Jayagopi; J.-M. Odobez

2013. Proceedings of Human Robot Interaction (HRI) Conference .

Parameter Estimation and Contextual Adaptation for a Multi-Object Tracking CRF Model

A. Heili; J.-M. Odobez

2013. IEEE Workshop on Performance Evaluation of Tracking and Surveillance .

Person Independent 3D Gaze Estimation From Remote RGB-D Cameras

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

2013. International Conference on Image Processing , Melbourne, Australia .

A Semi-Automated System for Accurate Gaze Coding in Natural Dyadic Interactions

K. A. Funes Mora; L. S. Nguyen; D. Gatica-Perez; J.-M. Odobez

2013. 15th ACM International Conference on Multimodal Interaction , Sydney, Australia .

DOI : 10.1145/2522848.2522884.

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.

Inferring Visual Attention and Addressee in Human Robot Interaction

S. Sheikhi / J.-M. Odobez (Dir.)

Lausanne, EPFL, 2014.

DOI : 10.5075/epfl-thesis-6324.

Human Tracking and Pose Estimation in Open Spaces

A. Heili / J.-M. Odobez (Dir.)

Lausanne, EPFL, 2014.

DOI : 10.5075/epfl-thesis-6276.

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.

Unsupervised methods for activity analysis and detection of abnormal events

R. Emonet; J.-M. Odobez

Intelligent Video Surveillance Systems; Hoboken, NJ USA: Wiley, 2013.

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.

Exploiting Long-Term Connectivity and Visual Motion in CRF-based Multi-Person Tracking

A. Heili; A. L. Mendez; J.-M. Odobez

2014.

Exploiting Long-Term Connectivity and Visual Motion in CRF-based Multi-Person Tracking

A. Heili; A. Lopez-Mendez; J.-M. Odobez

2014.

EYEDIAP Database: Data Description and Gaze Tracking Evaluation Benchmarks

K. A. Funes Mora; F. Monay; J.-M. Odobez

2014.

Unsupervised Methods for Activity Analysis and Detection of Abnormal Events

R. Emonet; J.-M. Odobez

2013.

Investigating time-sensitive topic model approaches for action recognition

R. Tavenard; R. Emonet; J.-M. Odobez

2013.

Fusing Matching and Biometric Similarity Measures for Face Diarization in Video

E. Khoury; P. Gay; J.-M. Odobez

2013.

Analyse non supervisee d'activites en video surveillance pour l'analyse de scene et la detection d'evenements anormaux

R. Emonet; J.-M. Odobez

2013.