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ORCIDChristophe Collet 0001
Person information
- affiliation: Université Louis Pasteur, Strasbourg, France
Other persons with the same name
- Christophe Collet 0002 — Universite Paul Sabatier, Toulouse, France
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2020 – today
- 2021
[j31]Hugo Gangloff, Jean-Baptiste Courbot
, Emmanuel Monfrini, Christophe Collet:
Unsupervised image segmentation with Gaussian Pairwise Markov Fields. Comput. Stat. Data Anal. 158: 107178 (2021)- [c52]Hugo Gangloff, Jean-Baptiste Courbot, Emmanuel Monfrini, Christophe Collet:
Unsupervised Image Segmentation with Spatial Triplet Markov Trees. ICASSP 2021: 1790-1794 - 2020
- [c51]Hugo Gangloff, Emmanuel Monfrini, Christophe Collet, Nabil Chakfé:
Unsupervised segmentation of stents corrupted by artifacts in medical X-ray images. IPTA 2020: 1-6 - [c50]Hugo Gangloff, Emmanuel Monfrini, Mohamed Zied Ghariani, Mickaël Ohana, Christophe Collet, Nabil Chakfé:
Improved centerline tracking for new descriptors of atherosclerotic aortas. IPTA 2020: 1-6
2010 – 2019
- 2019
- [j30]Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet, Lionel Poisson:
Parameterized source separation for delayed spectroscopic signals. Signal Process. 158: 48-60 (2019) - [j29]Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet:
Pairwise Markov fields for segmentation in astronomical hyperspectral images. Signal Process. 163: 41-48 (2019) - 2018
- [j28]Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet:
Oriented Triplet Markov Fields. Pattern Recognit. Lett. 103: 16-22 (2018) - [c49]Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet:
Triplet Markov Trees for Image Segmentation. SSP 2018: 233-237 - [c48]Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet:
Spectroscopic Decomposition Of Astronomical Multispectral Images Using B-Splines. WHISPERS 2018: 1-5 - 2017
- [j27]Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet:
Extended faint source detection in astronomical hyperspectral images. Signal Process. 135: 274-283 (2017) - [j26]Tran-Thanh Ngo, Vincent Mazet, Christophe Collet, Paul de Fraipont:
Shape-Based Building Detection in Visible Band Images Using Shadow Information. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 920-932 (2017) - [c47]Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet:
Separation of delayed parameterized sources. EUSIPCO 2017: 1080-1084 - 2016
- [j25]Ola Ahmad, Christophe Collet:
Scale-space spatio-temporal random fields: Application to the detection of growing microbial patterns from surface roughness. Pattern Recognit. 58: 27-38 (2016) - [c46]Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet:
Detection of faint extended sources in hyperspectral data and application to HDF-S MUSE observations. ICASSP 2016: 1891-1895 - [c45]Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet:
Oriented Triplet Markov fields for hyperspectral image segmentation. WHISPERS 2016: 1-5 - 2015
- [j24]Benjamin Perret, Christophe Collet:
Connected image processing with multivariate attributes: An unsupervised Markovian classification approach. Comput. Vis. Image Underst. 133: 1-14 (2015) - [j23]Tran-Thanh Ngo, Christophe Collet, Vincent Mazet:
Détection simultanée de l'ombre et de la végétation sur des images aériennes couleur en haute résolution. Traitement du Signal 32(2-3): 311-333 (2015) - [c44]Tran-Thanh Ngo, Christophe Collet, Vincent Mazet:
Automatic rectangular building detection from VHR aerial imagery using shadow and image segmentation. ICIP 2015: 1483-1487 - [c43]Ola Ahmad, Christophe Collet, Fabien Salzenstein:
Spatio-spectral Gaussian random field modeling approach for target detection on hyperspectral data obtained in very low SNR. ICIP 2015: 2090-2094 - [c42]Jean-Baptiste Courbot, Edmond Rust, Emmanuel Monfrini, Christophe Collet:
2-Step robust vertebra segmentation. IPTA 2015: 157-162 - 2014
- [c41]Francois Lavigne, Christophe Collet, Jean-Paul Armspach:
3D+t Brain MRI segmentation using robust 4D Hidden Markov Chain. EMBC 2014: 4715-4718 - [c40]Alban Meffre, Nicolas Lachiche, Pierre Gançarski, Christophe Collet:
Détection de situations à risque basée sur des détecteurs de mouvement à domicile pour les personnes dépendantes. EGC 2014: 577-580 - [c39]Tran-Thanh Ngo, Christophe Collet, Vincent Mazet:
MRF and Dempster-Shafer theory for simultaneous shadow/vegetation detection on high resolution aerial color images. ICIP 2014: 5037-5041 - 2013
- [j22]Akram Belghith, Christophe Collet, Jean-Paul Armspach:
Change detection based on a support vector data description that treats dependency. Pattern Recognit. Lett. 34(3): 275-282 (2013) - [j21]Akram Belghith, Christophe Collet, Lucien Rumbach, Jean-Paul Armspach:
A unified framework for peak detection and alignment: application to HR-MAS 2D NMR spectroscopy. Signal Image Video Process. 7(5): 833-842 (2013) - 2012
- [j20]Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak:
Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing. IEEE Trans. Image Process. 21(1): 14-27 (2012) - [c38]Patrice Roy, Nicolas Lachiche, Pierre Gançarski, Alban Meffre, Christophe Collet:
Generic architecture for ambient intelligence based on an organizational centered multi-agent approach. UbiComp 2012: 786-789 - [c37]Alban Meffre, Christophe Collet, Nicolas Lachiche, Pierre Gançarski:
Real-Time Fall Detection Method Based on Hidden Markov Modelling. ICISP 2012: 521-530 - 2011
- [j19]Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak:
Hierarchical multispectral galaxy decomposition using a MCMC algorithm with multiple temperature simulated annealing. Pattern Recognit. 44(6): 1328-1342 (2011) - [j18]Steven Le Cam, Christophe Collet, Fabien Salzenstein:
Detection of Transient Signals in Lung Sounds: Local Approach Using a Markovian Tree with Frequency Selectivity. J. Signal Process. Syst. 65(3): 445-456 (2011) - [c36]Akram Belghith, Christophe Collet, Jean-Paul Armspach:
Change-detection based on support vector data description handling dependency. ICIP 2011: 2905-2908 - [c35]Akram Belghith, Christophe Collet, Jean-Paul Armspach:
A statistical framework for biomarker identification of biopsies using HR-MAS HSQC spectroscopy. ISBI 2011: 779-782 - [c34]Benjamin Perret, Sébastien Lefèvre, Christophe Collet:
Toward a New Axiomatic for Hyper-Connections. ISMM 2011: 85-95 - [c33]Akram Belghith, Christophe Collet, Jean-Paul Armspach:
A Unified Framework for Peak Detection and Alignment: Application to HR-MAS 2D NMR Spectroscopy. MDA 2011: 106-118 - [c32]Xuqiang Wu, Stéphanie Bricq, Christophe Collet:
Brain MRI segmentation and lesion detection using generalized Gaussian and Rician modeling. Medical Imaging: Image Processing 2011: 796236 - 2010
- [j17]Steven Le Cam, Christophe Collet, Fabien Salzenstein:
Un arbre de Markov sélectif en fréquence pour la détection de signaux transitoires à faible rapport signal / bruit. Traitement du Signal 27(4-5): 443-482 (2010) - [c31]Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak:
Connected Component Trees for Multivariate Image Processing and Applications in Astronomy. ICPR 2010: 4089-4092 - [c30]Ahmed Gamal-Eldin, Fabien Salzenstein, Christophe Collet:
Hidden fuzzy Markov chain model with K discrete classes. ISSPA 2010: 109-112
2000 – 2009
- 2009
- [j16]Benjamin Perret, Sébastien Lefèvre, Christophe Collet:
A robust hit-or-miss transform for template matching applied to very noisy astronomical images. Pattern Recognit. 42(11): 2470-2480 (2009) - [j15]Farid Flitti, Christophe Collet, Éric Slezak:
Image fusion based on pyramidal multiband multiresolution markovian analysis. Signal Image Video Process. 3(3): 275-289 (2009) - [c29]Farid Flitti, Mohammed Bennamoun, Du Q. Huynh, Amine Bermak, Christophe Collet:
Probabilistic Satellite Image Fusion. CAIP 2009: 410-418 - [c28]Steven Le Cam, Akram Belghith, Christophe Collet, Fabien Salzenstein:
Wheezing sounds detection using multivariate generalized gaussian distributions. ICASSP 2009: 541-544 - [c27]Vincent Mazet, Christophe Collet, Bernd Vollmer:
Decomposition and Classification of Spectral Lines in Astronomical Radio Data Cubes. SCIA 2009: 189-198 - [c26]Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak:
Galaxy Decomposition in Multispectral Images Using Markov Chain Monte Carlo Algorithms. SCIA 2009: 209-218 - 2008
- [j14]Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach:
Unifying framework for multimodal brain MRI segmentation based on Hidden Markov Chains. Medical Image Anal. 12(6): 639-652 (2008) - [j13]Steven Le Cam, Fabien Salzenstein, Christophe Collet:
Fuzzy pairwise Markov chain to segment correlated noisy data. Signal Process. 88(10): 2526-2541 (2008) - [c25]Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Bernd Vollmer:
Astronomical object detection with a robust hit-or-miss transform. EUSIPCO 2008: 1-5 - [c24]Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach:
3D Brain MRI segmentation based on robust Hidden Markov Chain. ICASSP 2008: 517-520 - [c23]Steven Le Cam, Christophe Collet, Fabien Salzenstein:
Acoustical respiratory signal analysis and phase detection. ICASSP 2008: 3629-3632 - [c22]Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach:
Markovian segmentation of 3D brain MRI to detect Multiple Sclerosis lesions. ICIP 2008: 733-736 - [c21]Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach:
Lesions detection on 3D brain MRI using trimmmed likelihood estimator and probabilistic atlas. ISBI 2008: 93-96 - 2007
- [j12]Fabien Salzenstein, Christophe Collet, Steven Le Cam, Mathieu Hatt:
Non-stationary fuzzy Markov chain. Pattern Recognit. Lett. 28(16): 2201-2208 (2007) - [j11]Farid Flitti, Christophe Collet:
Markovian regularization of latent-variable-models mixture for New multi-component image reduction/segmentation scheme. Signal Image Video Process. 1(3): 191-201 (2007) - 2006
- [j10]Fabien Salzenstein, Christophe Collet:
Fuzzy Markov Random Fields versus Chains for Multispectral Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 28(11): 1753-1767 (2006) - [c20]Farid Flitti, Christophe Collet:
Markov Regularization of Mixture of Latent variable Models for Multi-component Image Unsupervised Joint Reduction/Segmentatin. FUSION 2006: 1-8 - [c19]Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach:
Triplet Markov chain for 3D MRI brain segmentation using a probabilistic atlas. ISBI 2006: 386-389 - [c18]Mathieu Hatt, Nicolas Boussion, Frédéric Lamare, Christophe Collet, Fabien Salzenstein, Christian Roux, Yves Bizais, Catherine Cheze Le Rest, Dimitris Visvikis:
Fuzzy versus hard hidden Markov chains segmentation for volume determination and quantitation in noisy PET images. ISBI 2006: 1376-1379 - 2005
- [j9]Farid Flitti, Christophe Collet, Bernd Vollmer, François Bonnarel:
Multiband Segmentation of a Spectroscopic Line Data Cube: Application to the HI Data Cube of the Spiral Galaxy NGC 4254. EURASIP J. Adv. Signal Process. 2005(15): 2546-2558 (2005) - [c17]Farid Flitti, Christophe Collet, Éric Slezak:
Wavelet domain astronomical multiband image fusion and restoration using Markov quadtree and copulas. EUSIPCO 2005: 1-4 - [c16]Farid Flitti, Christophe Collet, Annabele Joannic-Chardin:
Unsupervised multiband image segmentation using hidden Markov quadtree and copulas. ICIP (2) 2005: 634-637 - 2004
- [j8]Jean-Noël Provost, Christophe Collet, Philippe Rostaing, Patrick Pérez, Patrick Bouthemy:
Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps. Comput. Vis. Image Underst. 93(2): 155-174 (2004) - [j7]Christophe Collet, Fionn Murtagh:
Multiband segmentation based on a hierarchical Markov model. Pattern Recognit. 37(12): 2337-2347 (2004) - 2003
- [c15]Christophe Collet, Mireille Louys, Anais Oberto, Caroline Bot:
Markov model for multispectral image analysis: application to small magellanic cloud segmentation. ICIP (1) 2003: 953-956 - 2000
- [j6]Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
Markov Random Field and Fuzzy Logic Modeling in Sonar Imagery: Application to the Classification of Underwater Floor. Comput. Vis. Image Underst. 79(1): 4-24 (2000) - [j5]Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
Hybrid Genetic Optimization and Statistical Model-Based Approach for the Classification of Shadow Shapes in Sonar Imagery. IEEE Trans. Pattern Anal. Mach. Intell. 22(2): 129-141 (2000) - [j4]Koffi Yao, Max Mignotte, Christophe Collet, Pascal Galerne, Gilles Burel:
Unsupervised segmentation using a self-organizing map and a noise model estimation in sonar imagery. Pattern Recognit. 33(9): 1575-1584 (2000) - [j3]Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
Sonar image segmentation using an unsupervised hierarchical MRF model. IEEE Trans. Image Process. 9(7): 1216-1231 (2000) - [c14]Jean-Noël Provost, Philippe Rostaing, Christophe Collet:
A hierarchical segmentation algorithm based on hepta-tree. EUSIPCO 2000: 1-4 - [c13]Christophe Collet, Jean-Noël Provost, Philippe Rostaing, Patrick Pérez, Patrick Bouthemy:
Spot Satellite Data Analysis for Bathymetric Mapping. ICIP 2000: 464-467
1990 – 1999
- 1999
- [j2]Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
Three-Class Markovian Segmentation of High-Resolution Sonar Images. Comput. Vis. Image Underst. 76(3): 191-204 (1999) - [c12]Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery. Electronic Imaging: Nonlinear Image Processing 1999 - [c11]Philippe Rostaing, Jean-Noël Provost, Christophe Collet:
Unsupervised Multispectral Image Segmentation Using Generalized Gaussian Noise Model. EMMCVPR 1999: 142-156 - [c10]Jean-Noël Provost, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
A Hierarchical Unsupervised Multispectral Model to Segment Spot Images for Ocean Cartography. ICIP (1) 1999: 333-337 - [c9]Jean-Noël Provost, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
Unsupervised multispectral segmentation of SPOT images applied to nautical cartography. NSIP 1999: 622-626 - 1998
- [c8]H. Thomas, Christophe Collet, Koffi Yao, Gilles Burel:
Some improvements of a rotation invariant autoregressive method. Application to the neural classification of noisy sonar images. EUSIPCO 1998: 1-4 - [c7]Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
Statistical model and genetic optimization: application to pattern detection in sonar images. ICASSP 1998: 2741-2744 - [c6]Jérôme Lemoyne, Christophe Collet:
Seafloor Texture Classification with a Multiscale Discriminant Analysis on High Resolution Sonar Images. MVA 1998: 278-281 - 1997
- [c5]Maurice Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
Unsupervised Segmentation Applied on Sonar Images. EMMCVPR 1997: 491-506 - [c4]Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy:
Unsupervised Markovian segmentation of sonar images. ICASSP 1997: 2781-2784 - 1996
- [c3]Christophe Collet, Pierre Thourel, Patrick Pérez, Patrick Bouthemy:
Hierarchical MRF modeling for sonar picture segmentation. ICIP (3) 1996: 979-982 - 1994
- [j1]Christophe Collet, André Quinquis:
Motion estimation methods and noisy phenomena. Mach. Vis. Appl. 7(4): 247-258 (1994) - 1992
- [c2]Christophe Collet, André Quinquis, Jean-Marc Boucher:
Cloudy sky velocity estimation based on optical flow estimation leading with an entropy criterion. ICPR (3) 1992: 160-163 - [c1]Christophe Collet, André Quinquis, Jean-Marc Boucher:
Cloudy Sky Velocity Map Based on Matched Filter. MVA 1992: 325-328
Coauthor Index
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