Olivier Colot

Professeur des universités
CNU : SECTION 61 - GENIE INFORMATIQUE, AUTOMATIQUE ET TRAITEMENT DU SIGNAL
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Olivier Colot

Professeur des universités

Publications

Article dans des revues

  • 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. Entreprise & société, Classiques Garnier, 2020, Entreprise & Société 2020 – 1, n° 7, 2020 – 1 (n° 7), pp.37-65. ⟨10.15122/isbn.978-2-406-10787-3.p.0037⟩. ⟨hal-02998940⟩
  • Mahmoud Albardan, John Klein, Olivier Colot. SPOCC: Scalable POssibilistic Classifier Combination - toward robust aggregation of classifiers. Expert Systems with Applications, Elsevier, 2020, 150, pp.113332. ⟨10.1016/j.eswa.2020.113332⟩. ⟨hal-02494735⟩
  • 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. Scientific Reports, Nature Publishing Group, 2018, 8 (1). ⟨hal-02021696⟩
  • 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. Scientific Reports, Nature Publishing Group, 2018, 8 (1), ⟨10.1038/s41598-018-28817-9⟩. ⟨hal-01840461⟩
  • John Klein, Sébastien Destercke, Olivier Colot. Idempotent conjunctive and disjunctive combination of belief functions by distance minimization. International Journal of Approximate Reasoning, Elsevier, In press, 92, pp.32-48. ⟨hal-01629745⟩
  • John Klein, Sébastien Destercke, Olivier Colot. Interpreting evidential distances by connecting them to partial orders: Application to belief function approximation. International Journal of Approximate Reasoning, Elsevier, 2016, 71, pp.15-33. ⟨10.1016/j.ijar.2016.01.001⟩. ⟨hal-01263550⟩
  • Mehena Loudahi, John Klein, Jean-Marc Vannobel, Olivier Colot. Evidential Matrix Metrics as Distances Between Meta-Data Dependent Bodies of Evidence. IEEE transactions on systems, man, and cybernetics, Institute of Electrical and Electronics Engineers (IEEE), 2016, 46 (1), pp.109 - 122. ⟨10.1109/TCYB.2015.2395877⟩. ⟨hal-01115637⟩
  • 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. Information Fusion, Elsevier, 2014, 19, pp.61-72. ⟨10.1016/j.inffus.2012.04.002⟩. ⟨hal-00818212⟩
  • 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. International Journal of Approximate Reasoning, Elsevier, 2014, 55 (5), pp.1093-1112. ⟨10.1016/j.ijar.2014.02.007⟩. ⟨hal-00964996⟩
  • Cyrille Feudjio-Kougoum, John Klein, Tiédeu Alain, Olivier Colot. Automatic extraction of pectoral muscle in MLO view of mammograms. Physics in Medicine and Biology, IOP Publishing, 2013, 58 (23), pp.8493-8515. ⟨10.1088/0031-9155/58/23/84⟩. ⟨hal-00907114⟩
  • Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot. A parts-based approach for automatic 3D-shape categorization using belief functions. ACM Transactions on Intelligent Systems and Technology, ACM, 2013, 4 (2), pp.33:1-33:16. ⟨hal-00794042⟩
  • Hedi Tabia, Mohamed Daoudi, Olivier Colot, Jean-Philippe Vandeborre. Three-dimensional object retrieval based on vector quantization of invariant descriptors. Journal of Electronic Imaging, SPIE and IS&T, 2012, 21 (2), pp.023011-1 - 023011-8. ⟨10.1117/1.JEI.21.2.023011⟩. ⟨hal-00702592⟩
  • Nasr Makni, Anca Iancu, Olivier Colot, Philippe Puech, Serge Mordon, et al.. Zonal segmentation of prostate using multispectral magnetic resonance images. Medical Physics, American Association of Physicists in Medicine, 2011, 38 (11), pp.6093-6105. ⟨hal-00702548⟩
  • 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. Innovation and Research in BioMedical engineering, Elsevier Masson, 2011, 32 (5), pp.284-287. ⟨10.1016/j.irbm.2011.09.006⟩. ⟨hal-00702598⟩
  • 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. Innovation and Research in BioMedical engineering, Elsevier Masson, 2011, 32 (4), pp.251-265. ⟨10.1016/j.irbm.2011.05.001⟩. ⟨hal-00702594⟩
  • Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot. A new 3D-matching method of non-rigid and partially similar models using curve analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2011, 33 (4), pp.852-858. ⟨10.1109/TPAMI.2010.202⟩. ⟨hal-00660801⟩
  • John Klein, Olivier Colot. Singular sources mining using evidential conflict analysis. International Journal of Approximate Reasoning, Elsevier, 2011, 52 (9), pp.1433 - 1451. ⟨10.1016/j.ijar.2011.08.005⟩. ⟨hal-00668096⟩
  • André Bigand, Olivier Colot. Fuzzy filter based on interval-valued fuzzy sets for image filtering. Fuzzy Sets and Systems, Elsevier, 2010, 161 (1), pp.96-117. ⟨10.1016/j.fss.2009.03.010⟩. ⟨hal-00702581⟩
  • Nasr Makni, Philippe Puech, Renaud Lopes, Anne-Sophie Dewalle, Olivier Colot, et al.. Combining a deformable model and a probabilistic framework for an automatic 3D segmentation of prostate on MRI. International Journal of Computer Assisted Radiology and Surgery, Springer Verlag, 2009, 4 (2), pp.181-188. ⟨10.1007/s11548-008-0281-y⟩. ⟨hal-00702584⟩
  • Anne-Sophie Capelle-Laizé, Olivier Colot, Christine Fernandez-Maloigne. Evidential segmentation scheme of multi-echo MR images for the detection of brain tumors using neighborhood information. Journal of Information Fusion, 2004, 5 (3), pp.203. ⟨10.1016/j.inffus.2003.10.001⟩. ⟨hal-00336552⟩
  • Eric Lefevre, Olivier Colot, Patrick Vannoorenberghe. Reply to the Comments of R. Haenni on the paper "Belief functions combination and conflict management". Information Fusion, Elsevier, 2003, 4 (1), pp.63-65. ⟨10.1016/S1566-2535(02)00103-3⟩. ⟨hal-03354187⟩

Communication dans un congrès

  • John Klein, Mahmoud Albardan, Benjamin Guedj, Olivier Colot. Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles. ECML-PKDD, Decentralized Machine Learning at the Edge Workshop, Sep 2019, Wurzburg, Germany. ⟨10.1007/978-3-030-43823-4_26⟩. ⟨hal-01779989⟩
  • John Klein, Sébastien Destercke, Olivier Colot. Idempotent Conjunctive Combination of Belief Functions by Distance Minimization. 4th International Conference on Belief Functions : Theory and Applications (BELIEF 2016), Sep 2016, Pragua, Czech Republic. pp.156-163, ⟨10.1007/978-3-319-45559-4_16⟩. ⟨hal-01396205⟩
  • John Klein, Mehena Loudahi, Jean-Marc Vannobel, Olivier Colot. $\alpha$-junctions of categorical mass functions. third international conference on belief functions, Sep 2014, Oxford, United Kingdom. pp.1-10, ⟨10.1007/978-3-319-11191-9_1⟩. ⟨hal-01012048v2⟩
  • Mehena Loudahi, John Klein, Jean-Marc Vannobel, Olivier Colot. Fast computation of $L^p$ norm-based specialization distances between bodies of evidence. thrid international conference on belief functions, Sep 2014, Oxford, United Kingdom. pp.422-431, ⟨10.1007/978-3-319-11191-9_46⟩. ⟨hal-01015330⟩
  • Olivier Colot. Belief function theory for image processing. Séminaire du CReSTIC - EA 3804, Université de Reims Champagne-Ardennes, Mar 2013, Reims, France. ⟨hal-00806262⟩
  • Mehena Loudahi, John Klein, Jean-Marc Vannobel, Olivier Colot. Conflit et indices de dissimilarité dans la TFC. Rencontres francophones sur la logique floue et ses applications - LFA 2012, Nov 2012, Compiègne, France. pp.245-252. ⟨hal-00766170⟩
  • André Bigand, Olivier Colot. Speckle noise reduction using an interval type-2 fuzzy sets filter. 6th IEEE International Conference on Intelligent Systems, Sep 2012, Sofia, Bulgaria. pp.60-66, ⟨10.1109/IS.2012.6335115⟩. ⟨hal-00765540⟩
  • John Klein, Olivier Colot. A belief function model for pixel data. 2nd International Conference on Belief Functions, May 2012, Compiègne, France. pp.189-196, ⟨10.1007/978-3-642-29461-7_22⟩. ⟨hal-00702603⟩
  • Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre. Non-rigid 3D shape classification using Bag-of-Feature techniques. IEEE International Conference on Multimedia and Expo (ICME), Jul 2011, Barcelona, Spain. pp.475. ⟨hal-00666732⟩
  • Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot. Deformable Shape Retrieval using Bag-of-Feature techniques. 3D Image Processing (3DIP) and Applications II, Jan 2011, San Francisco, United States. pp.7864B-28. ⟨hal-00666739⟩
  • Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot. Local Visual Patch for 3D Shape Retrieval. ACM Multimedia Workshop on 3D Object Retrieval 2010, Oct 2010, Florence, Italy. pp.WS02. ⟨hal-00666748⟩
  • Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre. 3D-shape retrieval using curves and HMM. 20th IEEE International Conference on Pattern Recognition (ICPR 2010), Aug 2010, Istanbul, Turkey. pp.WeBCT9.6. ⟨hal-00667989⟩
  • John Klein, Olivier Colot. Automatic discounting rate computation using a dissent criterion. Workshop on the theory of belief functions, Mar 2010, Brest, France. pp.1-6. ⟨hal-00668110⟩
  • Olivier Colot. Fusion d'informations dans le cadre de la théorie des fonctions de croyance : applications en imagerie. EGC, Jan 2009, France. ⟨hal-00713770⟩
  • Nasr Makni, Philippe Puech, Renaud Lopes, Romain Viard, Olivier Colot, et al.. Automatic 3D segmentation of prostate in MRI combining a priori knowledge, Markov fields and Bayesian framework. 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - EMBC 2008, Aug 2008, Vancouver, Canada. pp.2992-2995. ⟨hal-00776489⟩
  • Jean-Marc Vannobel, Ilaitsivery Jacques Madiomanana, Olivier Colot. About the combination of belief functions on real numbers and the fusion based on maximal coherent sets. 10th International Conference on Information Fusion - Fusion 2008, Jun 2008, Köln, Germany. pp.783-790. ⟨hal-00776512⟩
  • Nasr Makni, Philippe Puech, Renaud Lopes, Anne-Sophie Dewalle, Olivier Colot, et al.. Toward automatic zonal segmentation of prostate by combining a deformable model and a probabilistic framework. 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - ISBI 2008, May 2008, Paris, France. pp.69-72. ⟨hal-00776496⟩
  • Olivier Colot, Mélanie Croquet. " La combinaison d'indicateurs comptables et de caractéristiques de propriété et de gestion permet-elle d'expliquer l'endettement financier des PME familiales ? ". Comptabilité et Connaissances, May 2005, France. pp.CD-Rom. ⟨halshs-00581179⟩
  • Anne-Sophie Capelle-Laizé, Olivier Colot, Christine Fernandez-Maloigne. Evidential Clustering Algorithm for Color Quantization. IS&T - Beijing International Conference on Imaging: Technology and Applications, May 2005, Beijing, China. 2 p. ⟨hal-00343867⟩
  • Anne-Sophie Capelle-Laizé, Olivier Colot, Christine Fernandez-Maloigne. Quantification des images couleur par un algorithme de classification crédibiliste. 20° Colloque sur le traitement du signal et des images, 2005, Louvain-La-Neuve, Belgique. pp.424-427. ⟨hal-00343860⟩
  • Madain Perez-Patricio, François Cabestaing, Olivier Colot, Pierre Bonnet. A similarity-based adaptive neighborhood method for correlation-based stereo matching. IEEE International Conference on Image Processing, ICIP '04, Oct 2004, Singapore, Singapore. pp.1341-1344, ⟨10.1109/ICIP.2004.1419747⟩. ⟨hal-00521081⟩
  • Anne-Sophie Capelle-Laizé, Olivier Colot, Christine Fernandez-Maloigne. Segmentation of brain tumors by evidence theory: on the use of the conflict information. 7th International Conference on Information Fusion, Jul 2004, Stockholm, Sweden. 8 p. ⟨hal-00343870⟩
  • Anne-Sophie Capelle-Laizé, Olivier Colot, Christine Fernandez-Maloigne. 3D Segmentation of MR Brain Images into White Matter, Gray Matter and Cerebro-spinal Fluid by Means of Evidence Theory. Artificial Intelligence in Medicine in Europe, Oct 2003, Protaras, Cyprus. pp.112-116, ⟨10.1007/b12009⟩. ⟨hal-00343837⟩
  • Anne-Sophie Capelle-Laizé, Christine Fernandez-Maloigne, Olivier Colot. Introduction of spatial information within the context of evidence theory. International Conference on Acoustics, Speech and Signal Processing (ICASSP'03), 2003, Hong Kong, France. pp.II-785-8, ⟨10.1109/ICASSP.2003.1202484⟩. ⟨hal-02297504⟩

Chapitre d'ouvrage

  • Patrick Vannoorenberghe, Ludovic Macaire, Olivier Colot. Evidence-based pixel labeling for color image segmentation. Computer Vision Research Progress, Nova Publishers, pp.279-296, 2008, 1-60021-992-6. ⟨hal-00776478⟩

Autre publication

  • 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. ⟨hal-01183343⟩