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Bina-Rep Event Frames: A Simple and Effective Representation for Event-Based Cameras

Sami Barchid , José Mennesson , Chaabane Djeraba
2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.3998-4002, ⟨10.1109/ICIP46576.2022.9898061⟩
Communication dans un congrès hal-03892089v1
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Méthodes fréquentielles pour la reconnaissance d'images couleur : une approche par les algèbres de Clifford

José Mennesson
Mathématiques générales [math.GM]. Université de La Rochelle, 2011. Français. ⟨NNT : 2011LAROS337⟩
Thèse tel-00703445v1

Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras

Sami Barchid , Benjamin Allaert , Amel Aissaoui , José Mennesson , Chaabane Chabane Djeraba
20th International Conference on Content-based Multimedia Indexing, Sep 2023, Orléans (France), France
Communication dans un congrès hal-04141831v1
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Color Object Recognition Based On Clifford Fourier Transform

José Mennesson , Christophe Saint-Jean , Laurent Mascarilla
Leo Dorst and Joan Lasenby. Guide to Geometric Algebra in Practice, Springer London, pp.175-191, 2011, 978-0-85729-810-2. ⟨10.1007/978-0-85729-811-9_9⟩
Chapitre d'ouvrage hal-00808093v1
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Elementary block extraction for mobile image search

José Mennesson , Pierre Tirilly , Jean Martinet
International Conference on Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025804⟩
Communication dans un congrès hal-01128690v1
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Facial Expressions Analysis Under Occlusions Based on Specificities of Facial Motion Propagation

Delphine Poux , Benjamin Allaert , José Mennesson , Nacim Ihaddadene , Ioan Marius Bilasco , et al.
Multimedia Tools and Applications, In press
Article dans une revue hal-02859856v1
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Faces and Thoughts: An Empathic Dairy

José Mennesson , Benjamin Allaert , Ioan Marius Bilasco , Nico van Der Aa , Alexandre A. J. Denis , et al.
IEEE International Conference on Automatic Face and Gesture Recognition, IEEE, May 2015, Ljubljana, Slovenia
Communication dans un congrès hal-01150212v1
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Color Fourier-Mellin Descriptors for Image Recognition

José Mennesson , Christophe Saint-Jean , Laurent Mascarilla
Pattern Recognition Letters, 2014, ⟨10.1016/j.patrec.2013.12.014⟩
Article dans une revue hal-00920137v1

Deep learning for accelerating computational homogenization schemes: application to flows in porous media

Modesar Shakoor , Vincent Itier , José Mennesson
9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS), Jun 2024, Lisbon, Portugal
Communication dans un congrès hal-04494006v1

Exploring Joint Embedding Architectures and Data Augmentations for Self-Supervised Representation Learning in Event-Based Vision

Sami Barchid , José Mennesson , Chaabane Chabane Djeraba
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2023, Vancouver, Canada. pp.3902-3911
Communication dans un congrès hal-04132436v1

Head Yaw Estimation using Frontal Face Detector

José Mennesson , Afifa Dahmane , Taner Danisman , Ioan Marius Bilasco
International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2016, Porto, Portugal
Communication dans un congrès hal-01306038v1
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Dimensionality reduction through convolutional autoencoders for fracture patterns prediction

Krushna Shinde , Vincent Itier , José Mennesson , Dmytro Vasiukov , Modesar Shakoor
Applied Mathematical Modelling, 2023, 114, pp.94-113. ⟨10.1016/j.apm.2022.09.034⟩
Article dans une revue hal-03830762v1
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Fast head turns detection in low quality videos using optical flow

José Mennesson , Benjamin Allaert , Ioan Marius Bilasco
Reconnaissance des Formes et l'Intelligence Artificielle (RFIA), Jun 2016, Clermont-Ferrand, France
Communication dans un congrès hal-01542994v1

Recognition of fish based on generalized color Fourier descriptor

Poh Lee Wong , Mohd Azam Osman , Talib Abdullah Zawawi , Jean-Christophe Burie , Jean-Marc Ogier , et al.
Science and Information Conference (SAI), Jul 2015, London, United Kingdom. pp.680 - 686, ⟨10.1109/SAI.2015.7237215⟩
Communication dans un congrès hal-01211794v1
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Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks

Sami Barchid , José Mennesson , Chaabane Chabane Djeraba
CBMI 2021 - Content-based Multimedia Indexing, Jun 2021, Lille / Virtual, France
Communication dans un congrès hal-03264035v1
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Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning

Sami Barchid , José Mennesson , Chaabane Chabane Djeraba
CBMI 2021 - Content-based Multimedia Indexing, Jun 2021, Lille / Virtual, France
Communication dans un congrès hal-03264038v1

Semi-supervised GAN with sparse ground truth as Boundary Conditions

Matthieu Dabrowski , José Mennesson , Jérôme Riedi , Chaabane Chabane Djeraba
IEEE International Joint Conference on Neural Networks 2023, Jun 2023, Queensland, Australia
Communication dans un congrès hal-04132474v1
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A phase correlation for color images using Clifford algebra

José Mennesson , Christophe Saint-Jean , Laurent Mascarilla
Applied Geometric Algebras in Computer Science and Engineering, Jun 2010, Amsterdam, Netherlands
Communication dans un congrès hal-00514919v1
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BAREM: A multimodal dataset of individuals interacting with an e-service platform

Romain Belmonte , Amel Aissaoui , Sofiane Mihoubi , Benjamin Allaert , José Mennesson , et al.
CBMI 2021 - Content-based Multimedia Indexing, Jun 2021, Lille / Virtual, France
Communication dans un congrès hal-03263944v1

Mastering Occlusions by Using Intelligent Facial Frameworks Based on the Propagation of Movement

Delphine Poux , Benjamin Allaert , José Mennesson , Nacim Ihaddadene , Ioan Marius Bilasco , et al.
International Conference on Content-Based Multimedia Indexing (CBMI), Sep 2018, La Rochelle, France
Communication dans un congrès hal-01845363v1
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Impact of the face registration techniques on facial expressions recognition

B. Allaert , J. Mennesson , Ioan Marius Bilasco , C. Djeraba
Signal Processing: Image Communication, 2018, 61, pp.44-53. ⟨10.1016/j.image.2017.11.002⟩
Article dans une revue hal-01644769v2

Spiking neural networks for frame-based and event-based single object localization

Sami Barchid , José Mennesson , Jason Eshraghian , Chaabane Djéraba , Mohammed Bennamoun
Neurocomputing, 2023, pp.126805. ⟨10.1016/j.neucom.2023.126805⟩
Article dans une revue hal-04211268v1
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New geometric fourier descriptors for color image recognition

José Mennesson , Christophe Saint-Jean , Laurent Mascarilla
International Conference on Image Processing (ICIP), Sep 2010, Hong Kong, China. pp.2685-2688, ⟨10.1109/ICIP.2010.5651939⟩
Communication dans un congrès hal-00599963v2
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Un nouvel ensemble de descripteurs de Fourier Clifford pour les images couleur : les GCFD3

José Mennesson , Christophe Saint-Jean , Laurent Mascarilla
RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Communication dans un congrès hal-00656528v1
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Un nouvel ensemble de descripteurs de Fourier Clifford pour les images couleur : les GCFD3

José Mennesson , Christophe Saint-Jean , Laurent Mascarilla
Traitement du Signal, 2012, 29 (3-4-5), pp.359-382. ⟨10.3166/TS.29.359-382⟩
Article dans une revue hal-00808069v1
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De nouveaux descripteurs de Fourier géométriques pour l'analyse d'images couleur

José Mennesson , Christophe Saint-Jean , Laurent Mascarilla
Reconnaissance des Formes et Intelligence Artificielle, Jan 2010, Caen, France. pp.599-606
Communication dans un congrès hal-00453473v1
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Etude de la dynamique du visage en situation d'interaction naturelle

Benjamin Allaert , José Mennesson , Ioan Marius Bilasco , Chaabane Djeraba
COmpression et REprésentation des Signaux Audiovisuels (CORESA) 2016, May 2016, Nancy, France
Communication dans un congrès hal-01306045v1

EmoGame: Towards a Self-Rewarding Methodology for Capturing Children Faces in an Engaging Context

Benjamin Allaert , José Mennesson , Ioan Marius Bilasco
7th International Workshop, HBU 2016 at ACMMM 2016 , Oct 2016, Amsterdam, Netherlands. ⟨10.1007/978-3-319-46843-3_1⟩
Communication dans un congrès hal-01380611v1
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Using sketch recognition for capturing developer's mental models

Tatiana De-Wyse , Emmanuel Renaux , José Mennesson
The 3rd Workshop on Human Factors in Modeling, Oct 2018, Copenhagen, Denmark
Communication dans un congrès hal-01951959v1