Sileye O. Ba

According to our database, Sileye O. Ba authored at least 54 papers between 2003 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers.

Robin Kips, Ruowei Jiang, Sileye O. Ba, Brendan Duke, Matthieu Perrot, Pietro Gori, Isabelle Bloch

Comput. Graph. Forum, 2022

Low-resource Neural Machine Translation: Benchmarking State-of-the-art Transformer for Wolof ↔ French.

Cheikh M. Bamba Dione, Alla Lo, Elhadji Mamadou Nguer, Sileye O. Ba

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

SenTekki: Online Platform and Restful Web Service for Translation Between Wolof and French.

Alla Lo, Elhadji Mamadou Nguer, Sileye O. Ba, Cheikh M. Bamba Dione, Moussa Lo

Proceedings of the Innovations and Interdisciplinary Solutions for Underserved Areas, 2022

2021

Deep Graphics Encoder for Real-Time Video Makeup Synthesis From Example.

Robin Kips, Ruowei Jiang, Sileye O. Ba, Edmund Phung, Parham Aarabi, Pietro Gori, Matthieu Perrot, Isabelle Bloch

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Using LSTM to Translate French to Senegalese Local Languages: Wolof as a Case Study.

Alla Lo, Cheikh M. Bamba Dione, Elhadji Mamadou Nguer, Sileye O. Ba, Moussa Lo

CoRR, 2020

SENCORPUS: A French-Wolof Parallel Corpus.

Elhadji Mamadou Nguer, Alla Lo, Cheikh M. Bamba Dione, Sileye O. Ba, Moussa Lo

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Building Word Representations for Wolof Using Neural Networks.

Alla Lo, Cheikh M. Bamba Dione, Elhadji Mamadou Nguer, Sileye O. Ba, Moussa Lo

Proceedings of the Innovations and Interdisciplinary Solutions for Underserved Areas, 2020

2019

Discovering topics with neural topic models built from PLSA assumptions.

Sileye O. Ba

CoRR, 2019

2018

Tracking Gaze and Visual Focus of Attention of People Involved in Social Interaction.

Benoit Massé, Sileye O. Ba, Radu Horaud

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Audio-Visual Speaker Diarization Based on Spatiotemporal Bayesian Fusion.

Israel D. Gebru, Sileye O. Ba, Xiaofei Li, Radu Horaud

IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017

Robust Head-Pose Estimation Based on Partially-Latent Mixture of Linear Regressions.

Vincent Drouard, Radu Horaud, Antoine Deleforge, Sileye O. Ba, Georgios D. Evangelidis

IEEE Trans. Image Process., 2017

Switching Linear Inverse-Regression Model for Tracking Head Pose.

Vincent Drouard, Sileye O. Ba, Radu Horaud

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Tracking a varying number of people with a visually-controlled robotic head.

Yutong Ban, Xavier Alameda-Pineda, Fabien Badeig, Sileye O. Ba, Radu Horaud

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

2016

An on-line variational Bayesian model for multi-person tracking from cluttered scenes.

Sileye O. Ba, Xavier Alameda-Pineda, Alessio Xompero, Radu Horaud

Comput. Vis. Image Underst., 2016

Robust Head-Pose Estimation Based on Partially-Latent Mixture of Linear Regression.

Vincent Drouard, Radu Horaud, Antoine Deleforge, Sileye O. Ba, Georgios D. Evangelidis

CoRR, 2016

Simultaneous estimation of gaze direction and visual focus of attention for multi-person-to-robot interaction.

Benoit Massé, Silèye O. Ba, Radu Horaud

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Tracking Multiple Persons Based on a Variational Bayesian Model.

Yutong Ban, Sileye O. Ba, Xavier Alameda-Pineda, Radu Horaud

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015

Hyper-Spectral Image Analysis With Partially Latent Regression and Spatial Markov Dependencies.

Antoine Deleforge, Florence Forbes, Sileye O. Ba, Radu Horaud

IEEE J. Sel. Top. Signal Process., 2015

Head pose estimation via probabilistic high-dimensional regression.

Vincent Drouard, Sileye O. Ba, Georgios D. Evangelidis, Antoine Deleforge, Radu Horaud

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Tracking the Active Speaker Based on a Joint Audio-Visual Observation Model.

Israel D. Gebru, Sileye O. Ba, Georgios D. Evangelidis, Radu Horaud

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Audio-Visual Speech-Turn Detection and Tracking.

Israel D. Gebru, Sileye O. Ba, Georgios D. Evangelidis, Radu Horaud

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

2014

Segmentation of Mesoscale Ocean Surface Dynamics Using Satellite SST and SSH Observations.

Pierre Tandeo, Bertrand Chapron, Sileye O. Ba, Emmanuelle Autret, Ronan Fablet

IEEE Trans. Geosci. Remote. Sens., 2014

2013

Spatio-temporal segmentation and estimation of ocean surface currents from satellite sea surface temperature fields.

Pierre Tandeo, Sileye O. Ba, Ronan Fablet, Bertrand Chapron, Emmanuelle Autret

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Interpolation par assimilation variationnelle de séquences multimodales d'images satellitaires de l'océan.

Silèye O. Ba, Thomas Corpetti, Bertrand Chapron, Ronan Fablet

Traitement du Signal, 2012

Statistical Descriptors of Ocean Regimes From the Geometric Regularity of SST Observations.

Sileye O. Ba, Emmanuelle Autret, Bertrand Chapron, Ronan Fablet

IEEE Geosci. Remote. Sens. Lett., 2012

Multi-resolution data assimilation for missing data interpolation in geophysical sequences.

Sileye O. Ba, Bertrand Chapron, Ronan Fablet

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Multiperson Visual Focus of Attention from Head Pose and Meeting Contextual Cues.

Sileye O. Ba, Jean-Marc Odobez

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Multi-resolution missing data interpolation in SST image series.

Sileye O. Ba, Thomas Corpetti, Ronan Fablet

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Prévision de trajectoires de cyclones à l'aide de forêts aléatoires avec arbres de régression.

Sterenn Liberge, Sileye O. Ba, Philippe Lenca, Ronan Fablet

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010

Descriptors for sea surface temperature front regularity characterization.

Sileye O. Ba, Ronan Fablet, Dominique Pastor, Bertrand Chapron

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Variational data assimilation for missing data interpolation in SST images.

Sileye O. Ba, Thomas Corpetti, Bertrand Chapron, Ronan Fablet

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Variational fronts tracking in sea surface temperature images.

Sileye O. Ba, Ronan Fablet

Proceedings of the International Conference on Image Processing, 2010

Speech/Non-Speech Detection in Meetings from Automatically Extracted low Resolution Visual Features.

Hayley Hung, Sileye O. Ba

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Recognizing Visual Focus of Attention From Head Pose in Natural Meetings.

Sileye O. Ba, Jean-Marc Odobez

IEEE Trans. Syst. Man Cybern. Part B, 2009

Investigating the use of visual focus of attention for audio-visual speaker diarisation.

Giulia Garau, Sileye O. Ba, Hervé Bourlard, Jean-Marc Odobez

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Visual activity context for focus of attention estimation in dynamic meetings.

Sileye O. Ba, Hayley Hung, Jean-Marc Odobez

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008

Tracking the Visual Focus of Attention for a Varying Number of Wandering People.

Kevin Smith, Sileye O. Ba, Jean-Marc Odobez, Daniel Gatica-Perez

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Predicting two facets of social verticality in meetings from five-minute time slices and nonverbal cues.

Dinesh Babu Jayagopi, Sileye O. Ba, Jean-Marc Odobez, Daniel Gatica-Perez

Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

Investigating automatic dominance estimation in groups from visual attention and speaking activity.

Hayley Hung, Dinesh Babu Jayagopi, Sileye O. Ba, Jean-Marc Odobez, Daniel Gatica-Perez

Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

Visual focus of attention estimation from head pose posterior probability distributions.

Sileye O. Ba, Jean-Marc Odobez

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Multi-party focus of attention recognition in meetings from head pose and multimodal contextual cues.

Sileye O. Ba, Jean-Marc Odobez

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Using audio and video features to classify the most dominant person in a group meeting.

Hayley Hung, Dinesh Babu Jayagopi, Chuohao Yeo, Gerald Friedland, Sileye O. Ba, Jean-Marc Odobez, Kannan Ramchandran, Nikki Mirghafori, Daniel Gatica-Perez

Proceedings of the 15th International Conference on Multimedia 2007, 2007

A Cognitive and Unsupervised Map Adaptation Approach to the Recognition of the Focus of Attention from Head Pose.

Jean-Marc Odobez, Sileye O. Ba

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Probabilistic Head Pose Tracking Evaluation in Single and Multiple Camera Setups.

Sileye O. Ba, Jean-Marc Odobez

Proceedings of the Multimodal Technologies for Perception of Humans, 2007

2006

Embedding Motion in Model-Based Stochastic Tracking.

Jean-Marc Odobez, Daniel Gatica-Perez, Sileye O. Ba

IEEE Trans. Image Process., 2006

A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room.

Sileye O. Ba, Jean-Marc Odobez

Proceedings of the Machine Learning for Multimodal Interaction, 2006

Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers.

Marc A. Al-Hames, Thomas Hain, Jan Cernocký, Sascha Schreiber, Mannes Poel, Ronald Müller, Sébastien Marcel, David A. van Leeuwen, Jean-Marc Odobez, Sileye O. Ba, Hervé Bourlard, Fabien Cardinaux, Daniel Gatica-Perez, Adam Janin, Petr Motlícek, Stephan Reiter, Steve Renals, Jeroen van Rest, Rutger Rienks, Gerhard Rigoll, Kevin Smith, Andrew H. C. Thean, Pavel Zemcík

Proceedings of the Machine Learning for Multimodal Interaction, 2006

Tracking the multi person wandering visual focus of attention.

Kevin Smith, Sileye O. Ba, Daniel Gatica-Perez, Jean-Marc Odobez

Proceedings of the 8th International Conference on Multimodal Interfaces, 2006

Head Pose Tracking and Focus of Attention Recognition Algorithms in Meeting Rooms.

Sileye O. Ba, Jean-Marc Odobez

Proceedings of the Multimodal Technologies for Perception of Humans, 2006

2005

Speech Acquisition in Meetings with an Audio-Visual Sensor Array.

Iain McCowan, Maganto Hari Krishna, Daniel Gatica-Perez, Darren Moore, Sileye O. Ba

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Evaluation of Multiple Cue Head Pose Estimation Algorithms in Natural Environements.

Sileye O. Ba, Jean-Marc Odobez

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Evaluating Multi-Object Tracking.

Kevin Smith, Daniel Gatica-Perez, Jean-Marc Odobez, Sileye O. Ba

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004

A Probabilistic Framework for Joint Head Tracking and Pose Estimation.

Sileye O. Ba, Jean-Marc Odobez

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

An implicit motion likelihood for tracking with particle filters.

Jean-Marc Odobez, Sileye O. Ba, Daniel Gatica-Perez

Proceedings of the British Machine Vision Conference, 2003