Olivier Colot
Professeur des universités
CNU : SECTION 61 - GENIE INFORMATIQUE, AUTOMATIQUE ET TRAITEMENT DU SIGNAL
Laboratoire / équipe
Publications
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"citationRef_s":"<i>Entreprise & société</i>, 2020, Entreprise & Société 2020 – 1, n° 7, 2020 – 1 (n° 7), pp.37-65. <a target=\"_blank\" href=\"https://dx.doi.org/10.15122/isbn.978-2-406-10787-3.p.0037\">⟨10.15122/isbn.978-2-406-10787-3.p.0037⟩</a>",
"citationFull_s":"Jonathan Bauweraerts, Olivier Colot. Influence du type de CEO et de l’environnement concurrentiel sur la relation entre l'orientation entrepreneuriale et la performance des entreprises familiales. <i>Entreprise & société</i>, 2020, Entreprise & Société 2020 – 1, n° 7, 2020 – 1 (n° 7), pp.37-65. <a target=\"_blank\" href=\"https://dx.doi.org/10.15122/isbn.978-2-406-10787-3.p.0037\">⟨10.15122/isbn.978-2-406-10787-3.p.0037⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02998940v1\">⟨hal-02998940⟩</a>",
"title_s":["Influence du type de CEO et de l’environnement concurrentiel sur la relation entre l'orientation entrepreneuriale et la performance des entreprises familiales","Influence of the type of CEO and of the competitive environment on the relationship between entrepreneurial orientation and the performance of family businesses"],
"authFullName_s":["Jonathan Bauweraerts","Olivier Colot"],
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"citationRef_s":"<i>Expert Systems with Applications</i>, 2020, 150, pp.113332. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2020.113332\">⟨10.1016/j.eswa.2020.113332⟩</a>",
"citationFull_s":"Mahmoud Albardan, John Klein, Olivier Colot. SPOCC: Scalable POssibilistic Classifier Combination - toward robust aggregation of classifiers. <i>Expert Systems with Applications</i>, 2020, 150, pp.113332. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.eswa.2020.113332\">⟨10.1016/j.eswa.2020.113332⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02494735v1\">⟨hal-02494735⟩</a>",
"title_s":["SPOCC: Scalable POssibilistic Classifier Combination - toward robust aggregation of classifiers"],
"authFullName_s":["Mahmoud Albardan","John Klein","Olivier Colot"],
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"citationRef_s":"<i>ECML-PKDD, Decentralized Machine Learning at the Edge Workshop</i>, Sep 2019, Wurzburg, Germany. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-43823-4_26\">⟨10.1007/978-3-030-43823-4_26⟩</a>",
"citationFull_s":"John Klein, Mahmoud Albardan, Benjamin Guedj, Olivier Colot. Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles. <i>ECML-PKDD, Decentralized Machine Learning at the Edge Workshop</i>, Sep 2019, Wurzburg, Germany. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-43823-4_26\">⟨10.1007/978-3-030-43823-4_26⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01779989v1\">⟨hal-01779989⟩</a>",
"title_s":["Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles"],
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"citationRef_s":"<i>Scientific Reports</i>, 2018, 8 (1), <a target=\"_blank\" href=\"https://dx.doi.org/10.1038/s41598-018-28817-9\">⟨10.1038/s41598-018-28817-9⟩</a>",
"citationFull_s":"David Pasquier, Abderraouf Hadj Henni, Alexandre Escande, Emmanuelle Tresch, Nick Reynaert, et al.. Diffusion weighted MRI as an early predictor of tumor response to hypofractionated stereotactic boost for prostate cancer. <i>Scientific Reports</i>, 2018, 8 (1), <a target=\"_blank\" href=\"https://dx.doi.org/10.1038/s41598-018-28817-9\">⟨10.1038/s41598-018-28817-9⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01840461v1\">⟨hal-01840461⟩</a>",
"title_s":["Diffusion weighted MRI as an early predictor of tumor response to hypofractionated stereotactic boost for prostate cancer"],
"authFullName_s":["David Pasquier","Abderraouf Hadj Henni","Alexandre Escande","Emmanuelle Tresch","Nick Reynaert","Olivier Colot","Eric Lartigau","Nacim Betrouni"],
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"citationRef_s":"<i>International Journal of Approximate Reasoning</i>, In press, 92, pp.32-48. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.ijar.2017.10.004\">⟨10.1016/j.ijar.2017.10.004⟩</a>",
"citationFull_s":"John Klein, Sébastien Destercke, Olivier Colot. Idempotent conjunctive and disjunctive combination of belief functions by distance minimization. <i>International Journal of Approximate Reasoning</i>, In press, 92, pp.32-48. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.ijar.2017.10.004\">⟨10.1016/j.ijar.2017.10.004⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01629745v1\">⟨hal-01629745⟩</a>",
"title_s":["Idempotent conjunctive and disjunctive combination of belief functions by distance minimization"],
"authFullName_s":["John Klein","Sébastien Destercke","Olivier Colot"],
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"citationRef_s":"<i>4th International Conference on Belief Functions : Theory and Applications (BELIEF 2016)</i>, Sep 2016, Pragua, Czech Republic. pp.156-163, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-319-45559-4_16\">⟨10.1007/978-3-319-45559-4_16⟩</a>",
"citationFull_s":"John Klein, Sébastien Destercke, Olivier Colot. Idempotent Conjunctive Combination of Belief Functions by Distance Minimization. <i>4th International Conference on Belief Functions : Theory and Applications (BELIEF 2016)</i>, Sep 2016, Pragua, Czech Republic. pp.156-163, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-319-45559-4_16\">⟨10.1007/978-3-319-45559-4_16⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01396205v1\">⟨hal-01396205⟩</a>",
"title_s":["Idempotent Conjunctive Combination of Belief Functions by Distance Minimization"],
"authFullName_s":["John Klein","Sébastien Destercke","Olivier Colot"],
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"citationFull_s":"John Klein, Sébastien Destercke, Olivier Colot. Interpreting evidential distances by connecting them to partial orders: Application to belief function approximation. <i>International Journal of Approximate Reasoning</i>, 2016, 71, pp.15-33. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.ijar.2016.01.001\">⟨10.1016/j.ijar.2016.01.001⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01263550v1\">⟨hal-01263550⟩</a>",
"title_s":["Interpreting evidential distances by connecting them to partial orders: Application to belief function approximation"],
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"citationRef_s":"<i>IEEE transactions on systems, man, and cybernetics</i>, 2016, 46 (1), pp.109 - 122. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TCYB.2015.2395877\">⟨10.1109/TCYB.2015.2395877⟩</a>",
"citationFull_s":"Mehena Loudahi, John Klein, Jean-Marc Vannobel, Olivier Colot. Evidential Matrix Metrics as Distances Between Meta-Data Dependent Bodies of Evidence. <i>IEEE transactions on systems, man, and cybernetics</i>, 2016, 46 (1), pp.109 - 122. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TCYB.2015.2395877\">⟨10.1109/TCYB.2015.2395877⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01115637v1\">⟨hal-01115637⟩</a>",
"title_s":["Evidential Matrix Metrics as Distances Between Meta-Data Dependent Bodies of Evidence"],
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"citationRef_s":"<i>thrid international conference on belief functions</i>, Sep 2014, Oxford, United Kingdom. pp.422-431, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-319-11191-9_46\">⟨10.1007/978-3-319-11191-9_46⟩</a>",
"citationFull_s":"Mehena Loudahi, John Klein, Jean-Marc Vannobel, Olivier Colot. Fast computation of $L^p$ norm-based specialization distances between bodies of evidence. <i>thrid international conference on belief functions</i>, Sep 2014, Oxford, United Kingdom. pp.422-431, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-319-11191-9_46\">⟨10.1007/978-3-319-11191-9_46⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01015330v1\">⟨hal-01015330⟩</a>",
"title_s":["Fast computation of $L^p$ norm-based specialization distances between bodies of evidence"],
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"citationRef_s":"<i>third international conference on belief functions</i>, Sep 2014, Oxford, United Kingdom. pp.1-10, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-319-11191-9_1\">⟨10.1007/978-3-319-11191-9_1⟩</a>",
"citationFull_s":"John Klein, Mehena Loudahi, Jean-Marc Vannobel, Olivier Colot. $\\alpha$-junctions of categorical mass functions. <i>third international conference on belief functions</i>, Sep 2014, Oxford, United Kingdom. pp.1-10, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-319-11191-9_1\">⟨10.1007/978-3-319-11191-9_1⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01012048v2\">⟨hal-01012048v2⟩</a>",
"title_s":["$\\alpha$-junctions of categorical mass functions"],
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"citationFull_s":"Nasr Makni, Nacim Betrouni, Olivier Colot. Introducing spatial neighbourhood in Evidential C-Means for segmentation of multi-source images: Application to prostate multi-parametric MRI ☆. 2014. <a target=\"_blank\" href=\"https://hal.science/hal-01183343v1\">⟨hal-01183343⟩</a>",
"title_s":["Introducing spatial neighbourhood in Evidential C-Means for segmentation of multi-source images: Application to prostate multi-parametric MRI ☆"],
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"citationRef_s":"<i>Information Fusion</i>, 2014, 19, pp.61-72. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.inffus.2012.04.002\">⟨10.1016/j.inffus.2012.04.002⟩</a>",
"citationFull_s":"Nasr Makni, Nacim Betrouni, Olivier Colot. Introducing spatial neighbourhood in Evidential C-Means for segmentation of multi-source images: application to prostate multi-parametric MRI. <i>Information Fusion</i>, 2014, 19, pp.61-72. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.inffus.2012.04.002\">⟨10.1016/j.inffus.2012.04.002⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00818212v1\">⟨hal-00818212⟩</a>",
"title_s":["Introducing spatial neighbourhood in Evidential C-Means for segmentation of multi-source images: application to prostate multi-parametric MRI"],
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"citationRef_s":"<i>International Journal of Approximate Reasoning</i>, 2014, 55 (5), pp.1093-1112. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.ijar.2014.02.007\">⟨10.1016/j.ijar.2014.02.007⟩</a>",
"citationFull_s":"Mehena Loudahi, John Klein, Jean-Marc Vannobel, Olivier Colot. New distances between bodies of evidence based on Dempsterian specialization matrices and their consistency with the conjunctive combination rule. <i>International Journal of Approximate Reasoning</i>, 2014, 55 (5), pp.1093-1112. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.ijar.2014.02.007\">⟨10.1016/j.ijar.2014.02.007⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00964996v1\">⟨hal-00964996⟩</a>",
"title_s":["New distances between bodies of evidence based on Dempsterian specialization matrices and their consistency with the conjunctive combination rule"],
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"citationRef_s":"<i>Physics in Medicine and Biology</i>, 2013, 58 (23), pp.8493-8515. <a target=\"_blank\" href=\"https://dx.doi.org/10.1088/0031-9155/58/23/84\">⟨10.1088/0031-9155/58/23/84⟩</a>",
"citationFull_s":"Cyrille Feudjio-Kougoum, John Klein, Tiédeu Alain, Olivier Colot. Automatic extraction of pectoral muscle in MLO view of mammograms. <i>Physics in Medicine and Biology</i>, 2013, 58 (23), pp.8493-8515. <a target=\"_blank\" href=\"https://dx.doi.org/10.1088/0031-9155/58/23/84\">⟨10.1088/0031-9155/58/23/84⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00907114v1\">⟨hal-00907114⟩</a>",
"title_s":["Automatic extraction of pectoral muscle in MLO view of mammograms"],
"authFullName_s":["Cyrille Feudjio-Kougoum","John Klein","Tiédeu Alain","Olivier Colot"],
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"citationRef_s":"<i>Séminaire du CReSTIC - EA 3804, Université de Reims Champagne-Ardennes</i>, Mar 2013, Reims, France",
"citationFull_s":"Olivier Colot. Belief function theory for image processing. <i>Séminaire du CReSTIC - EA 3804, Université de Reims Champagne-Ardennes</i>, Mar 2013, Reims, France. <a target=\"_blank\" href=\"https://hal.science/hal-00806262v1\">⟨hal-00806262⟩</a>",
"title_s":["Belief function theory for image processing"],
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"citationRef_s":"<i>ACM Transactions on Intelligent Systems and Technology</i>, 2013, 4 (2), pp.33:1-33:16",
"citationFull_s":"Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot. A parts-based approach for automatic 3D-shape categorization using belief functions. <i>ACM Transactions on Intelligent Systems and Technology</i>, 2013, 4 (2), pp.33:1-33:16. <a target=\"_blank\" href=\"https://hal.science/hal-00794042v1\">⟨hal-00794042⟩</a>",
"title_s":["A parts-based approach for automatic 3D-shape categorization using belief functions"],
"authFullName_s":["Hedi Tabia","Mohamed Daoudi","Jean-Philippe Vandeborre","Olivier Colot"],
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"citationRef_s":"<i>Rencontres francophones sur la logique floue et ses applications - LFA 2012</i>, Nov 2012, Compiègne, France. pp.245-252",
"citationFull_s":"Mehena Loudahi, John Klein, Jean-Marc Vannobel, Olivier Colot. Conflit et indices de dissimilarité dans la TFC. <i>Rencontres francophones sur la logique floue et ses applications - LFA 2012</i>, Nov 2012, Compiègne, France. pp.245-252. <a target=\"_blank\" href=\"https://hal.science/hal-00766170v1\">⟨hal-00766170⟩</a>",
"title_s":["Conflit et indices de dissimilarité dans la TFC"],
"authFullName_s":["Mehena Loudahi","John Klein","Jean-Marc Vannobel","Olivier Colot"],
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"citationRef_s":"<i>6th IEEE International Conference on Intelligent Systems</i>, Sep 2012, Sofia, Bulgaria. pp.60-66, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/IS.2012.6335115\">⟨10.1109/IS.2012.6335115⟩</a>",
"citationFull_s":"André Bigand, Olivier Colot. Speckle noise reduction using an interval type-2 fuzzy sets filter. <i>6th IEEE International Conference on Intelligent Systems</i>, Sep 2012, Sofia, Bulgaria. pp.60-66, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/IS.2012.6335115\">⟨10.1109/IS.2012.6335115⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00765540v1\">⟨hal-00765540⟩</a>",
"title_s":["Speckle noise reduction using an interval type-2 fuzzy sets filter"],
"authFullName_s":["André Bigand","Olivier Colot"],
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"citationRef_s":"<i>Journal of Electronic Imaging</i>, 2012, 21 (2), pp.023011-1 - 023011-8. <a target=\"_blank\" href=\"https://dx.doi.org/10.1117/1.JEI.21.2.023011\">⟨10.1117/1.JEI.21.2.023011⟩</a>",
"citationFull_s":"Hedi Tabia, Mohamed Daoudi, Olivier Colot, Jean-Philippe Vandeborre. Three-dimensional object retrieval based on vector quantization of invariant descriptors. <i>Journal of Electronic Imaging</i>, 2012, 21 (2), pp.023011-1 - 023011-8. <a target=\"_blank\" href=\"https://dx.doi.org/10.1117/1.JEI.21.2.023011\">⟨10.1117/1.JEI.21.2.023011⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00702592v1\">⟨hal-00702592⟩</a>",
"title_s":["Three-dimensional object retrieval based on vector quantization of invariant descriptors"],
"authFullName_s":["Hedi Tabia","Mohamed Daoudi","Olivier Colot","Jean-Philippe Vandeborre"],
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"citationRef_s":"<i>2nd International Conference on Belief Functions</i>, May 2012, Compiègne, France. pp.189-196, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-642-29461-7_22\">⟨10.1007/978-3-642-29461-7_22⟩</a>",
"citationFull_s":"John Klein, Olivier Colot. A belief function model for pixel data. <i>2nd International Conference on Belief Functions</i>, May 2012, Compiègne, France. pp.189-196, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-642-29461-7_22\">⟨10.1007/978-3-642-29461-7_22⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00702603v1\">⟨hal-00702603⟩</a>",
"title_s":["A belief function model for pixel data"],
"authFullName_s":["John Klein","Olivier Colot"],
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"citationRef_s":"<i>Innovation and Research in BioMedical engineering</i>, 2011, 32 (5), pp.284-287. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.irbm.2011.09.006\">⟨10.1016/j.irbm.2011.09.006⟩</a>",
"citationFull_s":"Nasr Makni, Philippe Puech, Olivier Colot, Serge Mordon, Nacim Betrouni. Recalage géométrique non rigide pour le guidage de la thérapie focale laser du cancer de la prostate. <i>Innovation and Research in BioMedical engineering</i>, 2011, 32 (5), pp.284-287. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.irbm.2011.09.006\">⟨10.1016/j.irbm.2011.09.006⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00702598v1\">⟨hal-00702598⟩</a>",
"title_s":["Recalage géométrique non rigide pour le guidage de la thérapie focale laser du cancer de la prostate"],
"authFullName_s":["Nasr Makni","Philippe Puech","Olivier Colot","Serge Mordon","Nacim Betrouni"],
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"citationRef_s":"<i>Medical Physics</i>, 2011, 38 (11), pp.6093-6105",
"citationFull_s":"Nasr Makni, Anca Iancu, Olivier Colot, Philippe Puech, Serge Mordon, et al.. Zonal segmentation of prostate using multispectral magnetic resonance images. <i>Medical Physics</i>, 2011, 38 (11), pp.6093-6105. <a target=\"_blank\" href=\"https://hal.science/hal-00702548v1\">⟨hal-00702548⟩</a>",
"title_s":["Zonal segmentation of prostate using multispectral magnetic resonance images"],
"authFullName_s":["Nasr Makni","Anca Iancu","Olivier Colot","Philippe Puech","Serge Mordon","Nacim Betrouni"],
"halId_s":"hal-00702548",
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"citationRef_s":"<i>Innovation and Research in BioMedical engineering</i>, 2011, 32 (4), pp.251-265. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.irbm.2011.05.001\">⟨10.1016/j.irbm.2011.05.001⟩</a>",
"citationFull_s":"Nasr Makni, Philippe Puech, Olivier Colot, Serge Mordon, Nacim Betrouni. Approche hybride combinant champs de Markov et modèle statistique de forme pour l'extraction des contours de la prostate en IRM. <i>Innovation and Research in BioMedical engineering</i>, 2011, 32 (4), pp.251-265. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.irbm.2011.05.001\">⟨10.1016/j.irbm.2011.05.001⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-00702594v1\">⟨hal-00702594⟩</a>",
"title_s":["Approche hybride combinant champs de Markov et modèle statistique de forme pour l'extraction des contours de la prostate en IRM"],
"authFullName_s":["Nasr Makni","Philippe Puech","Olivier Colot","Serge Mordon","Nacim Betrouni"],
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"citationRef_s":"<i>IEEE International Conference on Multimedia and Expo (ICME)</i>, Jul 2011, Barcelona, Spain. pp.475",
"citationFull_s":"Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre. Non-rigid 3D shape classification using Bag-of-Feature techniques. <i>IEEE International Conference on Multimedia and Expo (ICME)</i>, Jul 2011, Barcelona, Spain. pp.475. <a target=\"_blank\" href=\"https://hal.science/hal-00666732v1\">⟨hal-00666732⟩</a>",
"title_s":["Non-rigid 3D shape classification using Bag-of-Feature techniques"],
"authFullName_s":["Hedi Tabia","Olivier Colot","Mohamed Daoudi","Jean-Philippe Vandeborre"],
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