Olivier Colot

Professeur des Universités

Documents

Publications

	Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles John Klein , Mahmoud Albardan , Benjamin Guedj , Olivier Colot ECML-PKDD, Decentralized Machine Learning at the Edge Workshop, Sep 2019, Wurzburg, Germany. ⟨10.1007/978-3-030-43823-4_26⟩ Communication dans un congrès hal-01779989v1
	Idempotent Conjunctive Combination of Belief Functions by Distance Minimization John Klein , Sébastien Destercke , Olivier Colot 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⟩ Communication dans un congrès hal-01396205v1
	$\alpha$-junctions of categorical mass functions John Klein , Mehena Loudahi , Jean-Marc Vannobel , Olivier Colot third international conference on belief functions, Sep 2014, Oxford, United Kingdom. pp.1-10, ⟨10.1007/978-3-319-11191-9_1⟩ Communication dans un congrès hal-01012048v2
	Fast computation of $L^p$ norm-based specialization distances between bodies of evidence Mehena Loudahi , John Klein , Jean-Marc Vannobel , Olivier Colot thrid international conference on belief functions, Sep 2014, Oxford, United Kingdom. pp.422-431, ⟨10.1007/978-3-319-11191-9_46⟩ Communication dans un congrès hal-01015330v1
	Belief function theory for image processing Olivier Colot Séminaire du CReSTIC - EA 3804, Université de Reims Champagne-Ardennes, Mar 2013, Reims, France Communication dans un congrès hal-00806262v1
	A belief function model for pixel data John Klein , Olivier Colot 2nd International Conference on Belief Functions, May 2012, Compiègne, France. pp.189-196, ⟨10.1007/978-3-642-29461-7_22⟩ Communication dans un congrès hal-00702603v1
	Conflit et indices de dissimilarité dans la TFC Mehena Loudahi , John Klein , Jean-Marc Vannobel , Olivier Colot Rencontres francophones sur la logique floue et ses applications - LFA 2012, Nov 2012, Compiègne, France. pp.245-252 Communication dans un congrès hal-00766170v1
	Speckle noise reduction using an interval type-2 fuzzy sets filter André Bigand , Olivier Colot 6th IEEE International Conference on Intelligent Systems, Sep 2012, Sofia, Bulgaria. pp.60-66, ⟨10.1109/IS.2012.6335115⟩ Communication dans un congrès hal-00765540v1
	Deformable Shape Retrieval using Bag-of-Feature techniques Hedi Tabia , Mohamed Daoudi , Jean-Philippe Vandeborre , Olivier Colot 3D Image Processing (3DIP) and Applications II, Jan 2011, San Francisco, United States. pp.7864B-28 Communication dans un congrès hal-00666739v1
	Non-rigid 3D shape classification using Bag-of-Feature techniques Hedi Tabia , Olivier Colot , Mohamed Daoudi , Jean-Philippe Vandeborre IEEE International Conference on Multimedia and Expo (ICME), Jul 2011, Barcelona, Spain. pp.475 Communication dans un congrès hal-00666732v1
	Automatic discounting rate computation using a dissent criterion John Klein , Olivier Colot Workshop on the theory of belief functions, Mar 2010, Brest, France. pp.1-6 Communication dans un congrès hal-00668110v1
	3D-shape retrieval using curves and HMM Hedi Tabia , Olivier Colot , Mohamed Daoudi , Jean-Philippe Vandeborre 20th IEEE International Conference on Pattern Recognition (ICPR 2010), Aug 2010, Istanbul, Turkey. pp.WeBCT9.6 Communication dans un congrès hal-00667989v1
	Local Visual Patch for 3D Shape Retrieval Hedi Tabia , Mohamed Daoudi , Jean-Philippe Vandeborre , Olivier Colot ACM Multimedia Workshop on 3D Object Retrieval 2010, Oct 2010, Florence, Italy. pp.WS02 Communication dans un congrès hal-00666748v1
	Fusion d'informations dans le cadre de la théorie des fonctions de croyance : applications en imagerie Olivier Colot EGC, Jan 2009, France Communication dans un congrès hal-00713770v1
	About the combination of belief functions on real numbers and the fusion based on maximal coherent sets Jean-Marc Vannobel , Ilaitsivery Jacques Madiomanana , Olivier Colot 10th International Conference on Information Fusion - Fusion 2008, Jun 2008, Köln, Germany. pp.783-790 Communication dans un congrès hal-00776512v1
	Toward automatic zonal segmentation of prostate by combining a deformable model and a probabilistic framework Nasr Makni , Philippe Puech , Renaud Lopes , Anne-Sophie Dewalle , Olivier Colot 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - ISBI 2008, May 2008, Paris, France. pp.69-72 Communication dans un congrès hal-00776496v1
	Automatic 3D segmentation of prostate in MRI combining a priori knowledge, Markov fields and Bayesian framework Nasr Makni , Philippe Puech , Renaud Lopes , Romain Viard , Olivier Colot 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - EMBC 2008, Aug 2008, Vancouver, Canada. pp.2992-2995 Communication dans un congrès hal-00776489v1
	" La combinaison d'indicateurs comptables et de caractéristiques de propriété et de gestion permet-elle d'expliquer l'endettement financier des PME familiales ? " Olivier Colot , Mélanie Croquet Comptabilité et Connaissances, May 2005, France. pp.CD-Rom Communication dans un congrès halshs-00581179v1
	Quantification des images couleur par un algorithme de classification crédibiliste Anne-Sophie Capelle-Laizé , Olivier Colot , Christine Fernandez-Maloigne 20° Colloque sur le traitement du signal et des images, 2005, Louvain-La-Neuve, Belgique. pp.424-427 Communication dans un congrès hal-00343860v1
	Evidential Clustering Algorithm for Color Quantization Anne-Sophie Capelle-Laizé , Olivier Colot , Christine Fernandez-Maloigne IS&T - Beijing International Conference on Imaging: Technology and Applications, May 2005, Beijing, China. 2 p Communication dans un congrès hal-00343867v1
	Segmentation of brain tumors by evidence theory: on the use of the conflict information Anne-Sophie Capelle-Laizé , Olivier Colot , Christine Fernandez-Maloigne 7th International Conference on Information Fusion, Jul 2004, Stockholm, Sweden. 8 p Communication dans un congrès hal-00343870v1
	A similarity-based adaptive neighborhood method for correlation-based stereo matching Madain Perez-Patricio , François Cabestaing , Olivier Colot , Pierre Bonnet IEEE International Conference on Image Processing, ICIP '04, Oct 2004, Singapore, Singapore. pp.1341-1344, ⟨10.1109/ICIP.2004.1419747⟩ Communication dans un congrès hal-00521081v1
	3D Segmentation of MR Brain Images into White Matter, Gray Matter and Cerebro-spinal Fluid by Means of Evidence Theory Anne-Sophie Capelle-Laizé , Olivier Colot , Christine Fernandez-Maloigne Artificial Intelligence in Medicine in Europe, Oct 2003, Protaras, Cyprus. pp.112-116, ⟨10.1007/b12009⟩ Communication dans un congrès hal-00343837v1
	Introduction of spatial information within the context of evidence theory Anne-Sophie Capelle-Laizé , Christine Fernandez-Maloigne , Olivier Colot International Conference on Acoustics, Speech and Signal Processing (ICASSP'03), 2003, Hong Kong, France. pp.II-785-8, ⟨10.1109/ICASSP.2003.1202484⟩ Communication dans un congrès hal-02297504v1

	Influence du type de CEO et de l’environnement concurrentiel sur la relation entre l'orientation entrepreneuriale et la performance des entreprises familiales Jonathan Bauweraerts , Olivier Colot Entreprise & société, 2020, Entreprise & Société 2020 – 1, n° 7, 2020 – 1 (n° 7), pp.37-65. ⟨10.15122/isbn.978-2-406-10787-3.p.0037⟩ Article dans une revue hal-02998940v1
	SPOCC: Scalable POssibilistic Classifier Combination - toward robust aggregation of classifiers Mahmoud Albardan , John Klein , Olivier Colot Expert Systems with Applications, 2020, 150, pp.113332. ⟨10.1016/j.eswa.2020.113332⟩ Article dans une revue hal-02494735v1
	Diffusion weighted MRI as an early predictor of tumor response to hypofractionated stereotactic boost for prostate cancer David Pasquier , Abderraouf Hadj Henni , Alexandre Escande , Emmanuelle Tresch , Nick Reynaert Scientific Reports, 2018, 8 (1) Article dans une revue hal-02021696v1
	Diffusion weighted MRI as an early predictor of tumor response to hypofractionated stereotactic boost for prostate cancer David Pasquier , Abderraouf Hadj Henni , Alexandre Escande , Emmanuelle Tresch , Nick Reynaert Scientific Reports, 2018, 8 (1), ⟨10.1038/s41598-018-28817-9⟩ Article dans une revue hal-01840461v1
	Idempotent conjunctive and disjunctive combination of belief functions by distance minimization John Klein , Sébastien Destercke , Olivier Colot International Journal of Approximate Reasoning, inPress, 92, pp.32-48. ⟨10.1016/j.ijar.2017.10.004⟩ Article dans une revue hal-01629745v1
	Evidential Matrix Metrics as Distances Between Meta-Data Dependent Bodies of Evidence Mehena Loudahi , John Klein , Jean-Marc Vannobel , Olivier Colot IEEE transactions on systems, man, and cybernetics, 2016, 46 (1), pp.109 - 122. ⟨10.1109/TCYB.2015.2395877⟩ Article dans une revue hal-01115637v1
	Interpreting evidential distances by connecting them to partial orders: Application to belief function approximation John Klein , Sébastien Destercke , Olivier Colot International Journal of Approximate Reasoning, 2016, 71, pp.15-33. ⟨10.1016/j.ijar.2016.01.001⟩ Article dans une revue hal-01263550v1
	New distances between bodies of evidence based on Dempsterian specialization matrices and their consistency with the conjunctive combination rule Mehena Loudahi , John Klein , Jean-Marc Vannobel , Olivier Colot International Journal of Approximate Reasoning, 2014, 55 (5), pp.1093-1112. ⟨10.1016/j.ijar.2014.02.007⟩ Article dans une revue hal-00964996v1
	Introducing spatial neighbourhood in Evidential C-Means for segmentation of multi-source images: application to prostate multi-parametric MRI Nasr Makni , Nacim Betrouni , Olivier Colot Information Fusion, 2014, 19, pp.61-72. ⟨10.1016/j.inffus.2012.04.002⟩ Article dans une revue hal-00818212v1
	A parts-based approach for automatic 3D-shape categorization using belief functions Hedi Tabia , Mohamed Daoudi , Jean-Philippe Vandeborre , Olivier Colot ACM Transactions on Intelligent Systems and Technology, 2013, 4 (2), pp.33:1-33:16 Article dans une revue hal-00794042v1
	Automatic extraction of pectoral muscle in MLO view of mammograms Cyrille Feudjio-Kougoum , John Klein , Tiédeu Alain , Olivier Colot Physics in Medicine and Biology, 2013, 58 (23), pp.8493-8515. ⟨10.1088/0031-9155/58/23/84⟩ Article dans une revue hal-00907114v1
	Three-dimensional object retrieval based on vector quantization of invariant descriptors Hedi Tabia , Mohamed Daoudi , Olivier Colot , Jean-Philippe Vandeborre Journal of Electronic Imaging, 2012, 21 (2), pp.023011-1 - 023011-8. ⟨10.1117/1.JEI.21.2.023011⟩ Article dans une revue hal-00702592v1
	Zonal segmentation of prostate using multispectral magnetic resonance images Nasr Makni , Anca Iancu , Olivier Colot , Philippe Puech , Serge Mordon Medical Physics, 2011, 38 (11), pp.6093-6105 Article dans une revue hal-00702548v1
	Approche hybride combinant champs de Markov et modèle statistique de forme pour l'extraction des contours de la prostate en IRM Nasr Makni , Philippe Puech , Olivier Colot , Serge Mordon , Nacim Betrouni Innovation and Research in BioMedical engineering, 2011, 32 (4), pp.251-265. ⟨10.1016/j.irbm.2011.05.001⟩ Article dans une revue hal-00702594v1
	Singular sources mining using evidential conflict analysis John Klein , Olivier Colot International Journal of Approximate Reasoning, 2011, 52 (9), pp.1433 - 1451. ⟨10.1016/j.ijar.2011.08.005⟩ Article dans une revue hal-00668096v1
	A new 3D-matching method of non-rigid and partially similar models using curve analysis Hedi Tabia , Mohamed Daoudi , Jean-Philippe Vandeborre , Olivier Colot IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33 (4), pp.852-858. ⟨10.1109/TPAMI.2010.202⟩ Article dans une revue hal-00660801v1
	Recalage géométrique non rigide pour le guidage de la thérapie focale laser du cancer de la prostate Nasr Makni , Philippe Puech , Olivier Colot , Serge Mordon , Nacim Betrouni Innovation and Research in BioMedical engineering, 2011, 32 (5), pp.284-287. ⟨10.1016/j.irbm.2011.09.006⟩ Article dans une revue hal-00702598v1
	Fuzzy filter based on interval-valued fuzzy sets for image filtering André Bigand , Olivier Colot Fuzzy Sets and Systems, 2010, 161 (1), pp.96-117. ⟨10.1016/j.fss.2009.03.010⟩ Article dans une revue hal-00702581v1
	Combining a deformable model and a probabilistic framework for an automatic 3D segmentation of prostate on MRI Nasr Makni , Philippe Puech , Renaud Lopes , Anne-Sophie Dewalle , Olivier Colot International Journal of Computer Assisted Radiology and Surgery, 2009, 4 (2), pp.181-188. ⟨10.1007/s11548-008-0281-y⟩ Article dans une revue hal-00702584v1
	Evidential segmentation scheme of multi-echo MR images for the detection of brain tumors using neighborhood information Anne-Sophie Capelle-Laizé , Olivier Colot , Christine Fernandez-Maloigne Journal of Information Fusion, 2004, 5 (3), pp.203. ⟨10.1016/j.inffus.2003.10.001⟩ Article dans une revue hal-00336552v1
	Reply to the Comments of R. Haenni on the paper "Belief functions combination and conflict management" Eric Lefevre , Olivier Colot , Patrick Vannoorenberghe Information Fusion, 2003, 4 (1), pp.63-65. ⟨10.1016/S1566-2535(02)00103-3⟩ Article dans une revue hal-03354187v1

	Introducing spatial neighbourhood in Evidential C-Means for segmentation of multi-source images: Application to prostate multi-parametric MRI ☆ Nasr Makni , Nacim Betrouni , Olivier Colot 2014 Autre publication scientifique hal-01183343v1

	Evidence-based pixel labeling for color image segmentation Patrick Vannoorenberghe , Ludovic Macaire , Olivier Colot Computer Vision Research Progress, Nova Publishers, pp.279-296, 2008, 1-60021-992-6 Chapitre d'ouvrage hal-00776478v1

Olivier Colot

Publications

Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles

Idempotent Conjunctive Combination of Belief Functions by Distance Minimization

$\alpha$-junctions of categorical mass functions

Fast computation of $L^p$ norm-based specialization distances between bodies of evidence

Belief function theory for image processing

A belief function model for pixel data

Conflit et indices de dissimilarité dans la TFC

Speckle noise reduction using an interval type-2 fuzzy sets filter

Deformable Shape Retrieval using Bag-of-Feature techniques

Non-rigid 3D shape classification using Bag-of-Feature techniques

Automatic discounting rate computation using a dissent criterion

3D-shape retrieval using curves and HMM

Local Visual Patch for 3D Shape Retrieval

Fusion d'informations dans le cadre de la théorie des fonctions de croyance : applications en imagerie

About the combination of belief functions on real numbers and the fusion based on maximal coherent sets

Toward automatic zonal segmentation of prostate by combining a deformable model and a probabilistic framework

Automatic 3D segmentation of prostate in MRI combining a priori knowledge, Markov fields and Bayesian framework

" La combinaison d'indicateurs comptables et de caractéristiques de propriété et de gestion permet-elle d'expliquer l'endettement financier des PME familiales ? "

Quantification des images couleur par un algorithme de classification crédibiliste

Evidential Clustering Algorithm for Color Quantization

Segmentation of brain tumors by evidence theory: on the use of the conflict information

A similarity-based adaptive neighborhood method for correlation-based stereo matching

3D Segmentation of MR Brain Images into White Matter, Gray Matter and Cerebro-spinal Fluid by Means of Evidence Theory

Introduction of spatial information within the context of evidence theory

Influence du type de CEO et de l’environnement concurrentiel sur la relation entre l'orientation entrepreneuriale et la performance des entreprises familiales

SPOCC: Scalable POssibilistic Classifier Combination - toward robust aggregation of classifiers

Diffusion weighted MRI as an early predictor of tumor response to hypofractionated stereotactic boost for prostate cancer

Diffusion weighted MRI as an early predictor of tumor response to hypofractionated stereotactic boost for prostate cancer

Idempotent conjunctive and disjunctive combination of belief functions by distance minimization

Evidential Matrix Metrics as Distances Between Meta-Data Dependent Bodies of Evidence

Interpreting evidential distances by connecting them to partial orders: Application to belief function approximation

New distances between bodies of evidence based on Dempsterian specialization matrices and their consistency with the conjunctive combination rule

Introducing spatial neighbourhood in Evidential C-Means for segmentation of multi-source images: application to prostate multi-parametric MRI

A parts-based approach for automatic 3D-shape categorization using belief functions

Automatic extraction of pectoral muscle in MLO view of mammograms

Three-dimensional object retrieval based on vector quantization of invariant descriptors

Zonal segmentation of prostate using multispectral magnetic resonance images

Approche hybride combinant champs de Markov et modèle statistique de forme pour l'extraction des contours de la prostate en IRM

Singular sources mining using evidential conflict analysis

A new 3D-matching method of non-rigid and partially similar models using curve analysis

Recalage géométrique non rigide pour le guidage de la thérapie focale laser du cancer de la prostate

Fuzzy filter based on interval-valued fuzzy sets for image filtering

Combining a deformable model and a probabilistic framework for an automatic 3D segmentation of prostate on MRI

Evidential segmentation scheme of multi-echo MR images for the detection of brain tumors using neighborhood information

Reply to the Comments of R. Haenni on the paper "Belief functions combination and conflict management"

Introducing spatial neighbourhood in Evidential C-Means for segmentation of multi-source images: Application to prostate multi-parametric MRI ☆

Evidence-based pixel labeling for color image segmentation