Olivier Colot

Publication Activity (10 Years)

Years Active: 1998-2020
Publications (10 Years): 10

Top Topics

Combination Rule

Dempster Shafer

Belief Functions

Top Venues

Int. J. Approx. Reason.

Belief Functions

IEEE Trans. Cybern.

Publications

Mahmoud Albardan, John Klein, Olivier Colot
SPOCC: Scalable POssibilistic Classifier Combination - toward robust aggregation of classifiers. Expert Syst. Appl. 150 (2020)
Mahmoud Albardan, John Klein, Olivier Colot
SPOCC: Scalable POssibilistic Classifier Combination - toward robust aggregation of classifiers. CoRR (2019)
John Klein, Mahmoud Albardan, Benjamin Guedj, Olivier Colot
Decentralized Learning with Budgeted Network Load Using Gaussian Copulas and Classifier Ensembles. PKDD/ECML Workshops (1) (2019)
John Klein, Mahmoud Albardan, Benjamin Guedj, Olivier Colot
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles. CoRR (2018)
John Klein, Sébastien Destercke, Olivier Colot
Idempotent conjunctive and disjunctive combination of belief functions by distance minimization. Int. J. Approx. Reason. 92 (2018)
Cyrille Feudjio, Alain Tiedeu, John Klein, Olivier Colot
Automatic Extraction of Breast Region in Raw Mammograms Using a Combined Strategy. SITIS (2017)
André Bigand, Olivier Colot
Membership function construction for interval-valued fuzzy sets with application to Gaussian noise reduction. Fuzzy Sets Syst. 286 (2016)
Mehena Loudahi, John Klein, Jean-Marc Vannobel, Olivier Colot
Evidential Matrix Metrics as Distances Between Meta-Data Dependent Bodies of Evidence. IEEE Trans. Cybern. 46 (1) (2016)
John Klein, Sébastien Destercke, Olivier Colot
Idempotent Conjunctive Combination of Belief Functions by Distance Minimization. BELIEF (2016)
John Klein, Sébastien Destercke, Olivier Colot
Interpreting evidential distances by connecting them to partial orders: Application to belief function approximation. Int. J. Approx. Reason. 71 (2016)
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. Int. J. Approx. Reason. 55 (5) (2014)
John Klein, Mehena Loudahi, Jean-Marc Vannobel, Olivier Colot
α-Junctions of Categorical Mass Functions. Belief Functions (2014)
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. Inf. Fusion 19 (2014)
Mehena Loudahi, John Klein, Jean-Marc Vannobel, Olivier Colot
Fast Computation of L p Norm-Based Specialization Distances between Bodies of Evidence. Belief Functions (2014)
Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot
A parts-based approach for automatic 3D shape categorization using belief functions. ACM Trans. Intell. Syst. Technol. 4 (2) (2013)
John Klein, Olivier Colot
A Belief Function Model for Pixel Data. Belief Functions (2012)
André Bigand, Olivier Colot
Speckle noise reduction using an interval type-2 fuzzy sets filter. IEEE Conf. of Intelligent Systems (2012)
Hedi Tabia, Mohamed Daoudi, Olivier Colot, Jean-Philippe Vandeborre
Three-dimensional object retrieval based on vector quantization of invariant descriptors. J. Electronic Imaging 21 (2) (2012)
Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot
A New 3D-Matching Method of Nonrigid and Partially Similar Models Using Curve Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 33 (4) (2011)
Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot
Deformable shape retrieval using bag-of-feature techniques. Three-Dimensional Imaging, Interaction, and Measurement (2011)
Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre
Non-rigid 3D shape classification using bag-of-feature techniques. ICME (2011)
John Klein, Olivier Colot
Singular sources mining using evidential conflict analysis. Int. J. Approx. Reason. 52 (9) (2011)
Hedi Tabia, Mohamed Daoudi, Jean-Philippe Vandeborre, Olivier Colot
Local visual patch for 3d shape retrieval. 3DOR@MM (2010)
André Bigand, Olivier Colot
Fuzzy filter based on interval-valued fuzzy sets for image filtering. Fuzzy Sets Syst. 161 (1) (2010)
Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre
3D-Shape Retrieval Using Curves and HMM. ICPR (2010)
Nasr Makni, Philippe A. Puech, Renaud Lopes, Anne-Sophie Dewalle, Olivier Colot, Nacim Betrouni
Combining a deformable model and a probabilistic framework for an automatic 3D segmentation of prostate on MRI. Int. J. Comput. Assist. Radiol. Surg. 4 (2) (2009)
Jean-Marc Vannobel, Ilaitsivery J. Madiomanana, Olivier Colot
About the combination of belief functions on real numbers and the fusion based on maximal coherent sets. FUSION (2008)
Nasr Makni, Philippe A. Puech, Renaud Lopes, Anne-Sophie Dewalle, Olivier Colot, Nacim Betrouni
Toward automatic zonal segmentation of prostate by combining a deformable model and a probabilistic framework. ISBI (2008)
Samy Tehami, André Bigand, Olivier Colot
Color Image Segmentation Based on Type-2 Fuzzy Sets and Region Merging. ACIVS (2007)
Anne-Sophie Capelle-Laizé, Christine Fernandez-Maloigne, Olivier Colot
TBM for color image processing: a quantization algorithm. FUSION (2006)
Najla Megherbi, Sebastien Ambellouis, Olivier Colot, François Cabestaing
Joint audio-video people tracking using belief theory. AVSS (2005)
Najla Megherbi, Sebastien Ambellouis, Olivier Colot, François Cabestaing
Data association in multi-target tracking using belief theory: handling target emergence and disappearance issue. AVSS (2005)
Madaín Pérez Patricio, François Cabestaing, Olivier Colot, Pierre Bonnet
A similarity-based adaptive neighborhood method for correlation-based stereo matching. ICIP (2004)
Madaín Pérez Patricio, Olivier Colot, François Cabestaing
A SBAN Stereovision Algorithm - Using Hue as Pixel Similarity Criterion. ICCVG (2004)
Anne-Sophie Capelle, Olivier Colot, Christine Fernandez-Maloigne
Evidential segmentation scheme of multi-echo MR images for the detection of brain tumors using neighborhood information. Inf. Fusion 5 (3) (2004)
Eric Lefevre, Olivier Colot, Patrick Vannoorenberghe
Reply to the Comments of R. Haenni on the paper "Belief functions combination and conflict management. Inf. Fusion 4 (1) (2003)
Anne-Sophie Capelle, Christine Fernandez-Maloigne, Olivier Colot
Introduction of spatial information within the context of evidence theory. ICASSP (2) (2003)
Anne-Sophie Capelle, 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. AIME (2003)
Mohamed-Chaker Larabi, Noël Richard, Olivier Colot, Christine Fernandez-Maloigne
Object-oriented query based on belief fusion: application to dermatological databases. Storage and Retrieval for Media Databases (2002)
Anne-Sophie Capelle, Olivier Colot, Christine Fernandez-Maloigne
Segmentation of multi-modality MR images by means of evidence theory for 3D reconstruction of brain tumors. ICIP (2) (2002)
Eric Lefevre, Olivier Colot, Patrick Vannoorenberghe
Belief function combination and conflict management. Inf. Fusion 3 (2) (2002)
Eric Lefevre, Olivier Colot, Patrick Vannoorenberghe, Denis de Brucq
Knowledge modeling methods in the framework of evidence theory: an experimental comparison for melanoma detection. SMC (2000)
Fatima El-Matouat, Olivier Colot, Patrick Vannoorenberghe, Jacques Labiche
From continuous to discrete variables for Bayesian network classifiers. SMC (2000)
Patrick Vannoorenberghe, Olivier Colot, Denis de Brucq
Dempster-Shafer's Theory as an aid to Color Information Processing Application to Melanoma Detection in Dermatology. ICIAP (1999)
Patrick Vannoorenberghe, Olivier Colot, Denis de Brucq
Color Image Segmentation Using Dempster-Shafer's Theory. ICIP (4) (1999)
Olivier Colot, R. Devinoy, A. Sombo, Denis de Brucq
A Colour Image Processing Model for Melanoma Detection. MICCAI (1998)