Thibault Napoléon

31
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.

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Publications

Image document

Méthodes d’intelligence artificielle pour la surveillance d’une colonie de phoques gris

Thibault Napoléon , Ayoub Karine , Hamza Masmoudi
La Revue 3E.I, 2025, 115
Article dans une revue hal-05020300 v1

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-04488459 v1
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 et al.
Deep Sea Research Part I: Oceanographic Research Papers, 2023, pp.104198. ⟨10.1016/j.dsr.2023.104198⟩
Article dans une revue hal-04337064 v1

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

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

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-02562742 v1

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-02925862 v1

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-02562740 v1

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-02562738 v1

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-02562739 v1

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-02562687 v1

An investigation of knowledge distillation methods for underwater image semantic segmentation

Gabriel Guéganno , Ayoub Karine , Thibault Napoléon , Franck Florin , Ayman Alfalou
Conference on Artificial Intelligence for Defense, Nov 2024, Rennes, France
Communication dans un congrès hal-04734431 v1

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-04136828 v1

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-03780530 v1

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-03790756 v1

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-02997312 v1

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-02562746 v1

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. ⟨10.1109/CVPRW50498.2020.00325⟩
Communication dans un congrès hal-02560121 v1

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-02562737 v1

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-01160457 v1

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-02562735 v1

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-02562736 v1
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-00806104 v1
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 et al.
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-00722884 v1

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-02562258 v1

SHREC’09 Track: Structural Shape Retrieval on Watertight Models

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

SHREC'09 Track: Generic Shape Retrieval

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

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-02562040 v1

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-02562029 v1
Image document

Indexation multi-vues et recherche d'objets 3D

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