Halim Benhabiles
Maître de conférences
Laboratoire / équipe
Publications
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"citationFull_s":"BILEL GUETARNI, Feryal Windal, Halim Benhabiles, Marianne Petit, Romain Dubois, et al.. A vision transformer-based framework for knowledge transfer from multi-modal to mono-modal lymphoma subtyping models. 2024. <a target=\"_blank\" href=\"https://hal.science/hal-04456283\">⟨hal-04456283⟩</a>",
"title_s":["A vision transformer-based framework for knowledge transfer from multi-modal to mono-modal lymphoma subtyping models",
"Un framework basé sur le vision transformer pour le transfert de connaissance multi-modal vers mono-modal de modèles de sous-typage de lymphome."],
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"Romain Dubois",
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"Dominique Collard"],
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"citationRef_s":"<i>Journal of Healthcare Informatics Research</i>, 2023, 6, pp.442-460. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s41666-022-00122-1\">⟨10.1007/s41666-022-00122-1⟩</a>",
"citationFull_s":"Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, et al.. SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data. <i>Journal of Healthcare Informatics Research</i>, 2023, 6, pp.442-460. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s41666-022-00122-1\">⟨10.1007/s41666-022-00122-1⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03951542\">⟨hal-03951542⟩</a>",
"title_s":["SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data"],
"authFullName_s":["Karim Hammoudi",
"Adnane Cabani",
"Bouthaina Slika",
"Halim Benhabiles",
"Fadi Dornaika",
"Mahmoud Melkemi"],
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"producedDateY_i":2023},
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"citationRef_s":"<i>2022 IEEE International Conference on Image Processing (ICIP)</i>, Oct 2022, Bordeaux, France. pp.3672-3676, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICIP46576.2022.9897442\">⟨10.1109/ICIP46576.2022.9897442⟩</a>",
"citationFull_s":"Ruiwen He, Halim Benhabiles, Feryal Windal, Gael Even, Christophe Audebert, et al.. A Cervix Detection Driven Deep Learning Approach for Cow Heat Analysis from Endoscopic Images. <i>2022 IEEE International Conference on Image Processing (ICIP)</i>, Oct 2022, Bordeaux, France. pp.3672-3676, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICIP46576.2022.9897442\">⟨10.1109/ICIP46576.2022.9897442⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03839222\">⟨hal-03839222⟩</a>",
"title_s":["A Cervix Detection Driven Deep Learning Approach for Cow Heat Analysis from Endoscopic Images"],
"authFullName_s":["Ruiwen He",
"Halim Benhabiles",
"Feryal Windal",
"Gael Even",
"Christophe Audebert",
"Dominique Collard",
"Abdelmalik Taleb-Ahmed"],
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"citationRef_s":"2022",
"citationFull_s":"Karim Hammoudi, Adnane Cabani, Halim Benhabiles, Mahmoud Melkemi. Image Style Transferred to Graphical User Interfaces. 2022. <a target=\"_blank\" href=\"https://hal.science/hal-03798607\">⟨hal-03798607⟩</a>",
"title_s":["Image Style Transferred to Graphical User Interfaces"],
"authFullName_s":["Karim Hammoudi",
"Adnane Cabani",
"Halim Benhabiles",
"Mahmoud Melkemi"],
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"citationRef_s":"<i>Medical Optical Imaging and Virtual Microscopy Image Analysis. MOVI 2022, held in conjunction with MICCAI 2022</i>, Sep 2022, Singapore, Singapore. pp.156-166, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-16961-8_16\">⟨10.1007/978-3-031-16961-8_16⟩</a>",
"citationFull_s":"Ziheng Yang, Halim Benhabiles, Feryal Windal, Jérôme Follet, Anne-Charlotte Leniere, et al.. A Coarse-to-Fine Segmentation Methodology Based on Deep Networks for Automated Analysis of Cryptosporidium Parasite from Fluorescence Microscopic Images. <i>Medical Optical Imaging and Virtual Microscopy Image Analysis. MOVI 2022, held in conjunction with MICCAI 2022</i>, Sep 2022, Singapore, Singapore. pp.156-166, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-16961-8_16\">⟨10.1007/978-3-031-16961-8_16⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03793026\">⟨hal-03793026⟩</a>",
"title_s":["A Coarse-to-Fine Segmentation Methodology Based on Deep Networks for Automated Analysis of Cryptosporidium Parasite from Fluorescence Microscopic Images"],
"authFullName_s":["Ziheng Yang",
"Halim Benhabiles",
"Feryal Windal",
"Jérôme Follet",
"Anne-Charlotte Leniere",
"Dominique Collard"],
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"citationRef_s":"<i>6th edition of the WorldS4 2022</i>, Aug 2022, London, United Kingdom. pp.225-235, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-981-19-7663-6_22\">⟨10.1007/978-981-19-7663-6_22⟩</a>",
"citationFull_s":"Tarek Maylaa, Feryal Windal, Halim Benhabiles, Gregory Maubon, Nathalie Maubon, et al.. A Hierarchical Deep Learning Framework for Nuclei 3D Reconstruction from Microscopic Stack-Images of 3D Cancer Cell Culture. <i>6th edition of the WorldS4 2022</i>, Aug 2022, London, United Kingdom. pp.225-235, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-981-19-7663-6_22\">⟨10.1007/978-981-19-7663-6_22⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04102225\">⟨hal-04102225⟩</a>",
"title_s":["A Hierarchical Deep Learning Framework for Nuclei 3D Reconstruction from Microscopic Stack-Images of 3D Cancer Cell Culture"],
"authFullName_s":["Tarek Maylaa",
"Feryal Windal",
"Halim Benhabiles",
"Gregory Maubon",
"Nathalie Maubon",
"Elodie Vandenhaute",
"Dominique Collard"],
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"citationRef_s":"<i>Applied Intelligence</i>, 2022, 52, pp 8372-8385. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10489-021-02910-5\">⟨10.1007/s10489-021-02910-5⟩</a>",
"citationFull_s":"Ruiwen He, Halim Benhabiles, Feryal Windal, Gaël Even, Christophe Audebert, et al.. A CNN-Based Methodology for Cow Heat Analysis from Endoscopic Images. <i>Applied Intelligence</i>, 2022, 52, pp 8372-8385. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10489-021-02910-5\">⟨10.1007/s10489-021-02910-5⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03429750\">⟨hal-03429750⟩</a>",
"title_s":["A CNN-Based Methodology for Cow Heat Analysis from Endoscopic Images"],
"authFullName_s":["Ruiwen He",
"Halim Benhabiles",
"Feryal Windal",
"Gaël Even",
"Christophe Audebert",
"Agathe Decherf",
"Dominique Collard",
"Abdelmalik Taleb-Ahmed"],
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"citationRef_s":"<i>Current Computer Aided-Drug Design</i>, 2022, 18 (2), pp.81-94. <a target=\"_blank\" href=\"https://dx.doi.org/10.2174/1573409918666220208120756\">⟨10.2174/1573409918666220208120756⟩</a>",
"citationFull_s":"Tarek Maylaa, Feryal Windal, Halim Benhabiles, Gregory Maubon, Nathalie Maubon, et al.. An evaluation of computational learning-based methods for the segmentation of nuclei in cervical cancer cells from microscopic images. <i>Current Computer Aided-Drug Design</i>, 2022, 18 (2), pp.81-94. <a target=\"_blank\" href=\"https://dx.doi.org/10.2174/1573409918666220208120756\">⟨10.2174/1573409918666220208120756⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03607696\">⟨hal-03607696⟩</a>",
"title_s":["An evaluation of computational learning-based methods for the segmentation of nuclei in cervical cancer cells from microscopic images"],
"authFullName_s":["Tarek Maylaa",
"Feryal Windal",
"Halim Benhabiles",
"Gregory Maubon",
"Nathalie Maubon",
"Elodie Vandenhaute",
"Dominique Collard"],
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"citationFull_s":"Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, et al.. SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation. 2022. <a target=\"_blank\" href=\"https://hal.science/hal-03639460\">⟨hal-03639460⟩</a>",
"title_s":["SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation"],
"authFullName_s":["Karim Hammoudi",
"Adnane Cabani",
"Bouthaina Slika",
"Halim Benhabiles",
"Fadi Dornaika",
"Mahmoud Melkemi"],
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"citationRef_s":"<i>Journal of Molecular Graphics and Modelling</i>, 2022, 111, pp.108103. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.jmgm.2021.108103\">⟨10.1016/j.jmgm.2021.108103⟩</a>",
"citationFull_s":"Florent Langenfeld, Tunde Aderinwale, Charles Christoffer, Woong-Hee Shin, Genki Terashi, et al.. Surface-based protein domains retrieval methods from a SHREC2021 challenge. <i>Journal of Molecular Graphics and Modelling</i>, 2022, 111, pp.108103. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.jmgm.2021.108103\">⟨10.1016/j.jmgm.2021.108103⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03538936\">⟨hal-03538936⟩</a>",
"title_s":["Surface-based protein domains retrieval methods from a SHREC2021 challenge"],
"authFullName_s":["Florent Langenfeld",
"Tunde Aderinwale",
"Charles Christoffer",
"Woong-Hee Shin",
"Genki Terashi",
"Xiao Wang",
"Daisuke Kihara",
"Halim Benhabiles",
"Karim Hammoudi",
"Adnane Cabani",
"Feryal Windal",
"Mahmoud Melkemi",
"Ekpo Otu",
"Reyer Zwiggelaar",
"David Hunter",
"Yonghuai Liu",
"Léa Sirugue",
"Huu-Nghia Nguyen",
"Tuan-Duy Nguyen",
"Vinh-Thuyen Nguyen-Truong",
"Danh Le",
"Hai-Dang Nguyen",
"Minh-Triet Tran",
"Matthieu Montès"],
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"citationRef_s":"<i>3D Shape Retrieval Challenge SHREC 2021 in 14th Eurographics Workshop on 3D Object Retrieval 2021, 3DOR'21</i>, Sep 2021, online, France. pp.19-26",
"citationFull_s":"Florent Langenfeld, Tunde Aderinwale, Charles Christoffer, Woong-Hee Shin, Genki Terashi, et al.. SHREC 2021: surface-based protein domains retrieval. <i>3D Shape Retrieval Challenge SHREC 2021 in 14th Eurographics Workshop on 3D Object Retrieval 2021, 3DOR'21</i>, Sep 2021, online, France. pp.19-26. <a target=\"_blank\" href=\"https://hal.science/hal-03467479\">⟨hal-03467479⟩</a>",
"title_s":["SHREC 2021: surface-based protein domains retrieval"],
"authFullName_s":["Florent Langenfeld",
"Tunde Aderinwale",
"Charles Christoffer",
"Woong-Hee Shin",
"Genki Terashi",
"Xiao Wang",
"Daisuke Kihara",
"Halim Benhabiles",
"Karim Hammoudi",
"Adnane Cabani",
"Feryal Windal",
"Mahmoud Melkemi",
"Ekpo Otu",
"Reyer Zwiggelaar",
"David Hunter",
"Yonghuai Liu",
"Léa Sirugue",
"H. Nguyen Huu-Nghia",
"H. Nguyen Tuan-Duy",
"Vinh-Thuyen Nguyen–truong",
"Danh Le",
"Hai-Dang Nguyen",
"Minh-Triet Tran",
"Matthieu Montès"],
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"citationRef_s":"<i>Signal & Image Processing : An International Journal</i>, 2021, 45 (7), pp.75. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10916-021-01745-4\">⟨10.1007/s10916-021-01745-4⟩</a>",
"citationFull_s":"Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, et al.. Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. <i>Signal & Image Processing : An International Journal</i>, 2021, 45 (7), pp.75. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10916-021-01745-4\">⟨10.1007/s10916-021-01745-4⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02533605\">⟨hal-02533605⟩</a>",
"title_s":["Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19"],
"authFullName_s":["Karim Hammoudi",
"Halim Benhabiles",
"Mahmoud Melkemi",
"Fadi Dornaika",
"Ignacio Arganda-Carreras",
"Dominique Collard",
"Arnaud Scherpereel"],
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"citationRef_s":"<i>Smart Health</i>, 2021, 19, pp.100144 -. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.smhl.2020.100144\">⟨10.1016/j.smhl.2020.100144⟩</a>",
"citationFull_s":"Adnane Cabani, Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi. MaskedFace-Net – A dataset of correctly/incorrectly masked face images in the context of COVID-19. <i>Smart Health</i>, 2021, 19, pp.100144 -. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.smhl.2020.100144\">⟨10.1016/j.smhl.2020.100144⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03492834\">⟨hal-03492834⟩</a>",
"title_s":["MaskedFace-Net – A dataset of correctly/incorrectly masked face images in the context of COVID-19"],
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"Karim Hammoudi",
"Halim Benhabiles",
"Mahmoud Melkemi"],
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"citationRef_s":"<i>Sixth International Congress on Information and Communication Technology, ICICT 2021</i>, Feb 2021, London (Virtual), United Kingdom. pp.457-464, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-981-16-2102-4_42\">⟨10.1007/978-981-16-2102-4_42⟩</a>",
"citationFull_s":"Halim Benhabiles, Abdelhakim Azzouz, Feryal Windal, Oriane Karleskind, Antonino Bongiovanni, et al.. Deep Learning-Based Classification of Pancreatic Adenocarcinoma from Fine Needle Aspiration/Biopsy Microscopic Images. <i>Sixth International Congress on Information and Communication Technology, ICICT 2021</i>, Feb 2021, London (Virtual), United Kingdom. pp.457-464, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-981-16-2102-4_42\">⟨10.1007/978-981-16-2102-4_42⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03559897\">⟨hal-03559897⟩</a>",
"title_s":["Deep Learning-Based Classification of Pancreatic Adenocarcinoma from Fine Needle Aspiration/Biopsy Microscopic Images"],
"authFullName_s":["Halim Benhabiles",
"Abdelhakim Azzouz",
"Feryal Windal",
"Oriane Karleskind",
"Antonino Bongiovanni",
"Meryem Tardivel",
"Thomas Lambin",
"Romain Gerard",
"Emmanuelle Leteurtre",
"Dominique Collard"],
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"citationRef_s":"<i>Neural Computing and Applications</i>, 2021, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s00521-021-06604-4\">⟨10.1007/s00521-021-06604-4⟩</a>",
"citationFull_s":"Ziheng Yang, Halim Benhabiles, Karim Hammoudi, Feryal Windal, Ruiwen He, et al.. A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images. <i>Neural Computing and Applications</i>, 2021, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s00521-021-06604-4\">⟨10.1007/s00521-021-06604-4⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03457872\">⟨hal-03457872⟩</a>",
"title_s":["A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images"],
"authFullName_s":["Ziheng Yang",
"Halim Benhabiles",
"Karim Hammoudi",
"Feryal Windal",
"Ruiwen He",
"Dominique Collard"],
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"citationRef_s":"<i>Computers and Graphics</i>, 2020, 91, pp.189-198. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cag.2020.07.013\">⟨10.1016/j.cag.2020.07.013⟩</a>",
"citationFull_s":"Florent Langenfeld, Yuxu Peng, Yu-Kun Lai, Paul L. Rosin, Tunde Aderinwale, et al.. SHREC 2020: multi-domain protein shape retrieval challenge. <i>Computers and Graphics</i>, 2020, 91, pp.189-198. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cag.2020.07.013\">⟨10.1016/j.cag.2020.07.013⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03321566\">⟨hal-03321566⟩</a>",
"title_s":["SHREC 2020: multi-domain protein shape retrieval challenge"],
"authFullName_s":["Florent Langenfeld",
"Yuxu Peng",
"Yu-Kun Lai",
"Paul L. Rosin",
"Tunde Aderinwale",
"Genki Terashi",
"Charles Christoffer",
"Daisuke Kihara",
"Halim Benhabiles",
"Karim Hammoudi",
"Adnane Cabani",
"Feryal Windal",
"Mahmoud Melkemi",
"Andrea Giachetti",
"Stelios Mylonas",
"Apostolos Axenopoulos",
"Petros Daras",
"Ekpo Otu",
"Reyer Zwiggelaar",
"David Hunter",
"Yonghuai Liu",
"Matthieu Montes"],
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"citationRef_s":"<i>Access Microbiology</i>, 2020, 2 (7A), <a target=\"_blank\" href=\"https://dx.doi.org/10.1099/acmi.ac2020.po0641\">⟨10.1099/acmi.ac2020.po0641⟩</a>",
"citationFull_s":"Claudia A. Ribeiro, Pedro Pinto, Christopher J. Warren, Alexis Vlandas, Isabelle Vuylsteke, et al.. Interreg 2 seas Project: Health For Dairy Cows, H4DC. <i>Access Microbiology</i>, 2020, 2 (7A), <a target=\"_blank\" href=\"https://dx.doi.org/10.1099/acmi.ac2020.po0641\">⟨10.1099/acmi.ac2020.po0641⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04388719\">⟨hal-04388719⟩</a>",
"title_s":["Interreg 2 seas Project: Health For Dairy Cows, H4DC"],
"authFullName_s":["Claudia A. Ribeiro",
"Pedro Pinto",
"Christopher J. Warren",
"Alexis Vlandas",
"Isabelle Vuylsteke",
"Evi Canniere",
"Martine Dellevoet",
"Janine Roemen",
"Anne Bourgeois",
"Helene Leruste",
"Maud Roblin",
"Feryal Windal",
"Halim Benhabiles",
"O. Hammouma",
"Caroline Deweer",
"Gary Robinson"],
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"citationFull_s":"Karim Hammoudi, Adnane Cabani, Halim Benhabiles, Mahmoud Melkemi. Validating the correct wearing of protection mask by taking a selfie: design of a mobile application \"CheckYourMask\" to limit the spread of COVID-19. 2020. <a target=\"_blank\" href=\"https://hal.science/hal-02614790\">⟨hal-02614790⟩</a>",
"title_s":["Validating the correct wearing of protection mask by taking a selfie: design of a mobile application \"CheckYourMask\" to limit the spread of COVID-19"],
"authFullName_s":["Karim Hammoudi",
"Adnane Cabani",
"Halim Benhabiles",
"Mahmoud Melkemi"],
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"citationRef_s":"<i>Computer Modeling in Engineering and Sciences</i>, 2020, 124 (3), pp.1049-1059. <a target=\"_blank\" href=\"https://dx.doi.org/10.32604/cmes.2020.011663\">⟨10.32604/cmes.2020.011663⟩</a>",
"citationFull_s":"Karim Hammoudi, Adnane Cabani, Halim Benhabiles, Mahmoud Melkemi. Validating the CorrectWearing of Protection Mask by Taking a Selfie: Design of a Mobile Application “CheckYourMask” to Limit the Spread of COVID-19. <i>Computer Modeling in Engineering and Sciences</i>, 2020, 124 (3), pp.1049-1059. <a target=\"_blank\" href=\"https://dx.doi.org/10.32604/cmes.2020.011663\">⟨10.32604/cmes.2020.011663⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03323304\">⟨hal-03323304⟩</a>",
"title_s":["Validating the CorrectWearing of Protection Mask by Taking a Selfie: Design of a Mobile Application “CheckYourMask” to Limit the Spread of COVID-19"],
"authFullName_s":["Karim Hammoudi",
"Adnane Cabani",
"Halim Benhabiles",
"Mahmoud Melkemi"],
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"citationRef_s":"<i>Advanced Multimedia and Ubiquitous Engineering</i>, 518, Springer Singapore, pp.221-227, 2019, Lecture Notes in Electrical Engineering, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-981-13-1328-8_28\">⟨10.1007/978-981-13-1328-8_28⟩</a>",
"citationFull_s":"Karim Hammoudi, Mahmoud Melkemi, Fadi Dornaika, Halim Benhabiles, Feryal Windal, et al.. A Comparative Study of 2 Resolution-Level LBP Descriptors and Compact Versions for Visual Analysis. <i>Advanced Multimedia and Ubiquitous Engineering</i>, 518, Springer Singapore, pp.221-227, 2019, Lecture Notes in Electrical Engineering, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-981-13-1328-8_28\">⟨10.1007/978-981-13-1328-8_28⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03747614\">⟨hal-03747614⟩</a>",
"title_s":["A Comparative Study of 2 Resolution-Level LBP Descriptors and Compact Versions for Visual Analysis"],
"authFullName_s":["Karim Hammoudi",
"Mahmoud Melkemi",
"Fadi Dornaika",
"Halim Benhabiles",
"Feryal Windal",
"Oussama Taoufik"],
"halId_s":"hal-03747614",
"docType_s":"COUV",
"producedDateY_i":2019},
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