Sebastien Ambellouis

According to our database, Sebastien Ambellouis authored at least 36 papers between 1998 and 2023.

Collaborative distances:

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

2023

Pedestrian and Automatic Doors Abnormal Interactions Detection using Multi-Task Self-Supervised Learning.

Olivier Laurendin, Sébastien Ambellouis, Ankur Mahtani, Anthony Fleury

Proceedings of the 34th British Machine Vision Conference Workshop Proceedings, 2023

2022

RailSet: A Unique Dataset for Railway Anomaly Detection.

Arij Zouaoui, Ankur Mahtani, Mohamed Amine Hadded, Sébastien Ambellouis, Jacques Boonaert, Hazem Wannous

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

Application of Rail Segmentation in the Monitoring of Autonomous Train's Frontal Environment.

Mohamed Amine Hadded, Ankur Mahtani, Sébastien Ambellouis, Jacques Boonaert, Hazem Wannous

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Level fusion analysis of recurrent audio and video neural network for violence detection in railway.

Tony Marteau, David Sodoyer, Sebastien Ambellouis, Sitou Afanou

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Multi-Channel Generative Framework and Supervised Learning for Anomaly Detection in Surveillance Videos.

Tuan-Hung Vu, Jacques Boonaert, Sebastien Ambellouis, Abdelmalik Taleb-Ahmed

Sensors, 2021

Hazardous Events Detection in Automatic Train Doors Vicinity Using Deep Neural Networks.

Olivier Laurendin, Sébastien Ambellouis, Anthony Fleury, Ankur Mahtani, Sanaa Chafik, Clément Strauss

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020

Anomaly Detection in Surveillance Videos by Future Appearance-motion Prediction.

Tuan-Hung Vu, Sebastien Ambellouis, Jacques Boonaert, Abdelmalik Taleb-Ahmed

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Audio Events Detection in Noisy Embedded Railway Environments.

Tony Marteau, Sitou Afanou, David Sodoyer, Sébastien Ambellouis, Fouzia Boukour

Proceedings of the Dependable Computing - EDCC 2020 Workshops, 2020

Vehicles Tracking by Combining Convolutional Neural Network Based Segmentation and Optical Flow Estimation.

Tuan-Hung Vu, Jacques Boonaert, Sebastien Ambellouis, Abdelmalik Taleb-Ahmed

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019

Shout analysis and characterisation.

Larbi Mesbahi, David Sodoyer, Sebastien Ambellouis

Int. J. Speech Technol., 2019

2018

Features and Classification Schemes for View-Invariant and Real-Time Human Action Recognition.

Sid Ahmed Walid Talha, Mounir Hammouche, Enjie Ghorbel, Anthony Fleury, Sebastien Ambellouis

IEEE Trans. Cogn. Dev. Syst., 2018

2017

Fisheye-Based Method for GPS Localization Improvement in Unknown Semi-Obstructed Areas.

Julien Moreau, Sebastien Ambellouis, Yassine Ruichek

Sensors, 2017

Human Action Recognition from Body-Part Directional Velocity Using Hidden Markov Models.

Sid Ahmed Walid Talha, Anthony Fleury, Sebastien Ambellouis

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

Toward a Real Time View-invariant 3D Action Recognition.

Mounir Hammouche, Enjie Ghorbel, Anthony Fleury, Sebastien Ambellouis

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

2015

Launch These Manhunts! Shaping the Synergy Maps for Multi-camera Detection.

Muhammad Owais Mehmood, Sebastien Ambellouis, Catherine Achard

Proceedings of the VISAPP 2015, 2015

Online person identification and new person discovery using appearance features.

Yanyun Lu, Anthony Fleury, Jacques Boonaert, Stéphane Lecoeuche, Sebastien Ambellouis

Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

Exploiting 3D geometric primitives for multicamera pedestrian detection.

Muhammad Owais Mehmood, Sebastien Ambellouis, Catherine Achard

Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014

Ghost Pruning for People Localization in Overlapping Multicamera Systems.

Muhammad Owais Mehmood, Sebastien Ambellouis, Catherine Achard

Proceedings of the VISAPP 2014, 2014

Analysis of Multi-planar Probability Maps for People Localization in Overlapping Camera Systems.

Muhammad Owais Mehmood, Sebastien Ambellouis, Catherine Achard

Proceedings of the International Conference on Distributed Smart Cameras, 2014

2012

3D Reconstruction of Urban Environments Based on Fisheye Stereovision.

Julien Moreau, Sebastien Ambellouis, Yassine Ruichek

Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Vehicle detection and tracking using Mean Shift segmentation on semi-dense disparity maps.

Sébastien Lefebvre, Sebastien Ambellouis

Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

2011

A 1D approach to correlation-based stereo matching.

Sébastien Lefebvre, Sebastien Ambellouis, François Cabestaing

Image Vis. Comput., 2011

2010

Supervised audio source localisation using microphone array.

David Sodoyer, Sebastien Ambellouis

Proceedings of the 10th International Conference on Information Sciences, 2010

Audio-video surveillance system for public transportation.

Quoc Cuong Pham, Agnès Lapeyronnie, C. Baudry, Laurent Lucat, Patrick Sayd, Sebastien Ambellouis, David Sodoyer, A. Flancquart, A.-C. Barcelo, F. Heer, Fabrice Ganansia, Vincent Delcourt

Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

2008

A Real-Time, Multiview Fall Detection System: A LHMM-Based Approach.

Nicolas Thome, Serge Miguet, Sebastien Ambellouis

IEEE Trans. Circuits Syst. Video Technol., 2008

A bottom-up, view-point invariant human detector.

Nicolas Thome, Sebastien Ambellouis

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

A Colour Correlation-Based Stereo Matching Using 1D Windows.

Sébastien Lefebvre, Sebastien Ambellouis, François Cabestaing

Proceedings of the Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 2007

Obstacle Detection Using a Single Camera Stereo Sensor.

Luc Duvieubourg, Sebastien Ambellouis, Sébastien Lefebvre, François Cabestaing

Proceedings of the Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 2007

2006

Velocity selective filters recursively implemented in the spatiotemporal domain.

Sebastien Ambellouis, François Cabestaing, Jack-Gérard Postaire

IEEE Trans. Image Process., 2006

Audio Events Detection in Public Transport Vehicle.

Jean-Luc Rouas, Jérôme Louradour, Sebastien Ambellouis

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

Obstacles Detection on a Road by Dense Stereovision with 1D Correlation Windows and Fuzzy Filtering.

Sébastien Lefebvre, Sebastien Ambellouis, François Cabestaing

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

2005

Data association in multi-target tracking using belief theory: handling target emergence and disappearance issue.

Najla Megherbi, Sebastien Ambellouis, Olivier Colot, François Cabestaing

Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Joint audio-video people tracking using belief theory.

Najla Megherbi, Sebastien Ambellouis, Olivier Colot, François Cabestaing

Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004

Providing information to the users of public transportation by combining Wi-Fi network and satellite communications.

Christophe Gransart, Sebastien Ambellouis, Jean Rioult

Proceedings of the Actes des 1ères journées francophones Mobilité et Ubiquité 2004, 2004

Single-Camera Stereovision setup.

Luc Duvieubourg, Sebastien Ambellouis, François Cabestaing

Proceedings of the International Conference on Computer Vision and Graphics, 2004

1998

Velocity Selective Spatio-Temporal Filters for Motion Analysis in Image Sequence.

Sebastien Ambellouis, François Cabestaing, Jack-Gérard Postaire

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998