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Thibault Napoléon

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Documents

Présentation

#### Équipe Vision-AD du L@bisen Thibault Napoléon a obtenu le master en intelligence artificielle et image de l’université Pierre et Marie Curie en 2006. Il a ensuite reçu le grade de docteur en vision par ordinateur dans le laboratoire LTCI de Télécom ParisTech en 2010 grâce à sa thèse sur la recherche et l’indexation d’objets 3D. De 2011 à 2012 il a travaillé comme chercheur post-doctorant CNRS en reconnaissance de visage dans le laboratoire GREYC de l’université de Caen. Depuis septembre 2012 il est enseignant chercheur dans le laboratoire Vision de l’ISEN-Brest où il travaille sur l’analyse de contenu visuel, la reconnaissance de forme et le suivi d’objets en mouvement. Il a publié une vingtaine d’articles en vision par ordinateur.
#### Vision-AD Team of L@bisen Thibault Napoléon received a Master degree in artificial intelligence and computer vision at the University Pierre and Marie Curie in 2006. Then he obtained a PhD degree in computer vision at LTCI (Telecom ParisTech) in 2010 about multi-view indexing and 3D objects retrieval, under the supervision of Francis Schmitt and Hichem Sahbi. In 2009-2010, He held a lecturer and research assistant position at the Enssat engineer school. From january 2011 to august 2012, he worked as a postdoctoral researcher on face recognition at CNRS-GREYC (Caen) with Professor Frederic Jurie. Since september 2012, he is a lecturer researcher at ISEN Yncréa Ouest in the Vision-AD team of the L@bISEN. His research interests are computer vision (visual content analysis, image and shape matching, shape recognition…) and content-based retrieval (face recognition, multimedia content description, accuracy and speed optimization for information retrieval). He co-supervise Phd students working on detection, recognition and tracking. He has published about twenty papers on computer vision and optical approaches. He also participate to several European project for image retrieval, content analysis and description. Finally, he actively collaborates with companies with technological transfers.

Publications

Channel-spatial knowledge distillation for efficient semantic segmentation

Ayoub Karine , Thibault Napoléon , Maher Jridi
Pattern Recognition Letters, 2024, 180, pp.48-54. ⟨10.1016/j.patrec.2024.02.027⟩
Article dans une revue hal-04488459v1
Image document

Multiscale spatial patterns and environmental drivers of seamount and island slope megafaunal assemblages along the Mozambique channel

Mélissa Hanafi-Portier , Sarah Samadi , Laure Corbari , Marion Boulard , Elda Miramontes
Deep Sea Research Part I: Oceanographic Research Papers, 2023, pp.104198. ⟨10.1016/j.dsr.2023.104198⟩
Article dans une revue hal-04337064v1

Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey

Ikram Eddahmani , Chi-Hieu Pham , Thibault Napoléon , Isabelle Badoc , Jean-Rassaire Fouefack
Sensors, 2023, 23 (4), pp.2362. ⟨10.3390/s23042362⟩
Article dans une revue hal-04092026v1

Swimmer’s Head Detection Based on a Contrario and Scaled Composite JTC Approaches

Djamel Benarab , Thibault Napoléon , Ayman Alfalou , Antoine Verney , Philippe Hellard
International Journal of Optics, 2020, 2020, pp.1-12. ⟨10.1155/2020/4145938⟩
Article dans une revue hal-02562742v1

Efficient Sky Dehazing by Atmospheric Light Fusion

Jaouad Hajjami , Thibault Napoléon , Ayman Alfalou
Sensors, 2020, 20 (17), pp.4893. ⟨10.3390/s20174893⟩
Article dans une revue hal-02925862v1

One lens optical correlation: application to face recognition

Maher Jridi , Thibault Napoleon , Ayman Alfalou
Applied optics, 2018, 57 (9), pp.2087. ⟨10.1364/AO.57.002087⟩
Article dans une revue hal-02562740v1

Pose invariant face recognition: 3D model from single photo

Thibault Napoléon , Ayman Alfalou
Optics and Lasers in Engineering, 2017, 89, pp.150-161. ⟨10.1016/j.optlaseng.2016.06.019⟩
Article dans une revue hal-02562739v1

Optimized swimmer tracking system based on a novel multi-related-targets approach

Djamel Benarab , Thibault Napoléon , Ayman Alfalou , Antoine Verney , Philippe Hellard
Optics and Lasers in Engineering, 2017, 89, pp.195-202. ⟨10.1016/j.optlaseng.2016.05.013⟩
Article dans une revue hal-02562738v1

From 2D Silhouettes to 3D Object Retrieval: Contributions and Benchmarking

Thibault Napoléon , Hichem Sahbi
EURASIP Journal on Image and Video Processing, 2010, 2010, pp.1-17. ⟨10.1155/2010/367181⟩
Article dans une revue hal-02562687v1

Segmentation Sémantique d’Images pour la Conduite Autonome basée sur la Distillation de Connaissance Auto-Attentive

Ayoub Karine , Thibault Napoléon , Maher Jridi
ORASIS 2023, May 2023, Carqueiranne, France
Communication dans un congrès hal-04087206v1

Learning disentangled representation of video for pallet decomposition in industrial warehouses

Ikram Eddahmani , Chi Hieu Pham , Thibault Napoléon , Isabelle Badoc , Marwa El Bouz
Pattern Recognition and Tracking XXXIV, Apr 2023, Orlando, United States. pp.3, ⟨10.1117/12.2663161⟩
Communication dans un congrès hal-04136828v1

Semantic Images Segmentation for autonomous driving using Self-Attention Knowledge Distillation

Ayoub Karine , Thibault Napoléon , Maher Jridi
16th IEEE International Conference on Signal Image Technology & Internet Based Systems, Oct 2022, Dijon, France
Communication dans un congrès hal-03780530v1

High-speed and Low-area Implementations of a Generic and Parallel Integral Image Architecture

Mouhamad Chehaitly , Andre Lalevee , Thibault Napoléon , Maher Jridi
2022 20th IEEE Interregional NEWCAS Conference (NEWCAS), Jun 2022, Quebec City, Canada. pp.407-411, ⟨10.1109/NEWCAS52662.2022.9841973⟩
Communication dans un congrès hal-03790756v1

Video Seals Recognition using Transfer Learning of Convolutional Neural Network

Ayoub Karine , Jean-Yves Mulot , Yves Auffret , Thibault Napoléon
International Conference on Image Processing Theory, Tools and Applications IPTA 2020, Nov 2020, Paris, France
Communication dans un congrès hal-02997312v1

Adaptation of Koschmieder dehazing model for underwater marker detection

Jaouad Hajjami , Thibault Napoléon , Ayman Alfalou
Pattern Recognition and Tracking, Apr 2020, Online Only, United States. pp.2, ⟨10.1117/12.2559051⟩
Communication dans un congrès hal-02562746v1

ArUcOmni: detection of highly reliable fiducial markers in panoramic images

Jaouad Hajjami , Jordan Caracotte , Guillaume Caron , Thibault Napoleon
IEEE Conference on Computer Vision and Pattern Recognition workshops, Jun 2020, Seattle, United States
Communication dans un congrès hal-02560121v1

All-automatic swimmer tracking system based on an optimized scaled composite JTC technique

Djamel Benarab , Thibault Napoléon , Ayman Alfalou , Antoine Verney , Philippe Hellard
Pattern Recognition and Tracking, Apr 2016, Baltimore, United States. pp.98450E, ⟨10.1117/12.2225448⟩
Communication dans un congrès hal-02562737v1

Tests generation oriented web-based automatic assessment of programming assignments

Yann Le Ru , Michael Aron , Jean-Pierre Gerval , Thibault Napoleon
2nd International KES Conference on SMART EDUCATION AND E-LEARNING (KES-SEEL-15), Jun 2015, Sorrento, Italy
Communication dans un congrès hal-01160457v1

A novel multitracking system for the evaluation of high-level swimmers performances

Djamel Benarab , Thibault Napoléon , Ayman Alfalou , Antoine Verney , Philippe Hellard
Pattern Recognition and Tracking, May 2014, Baltimore, United States. pp.90940A, ⟨10.1117/12.2051268⟩
Communication dans un congrès hal-02562735v1

Local binary patterns preprocessing for face identification/verification using the VanderLugt correlator

Thibault Napoléon , Ayman Alfalou
Pattern Recognition and Tracking, May 2014, Baltimore, United States. pp.909408, ⟨10.1117/12.2051267⟩
Communication dans un congrès hal-02562736v1
Image document

Face Recognition using Local Quantized Patterns

Sibt Ul Hussain , Thibault Napoléon , Frédéric Jurie
British Machive Vision Conference, Sep 2012, Guildford, United Kingdom. 11 p
Communication dans un congrès hal-00806104v1
Image document

Fusion of Speech, Faces and Text for Person Identification in TV Broadcast

Hervé Bredin , Johann Poignant , Makarand Tapaswi , Guillaume Fortier , Viet Bac Le
ECCV 2012 - 12th European Conference on Computer Vision, Oct 2012, Firenze, Italy. pp.385-394, ⟨10.1007/978-3-642-33885-4_39⟩
Communication dans un congrès hal-00722884v1

Content-based 3D object retrieval using 2D views

Thibault Napoléon , Hichem Sahbi
International Conference on Image Processing (ICIP), Nov 2009, Cairo, Egypt. pp.1437-1440, ⟨10.1109/ICIP.2009.5414634⟩
Communication dans un congrès hal-02562258v1

SHREC'09 Track: Generic Shape Retrieval

Afzal Godil , Helin Dutagaci , Ceyhun Burak Akgül , Apostolos Axenopoulos , Benjamin Bustos
Eurographics workshop on 3D Object Retrieval, Eurographics, Mar 2009, Munich, Germany. ⟨10.2312/3DOR/3DOR09/061-068⟩
Communication dans un congrès hal-00804527v1

SHREC’09 Track: Structural Shape Retrieval on Watertight Models

J. Hartveldt , Spagnuolo Michela , Apostolos Axenopoulos , Silvia Biasotti , Petros Daras
Eurographics Workshop on 3D Object Retrieval 2019, Mar 2009, Munich, Germany. ⟨10.2312/3DOR/3DOR11/065-069⟩
Communication dans un congrès hal-02562251v1

SHREC'08 entry: Multi-view 3D retrieval using multi-scale contour representation

Thibault Napoleon , Tomasz Adamek , Francis Schmitt , Noël O'Connor
2008 IEEE International Conference on Shape Modeling and Applications (SMI), Jun 2008, Stony Brook, United States. pp.227-228, ⟨10.1109/SMI.2008.4547980⟩
Communication dans un congrès hal-02562040v1

Multi-view 3D retrieval using silhouette intersection and multi-scale contour representation

Thibault Napoléon , Tomaz Adamek , Francis Schmitt , Noel O'Connor
SMI Shape Modeling and Applications, Jun 2007, Lyon, France
Communication dans un congrès hal-02562029v1
Image document

Indexation multi-vues et recherche d'objets 3D

Thibault Napoléon
Traitement des images [eess.IV]. Télécom ParisTech, 2010. Français. ⟨NNT : ⟩
Thèse pastel-00576966v1