Jose Mennesson
Maître de conférences
Laboratoire / équipe
Contact
Publications
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"citationRef_s":"<i>Geoscientific Model Development</i>, 2025, 18 (12), pp.3707-3733. <a target=\"_blank\" href=\"https://dx.doi.org/10.5194/gmd-18-3707-2025\">⟨10.5194/gmd-18-3707-2025⟩</a>",
"citationFull_s":"Matthieu Dabrowski, José Mennesson, Jérôme Riedi, Chaabane Djeraba, Pierre Nabat. Knowledge-inspired fusion strategies for the inference of PM 2.5 values with a neural network. <i>Geoscientific Model Development</i>, 2025, 18 (12), pp.3707-3733. <a target=\"_blank\" href=\"https://dx.doi.org/10.5194/gmd-18-3707-2025\">⟨10.5194/gmd-18-3707-2025⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05128704v1\">⟨hal-05128704⟩</a>",
"title_s":["Knowledge-inspired fusion strategies for the inference of PM 2.5 values with a neural network"],
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"citationRef_s":"<i>2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS)</i>, Jan 2025, Lyon, France. pp.1-6, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/IPAS63548.2025.10924503\">⟨10.1109/IPAS63548.2025.10924503⟩</a>",
"citationFull_s":"Oumaima Marsi, Sébastien Ambellouis, José Mennesson, Cyril Meurie, Anthony Fleury, et al.. A Review On Fusion Of Spiking Neural Networks And Transformers. <i>2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS)</i>, Jan 2025, Lyon, France. pp.1-6, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/IPAS63548.2025.10924503\">⟨10.1109/IPAS63548.2025.10924503⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05073376v1\">⟨hal-05073376⟩</a>",
"title_s":["A Review On Fusion Of Spiking Neural Networks And Transformers"],
"authFullName_s":["Oumaima Marsi","Sébastien Ambellouis","José Mennesson","Cyril Meurie","Anthony Fleury","Charles Tatkeu"],
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"citationRef_s":"<i>JET'2024 International Congress for Applied Mechanics</i>, Association Française de Mécanique et des Matériaux, Nov 2024, Marrakech, Maroc",
"citationFull_s":"Krushna Shinde, Vincent Itier, José Mennesson, Dmytro Vasiukov, Modesar Shakoor. Un modèle réduit basé sur l'apprentissage profond pour prédire l'initiation et la propagation de fissures. <i>JET'2024 International Congress for Applied Mechanics</i>, Association Française de Mécanique et des Matériaux, Nov 2024, Marrakech, Maroc. <a target=\"_blank\" href=\"https://hal.science/hal-04789039v1\">⟨hal-04789039⟩</a>",
"title_s":["Un modèle réduit basé sur l'apprentissage profond pour prédire l'initiation et la propagation de fissures"],
"authFullName_s":["Krushna Shinde","Vincent Itier","José Mennesson","Dmytro Vasiukov","Modesar Shakoor"],
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"citationRef_s":"<i>9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS)</i>, Jun 2024, Lisbon, Portugal",
"citationFull_s":"Modesar Shakoor, Vincent Itier, José Mennesson. Deep learning for accelerating computational homogenization schemes: application to flows in porous media. <i>9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS)</i>, Jun 2024, Lisbon, Portugal. <a target=\"_blank\" href=\"https://hal.science/hal-04494006v1\">⟨hal-04494006⟩</a>",
"title_s":["Deep learning for accelerating computational homogenization schemes: application to flows in porous media"],
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"citationRef_s":"<i>20th International Conference on Content-based Multimedia Indexing</i>, Sep 2023, Orléans (France), France",
"citationFull_s":"Sami Barchid, Benjamin Allaert, Amel Aissaoui, José Mennesson, Chaabane Chabane Djeraba. Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras. <i>20th International Conference on Content-based Multimedia Indexing</i>, Sep 2023, Orléans (France), France. <a target=\"_blank\" href=\"https://hal.science/hal-04141831v1\">⟨hal-04141831⟩</a>",
"title_s":["Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras"],
"authFullName_s":["Sami Barchid","Benjamin Allaert","Amel Aissaoui","José Mennesson","Chaabane Chabane Djeraba"],
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"citationRef_s":"<i>Neurocomputing</i>, 2023, pp.126805. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.neucom.2023.126805\">⟨10.1016/j.neucom.2023.126805⟩</a>",
"citationFull_s":"Sami Barchid, José Mennesson, Jason Eshraghian, Chaabane Djéraba, Mohammed Bennamoun. Spiking neural networks for frame-based and event-based single object localization. <i>Neurocomputing</i>, 2023, pp.126805. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.neucom.2023.126805\">⟨10.1016/j.neucom.2023.126805⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04211268v1\">⟨hal-04211268⟩</a>",
"title_s":["Spiking neural networks for frame-based and event-based single object localization"],
"authFullName_s":["Sami Barchid","José Mennesson","Jason Eshraghian","Chaabane Djéraba","Mohammed Bennamoun"],
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"citationRef_s":"<i>Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)</i>, Jun 2023, Vancouver, Canada. pp.3902-3911",
"citationFull_s":"Sami Barchid, José Mennesson, Chaabane Chabane Djeraba. Exploring Joint Embedding Architectures and Data Augmentations for Self-Supervised Representation Learning in Event-Based Vision. <i>Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)</i>, Jun 2023, Vancouver, Canada. pp.3902-3911. <a target=\"_blank\" href=\"https://hal.science/hal-04132436v1\">⟨hal-04132436⟩</a>",
"title_s":["Exploring Joint Embedding Architectures and Data Augmentations for Self-Supervised Representation Learning in Event-Based Vision"],
"authFullName_s":["Sami Barchid","José Mennesson","Chaabane Chabane Djeraba"],
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"citationRef_s":"<i>IEEE International Joint Conference on Neural Networks 2023</i>, Jun 2023, Queensland, Australia",
"citationFull_s":"Matthieu Dabrowski, José Mennesson, Jérôme Riedi, Chaabane Chabane Djeraba. Semi-supervised GAN with sparse ground truth as Boundary Conditions. <i>IEEE International Joint Conference on Neural Networks 2023</i>, Jun 2023, Queensland, Australia. <a target=\"_blank\" href=\"https://hal.science/hal-04132474v1\">⟨hal-04132474⟩</a>",
"title_s":["Semi-supervised GAN with sparse ground truth as Boundary Conditions"],
"authFullName_s":["Matthieu Dabrowski","José Mennesson","Jérôme Riedi","Chaabane Chabane Djeraba"],
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"citationRef_s":"<i>Applied Mathematical Modelling</i>, 2023, 114, pp.94-113. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.apm.2022.09.034\">⟨10.1016/j.apm.2022.09.034⟩</a>",
"citationFull_s":"Krushna Shinde, Vincent Itier, José Mennesson, Dmytro Vasiukov, Modesar Shakoor. Dimensionality reduction through convolutional autoencoders for fracture patterns prediction. <i>Applied Mathematical Modelling</i>, 2023, 114, pp.94-113. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.apm.2022.09.034\">⟨10.1016/j.apm.2022.09.034⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03830762v1\">⟨hal-03830762⟩</a>",
"title_s":["Dimensionality reduction through convolutional autoencoders for fracture patterns prediction"],
"authFullName_s":["Krushna Shinde","Vincent Itier","José Mennesson","Dmytro Vasiukov","Modesar Shakoor"],
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"citationRef_s":"<i>2022 IEEE International Conference on Image Processing (ICIP)</i>, Oct 2022, Bordeaux, France. pp.3998-4002, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICIP46576.2022.9898061\">⟨10.1109/ICIP46576.2022.9898061⟩</a>",
"citationFull_s":"Sami Barchid, José Mennesson, Chaabane Djeraba. Bina-Rep Event Frames: A Simple and Effective Representation for Event-Based Cameras. <i>2022 IEEE International Conference on Image Processing (ICIP)</i>, Oct 2022, Bordeaux, France. pp.3998-4002, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICIP46576.2022.9898061\">⟨10.1109/ICIP46576.2022.9898061⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03892089v1\">⟨hal-03892089⟩</a>",
"title_s":["Bina-Rep Event Frames: A Simple and Effective Representation for Event-Based Cameras"],
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"citationRef_s":"<i>CBMI 2021 - Content-based Multimedia Indexing</i>, Jun 2021, Lille / Virtual, France",
"citationFull_s":"Sami Barchid, José Mennesson, Chaabane Chabane Djeraba. Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks. <i>CBMI 2021 - Content-based Multimedia Indexing</i>, Jun 2021, Lille / Virtual, France. <a target=\"_blank\" href=\"https://hal.science/hal-03264035v1\">⟨hal-03264035⟩</a>",
"title_s":["Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks"],
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"citationFull_s":"Sami Barchid, José Mennesson, Chaabane Chabane Djeraba. Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning. <i>CBMI 2021 - Content-based Multimedia Indexing</i>, Jun 2021, Lille / Virtual, France. <a target=\"_blank\" href=\"https://hal.science/hal-03264038v1\">⟨hal-03264038⟩</a>",
"title_s":["Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning"],
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"citationFull_s":"Romain Belmonte, Amel Aissaoui, Sofiane Mihoubi, Benjamin Allaert, José Mennesson, et al.. BAREM: A multimodal dataset of individuals interacting with an e-service platform. <i>CBMI 2021 - Content-based Multimedia Indexing</i>, Jun 2021, Lille / Virtual, France. <a target=\"_blank\" href=\"https://hal.science/hal-03263944v1\">⟨hal-03263944⟩</a>",
"title_s":["BAREM: A multimodal dataset of individuals interacting with an e-service platform"],
"authFullName_s":["Romain Belmonte","Amel Aissaoui","Sofiane Mihoubi","Benjamin Allaert","José Mennesson","Ioan Marius Bilasco","Laurent Goncalves"],
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"citationRef_s":"<i>Multimedia Tools and Applications</i>, In press",
"citationFull_s":"Delphine Poux, Benjamin Allaert, José Mennesson, Nacim Ihaddadene, Ioan Marius Bilasco, et al.. Facial Expressions Analysis Under Occlusions Based on Specificities of Facial Motion Propagation. <i>Multimedia Tools and Applications</i>, In press. <a target=\"_blank\" href=\"https://hal.science/hal-02859856v1\">⟨hal-02859856⟩</a>",
"title_s":["Facial Expressions Analysis Under Occlusions Based on Specificities of Facial Motion Propagation"],
"authFullName_s":["Delphine Poux","Benjamin Allaert","José Mennesson","Nacim Ihaddadene","Ioan Marius Bilasco","Chaabane Djeraba"],
"halId_s":"hal-02859856",
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"producedDateY_i":2020
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"citationRef_s":"<i>The 3rd Workshop on Human Factors in Modeling</i>, Oct 2018, Copenhagen, Denmark",
"citationFull_s":"Tatiana De-Wyse, Emmanuel Renaux, José Mennesson. Using sketch recognition for capturing developer's mental models. <i>The 3rd Workshop on Human Factors in Modeling</i>, Oct 2018, Copenhagen, Denmark. <a target=\"_blank\" href=\"https://hal.science/hal-01951959v1\">⟨hal-01951959⟩</a>",
"title_s":["Using sketch recognition for capturing developer's mental models"],
"authFullName_s":["Tatiana De-Wyse","Emmanuel Renaux","José Mennesson"],
"halId_s":"hal-01951959",
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"producedDateY_i":2018
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"citationRef_s":"<i>International Conference on Content-Based Multimedia Indexing (CBMI)</i>, Sep 2018, La Rochelle, France",
"citationFull_s":"Delphine Poux, Benjamin Allaert, José Mennesson, Nacim Ihaddadene, Ioan Marius Bilasco, et al.. Mastering Occlusions by Using Intelligent Facial Frameworks Based on the Propagation of Movement. <i>International Conference on Content-Based Multimedia Indexing (CBMI)</i>, Sep 2018, La Rochelle, France. <a target=\"_blank\" href=\"https://hal.science/hal-01845363v1\">⟨hal-01845363⟩</a>",
"title_s":["Mastering Occlusions by Using Intelligent Facial Frameworks Based on the Propagation of Movement"],
"authFullName_s":["Delphine Poux","Benjamin Allaert","José Mennesson","Nacim Ihaddadene","Ioan Marius Bilasco","Chaabane Djeraba"],
"halId_s":"hal-01845363",
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"citationRef_s":"<i>Signal Processing: Image Communication</i>, 2018, 61, pp.44-53. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.image.2017.11.002\">⟨10.1016/j.image.2017.11.002⟩</a>",
"citationFull_s":"B. Allaert, J. Mennesson, Ioan Marius Bilasco, C. Djeraba. Impact of the face registration techniques on facial expressions recognition. <i>Signal Processing: Image Communication</i>, 2018, 61, pp.44-53. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.image.2017.11.002\">⟨10.1016/j.image.2017.11.002⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01644769v2\">⟨hal-01644769v2⟩</a>",
"title_s":["Impact of the face registration techniques on facial expressions recognition"],
"authFullName_s":["B. Allaert","J. Mennesson","Ioan Marius Bilasco","C. Djeraba"],
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"citationFull_s":"Benjamin Allaert, José Mennesson, Ioan Marius Bilasco. EmoGame: Towards a Self-Rewarding Methodology for Capturing Children Faces in an Engaging Context. <i>7th International Workshop, HBU 2016 at ACMMM 2016 </i>, Oct 2016, Amsterdam, Netherlands. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-319-46843-3_1\">⟨10.1007/978-3-319-46843-3_1⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01380611v1\">⟨hal-01380611⟩</a>",
"title_s":["EmoGame: Towards a Self-Rewarding Methodology for Capturing Children Faces in an Engaging Context"],
"authFullName_s":["Benjamin Allaert","José Mennesson","Ioan Marius Bilasco"],
"halId_s":"hal-01380611",
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"citationRef_s":"<i>Reconnaissance des Formes et l'Intelligence Artificielle (RFIA)</i>, Jun 2016, Clermont-Ferrand, France",
"citationFull_s":"José Mennesson, Benjamin Allaert, Ioan Marius Bilasco. Fast head turns detection in low quality videos using optical flow. <i>Reconnaissance des Formes et l'Intelligence Artificielle (RFIA)</i>, Jun 2016, Clermont-Ferrand, France. <a target=\"_blank\" href=\"https://hal.science/hal-01542994v1\">⟨hal-01542994⟩</a>",
"title_s":["Fast head turns detection in low quality videos using optical flow"],
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"citationRef_s":"<i>COmpression et REprésentation des Signaux Audiovisuels (CORESA) 2016</i>, May 2016, Nancy, France",
"citationFull_s":"Benjamin Allaert, José Mennesson, Ioan Marius Bilasco, Chaabane Djeraba. Etude de la dynamique du visage en situation d'interaction naturelle. <i>COmpression et REprésentation des Signaux Audiovisuels (CORESA) 2016</i>, May 2016, Nancy, France. <a target=\"_blank\" href=\"https://hal.science/hal-01306045v1\">⟨hal-01306045⟩</a>",
"title_s":["Etude de la dynamique du visage en situation d'interaction naturelle"],
"authFullName_s":["Benjamin Allaert","José Mennesson","Ioan Marius Bilasco","Chaabane Djeraba"],
"halId_s":"hal-01306045",
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"producedDateY_i":2016
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"citationRef_s":"<i>International Conference on Computer Vision Theory and Applications (VISAPP)</i>, Feb 2016, Porto, Portugal",
"citationFull_s":"José Mennesson, Afifa Dahmane, Taner Danisman, Ioan Marius Bilasco. Head Yaw Estimation using Frontal Face Detector. <i>International Conference on Computer Vision Theory and Applications (VISAPP)</i>, Feb 2016, Porto, Portugal. <a target=\"_blank\" href=\"https://hal.science/hal-01306038v1\">⟨hal-01306038⟩</a>",
"title_s":["Head Yaw Estimation using Frontal Face Detector"],
"authFullName_s":["José Mennesson","Afifa Dahmane","Taner Danisman","Ioan Marius Bilasco"],
"halId_s":"hal-01306038",
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"citationRef_s":"<i>Science and Information Conference (SAI)</i>, Jul 2015, London, United Kingdom. pp.680 - 686, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/SAI.2015.7237215\">⟨10.1109/SAI.2015.7237215⟩</a>",
"citationFull_s":"Poh Lee Wong, Mohd Azam Osman, Talib Abdullah Zawawi, Jean-Christophe Burie, Jean-Marc Ogier, et al.. Recognition of fish based on generalized color Fourier descriptor. <i>Science and Information Conference (SAI)</i>, Jul 2015, London, United Kingdom. pp.680 - 686, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/SAI.2015.7237215\">⟨10.1109/SAI.2015.7237215⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01211794v1\">⟨hal-01211794⟩</a>",
"title_s":["Recognition of fish based on generalized color Fourier descriptor"],
"authFullName_s":["Poh Lee Wong","Mohd Azam Osman","Talib Abdullah Zawawi","Jean-Christophe Burie","Jean-Marc Ogier","Khairun Yahya","José Mennesson"],
"halId_s":"hal-01211794",
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"producedDateY_i":2015
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"citationRef_s":"<i>IEEE International Conference on Automatic Face and Gesture Recognition</i>, IEEE, May 2015, Ljubljana, Slovenia",
"citationFull_s":"José Mennesson, Benjamin Allaert, Ioan Marius Bilasco, Nico van Der Aa, Alexandre A. J. Denis, et al.. Faces and Thoughts: An Empathic Dairy. <i>IEEE International Conference on Automatic Face and Gesture Recognition</i>, IEEE, May 2015, Ljubljana, Slovenia. <a target=\"_blank\" href=\"https://hal.science/hal-01150212v1\">⟨hal-01150212⟩</a>",
"title_s":["Faces and Thoughts: An Empathic Dairy"],
"authFullName_s":["José Mennesson","Benjamin Allaert","Ioan Marius Bilasco","Nico van Der Aa","Alexandre A. J. Denis","Samuel Cruz-Lara"],
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"citationRef_s":"<i>International Conference on Image Processing</i>, Oct 2014, Paris, France. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICIP.2014.7025804\">⟨10.1109/ICIP.2014.7025804⟩</a>",
"citationFull_s":"José Mennesson, Pierre Tirilly, Jean Martinet. Elementary block extraction for mobile image search. <i>International Conference on Image Processing</i>, Oct 2014, Paris, France. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICIP.2014.7025804\">⟨10.1109/ICIP.2014.7025804⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01128690v1\">⟨hal-01128690⟩</a>",
"title_s":["Elementary block extraction for mobile image search"],
"authFullName_s":["José Mennesson","Pierre Tirilly","Jean Martinet"],
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"producedDateY_i":2014
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"citationRef_s":"<i>Pattern Recognition Letters</i>, 2014, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.patrec.2013.12.014\">⟨10.1016/j.patrec.2013.12.014⟩</a>",
"citationFull_s":"José Mennesson, Christophe Saint-Jean, Laurent Mascarilla. Color Fourier-Mellin Descriptors for Image Recognition. <i>Pattern Recognition Letters</i>, 2014, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.patrec.2013.12.014\">⟨10.1016/j.patrec.2013.12.014⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00920137v1\">⟨hal-00920137⟩</a>",
"title_s":["Color Fourier-Mellin Descriptors for Image Recognition"],
"authFullName_s":["José Mennesson","Christophe Saint-Jean","Laurent Mascarilla"],
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"citationRef_s":"<i>RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle)</i>, Jan 2012, Lyon, France. pp.978-2-9539515-2-3",
"citationFull_s":"José Mennesson, Christophe Saint-Jean, Laurent Mascarilla. Un nouvel ensemble de descripteurs de Fourier Clifford pour les images couleur : les GCFD3. <i>RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle)</i>, Jan 2012, Lyon, France. pp.978-2-9539515-2-3. <a target=\"_blank\" href=\"https://hal.science/hal-00656528v1\">⟨hal-00656528⟩</a>",
"title_s":["Un nouvel ensemble de descripteurs de Fourier Clifford pour les images couleur : les GCFD3"],
"authFullName_s":["José Mennesson","Christophe Saint-Jean","Laurent Mascarilla"],
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"citationRef_s":"<i>Traitement du Signal</i>, 2012, 29 (3-4-5), pp.359-382. <a target=\"_blank\" href=\"https://dx.doi.org/10.3166/TS.29.359-382\">⟨10.3166/TS.29.359-382⟩</a>",
"citationFull_s":"José Mennesson, Christophe Saint-Jean, Laurent Mascarilla. Un nouvel ensemble de descripteurs de Fourier Clifford pour les images couleur : les GCFD3. <i>Traitement du Signal</i>, 2012, 29 (3-4-5), pp.359-382. <a target=\"_blank\" href=\"https://dx.doi.org/10.3166/TS.29.359-382\">⟨10.3166/TS.29.359-382⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00808069v1\">⟨hal-00808069⟩</a>",
"title_s":["Un nouvel ensemble de descripteurs de Fourier Clifford pour les images couleur : les GCFD3"],
"authFullName_s":["José Mennesson","Christophe Saint-Jean","Laurent Mascarilla"],
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