José Mennesson
Maître de conférences
Laboratoire / équipe
Contact
Publications
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"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-04494006\">⟨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-04141831\">⟨hal-04141831⟩</a>",
"title_s":["Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras"],
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"Benjamin Allaert",
"Amel Aissaoui",
"José Mennesson",
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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-04211268\">⟨hal-04211268⟩</a>",
"title_s":["Spiking neural networks for frame-based and event-based single object localization"],
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"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-04132436\">⟨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",
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"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-04132474\">⟨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-03830762\">⟨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-03892089\">⟨hal-03892089⟩</a>",
"title_s":["Bina-Rep Event Frames: A Simple and Effective Representation for Event-Based Cameras"],
"authFullName_s":["Sami Barchid",
"José Mennesson",
"Chaabane Djeraba"],
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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-03264035\">⟨hal-03264035⟩</a>",
"title_s":["Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks"],
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"Chaabane Chabane Djeraba"],
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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. 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-03264038\">⟨hal-03264038⟩</a>",
"title_s":["Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning"],
"authFullName_s":["Sami Barchid",
"José Mennesson",
"Chaabane Chabane Djeraba"],
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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-03263944\">⟨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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"producedDateY_i":2021},
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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-02859856\">⟨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"],
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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-01951959\">⟨hal-01951959⟩</a>",
"title_s":["Using sketch recognition for capturing developer's mental models"],
"authFullName_s":["Tatiana De-Wyse",
"Emmanuel Renaux",
"José Mennesson"],
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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-01845363\">⟨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"],
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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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"citationRef_s":"<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>",
"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-01380611\">⟨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-01542994\">⟨hal-01542994⟩</a>",
"title_s":["Fast head turns detection in low quality videos using optical flow"],
"authFullName_s":["José Mennesson",
"Benjamin Allaert",
"Ioan Marius Bilasco"],
"halId_s":"hal-01542994",
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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-01306045\">⟨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"],
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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-01306038\">⟨hal-01306038⟩</a>",
"title_s":["Head Yaw Estimation using Frontal Face Detector"],
"authFullName_s":["José Mennesson",
"Afifa Dahmane",
"Taner Danisman",
"Ioan Marius Bilasco"],
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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-01211794\">⟨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"],
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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-01150212\">⟨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-01128690\">⟨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-00920137\">⟨hal-00920137⟩</a>",
"title_s":["Color Fourier-Mellin Descriptors for Image Recognition"],
"authFullName_s":["José Mennesson",
"Christophe Saint-Jean",
"Laurent Mascarilla"],
"halId_s":"hal-00920137",
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"producedDateY_i":2014},
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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-00656528\">⟨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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"producedDateY_i":2012},
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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-00808069\">⟨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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"citationRef_s":"Mathématiques générales [math.GM]. Université de La Rochelle, 2011. Français. <a target=\"_blank\" href=\"https://www.theses.fr/2011LAROS337\">⟨NNT : 2011LAROS337⟩</a>",
"citationFull_s":"José Mennesson. Méthodes fréquentielles pour la reconnaissance d'images couleur : une approche par les algèbres de Clifford. Mathématiques générales [math.GM]. Université de La Rochelle, 2011. Français. <a target=\"_blank\" href=\"https://www.theses.fr/2011LAROS337\">⟨NNT : 2011LAROS337⟩</a>. <a target=\"_blank\" href=\"https://theses.hal.science/tel-00703445\">⟨tel-00703445⟩</a>",
"title_s":["Méthodes fréquentielles pour la reconnaissance d'images couleur : une approche par les algèbres de Clifford",
"Frequency methods for color image recognition : An approach based on Clifford algebras"],
"authFullName_s":["José Mennesson"],
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"citationRef_s":"Leo Dorst and Joan Lasenby. <i>Guide to Geometric Algebra in Practice</i>, Springer London, pp.175-191, 2011, 978-0-85729-810-2. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-0-85729-811-9_9\">⟨10.1007/978-0-85729-811-9_9⟩</a>",
"citationFull_s":"José Mennesson, Christophe Saint-Jean, Laurent Mascarilla. Color Object Recognition Based On Clifford Fourier Transform. Leo Dorst and Joan Lasenby. <i>Guide to Geometric Algebra in Practice</i>, Springer London, pp.175-191, 2011, 978-0-85729-810-2. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-0-85729-811-9_9\">⟨10.1007/978-0-85729-811-9_9⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00808093\">⟨hal-00808093⟩</a>",
"title_s":["Color Object Recognition Based On Clifford Fourier Transform"],
"authFullName_s":["José Mennesson",
"Christophe Saint-Jean",
"Laurent Mascarilla"],
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"citationRef_s":"<i>International Conference on Image Processing (ICIP)</i>, Sep 2010, Hong Kong, China. pp.2685-2688, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICIP.2010.5651939\">⟨10.1109/ICIP.2010.5651939⟩</a>",
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"title_s":["A phase correlation for color images using Clifford algebra"],
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