C. Collet

Most-cited papers

Pharmaceutical applications of vibrational chemical imaging and chemometrics: a review.
C. Gendrin, Y. Roggo, C. Collet
2008Journal of Pharmaceutical and Biomedical Analysis353 citations
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Content uniformity of pharmaceutical solid dosage forms by near infrared hyperspectral imaging: A feasibility study.
C. Gendrin, Y. Roggo, C. Collet
2007Talanta: The International Journal of Pure and Applied Analytical Chemistry105 citations
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Unifying framework for multimodal brain MRI segmentation based on Hidden Markov Chains
S. Bricq, C. Collet, J. Armspach
2008Medical Image Anal.99 citations
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Fuzzy hidden Markov chains segmentation for volume determination and quantitation in PET
M. Hatt, F. Lamare, N. Boussion, A. Turzo +7 more
2007Physics in Medicine and Biology86 citations Open access
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Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps
J. Provost, C. Collet, P. Rostaing, P. Pérez +1 more
2004Computer Vision and Image Understanding70 citations Open access
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Omnidirectional multibeam sonar monitoring: applications in fisheries science
P. Brehmer, T. Lafont, S. Georgakarakos, E. Josse +2 more
200665 citations
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A robust hit-or-miss transform for template matching applied to very noisy astronomical images
Benjamin Perret, S. Lefèvre, C. Collet
2009Pattern Recognition47 citations
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Monitoring galenical process development by near infrared chemical imaging: one case study.
Christelle Gendrin, Yves Roggo, C. Spiegel, C. Collet
2008European journal of pharmaceutics and biopharmaceutics47 citations
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Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing
Benjamin Perret, S. Lefèvre, C. Collet, É. Slezak
2012IEEE Transactions on Image Processing41 citations Open access
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Shape-Based Building Detection in Visible Band Images Using Shadow Information
T. Ngo, V. Mazet, C. Collet, P. de Fraipont
2017IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing40 citations Open access
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Physical interpretation of polarization-encoded images by color preview.
Samia Aïnouz, J. Zallat, A. De Martino, C. Collet
2006Optics Express40 citations Open access
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Non-stationary fuzzy Markov chain
F. Salzenstein, C. Collet, S. Lecam, M. Hatt
2007Pattern Recognition Letters38 citations
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Multiband segmentation based on a hierarchical Markov model
C. Collet, F. Murtagh
2004Pattern Recognition38 citations
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Connected Component Trees for Multivariate Image Processing and Applications in Astronomy
Benjamin Perret, S. Lefèvre, C. Collet, É. Slezak
2010International Conference on Pattern Recognition30 citations
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Triplet Markov chain for 3D MRI brain segmentation using a probabilistic atlas
S. Bricq, C. Collet, J. Armspach
2006IEEE International Symposium on Biomedical Imaging29 citations
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Clustering of Mueller matrix images for skeletonized structure detection.
C. Collet, J. Zallat, Y. Takakura
2004Optics Express27 citations Open access
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Brain MRI Segmentation
S. Bricq, C. Collet, J. Armspach
201026 citations
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Self-Modelling Curve Resolution of near Infrared Imaging Data
C. Gendrin, Y. Roggo, C. Collet
200826 citations
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Lesions detection on 3D brain MRI using trimmmed likelihood estimator and probabilistic atlas
S. Bricq, C. Collet, J. Armspach
2008IEEE International Symposium on Biomedical Imaging26 citations
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Wheezing sounds detection using multivariate generalized gaussian distributions
S. Le Cam, A. Belghith, C. Collet, F. Salzenstein
2009IEEE International Conference on Acoustics, Speech, and Signal Processing24 citations
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Automatic rectangular building detection from VHR aerial imagery using shadow and image segmentation
T. Ngo, C. Collet, V. Mazet
2015International Conference on Information Photonics21 citations
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Connected image processing with multivariate attributes: An unsupervised Markovian classification approach
Benjamin Perret, C. Collet
2015Computer Vision and Image Understanding21 citations Open access
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MS Lesion Segmentation based on Hidden Markov Chains
S. Bricq, C. Collet, J. Armspach
2008The MIDAS Journal21 citations Open access
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Acoustical respiratory signal analysis and phase detection
S. Le Cam, C. Collet, F. Salzenstein
2008IEEE International Conference on Acoustics, Speech, and Signal Processing21 citations
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Markovian segmentation of 3D brain MRI to detect Multiple Sclerosis lesions
S. Bricq, C. Collet, J. Armspach
20082008 15th IEEE International Conference on Image Processing20 citations
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Unsupervised multiband image segmentation using hidden Markov quadtree and copulas
F. Flitti, C. Collet, Annabele Joannic-Chardin
2005IEEE International Conference on Image Processing 200520 citations
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Multivariate Image Processing
C. Collet, J. Chanussot, K. Chehdi
200918 citations
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Fuzzy pairwise Markov chain to segment correlated noisy data
S. Le Cam, F. Salzenstein, C. Collet
2008Signal Processing17 citations
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Image fusion based on pyramidal multiband multiresolution markovian analysis
F. Flitti, C. Collet, É. Slezak
2009Signal, Image and Video Processing14 citations
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Mathematical morphology applied to the segmentation and classification of galaxies in multispectral images
E. Aptoula, S. Lefèvre, C. Collet
2006European Signal Processing Conference14 citations
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Multiple sclerosis lesion detection with local multimodal Markovian analysis and cellular automata ‘GrowCut’
Daniel Biediger, C. Collet, J. Armspach
201413 citations Open access
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Pairwise Markov fields for segmentation in astronomical hyperspectral images
Jean-Baptiste Courbot, V. Mazet, Emmanuel Monfrini, C. Collet
2019Signal Processing12 citations Open access
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Change detection based on a support vector data description that treats dependency
A. Belghith, C. Collet, J. Armspach
2013Pattern Recognition Letters12 citations
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Extended faint source detection in astronomical hyperspectral images
Jean-Baptiste Courbot, V. Mazet, Emmanuel Monfrini, C. Collet
2017Signal Processing9 citations Open access
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Vertebra segmentation based on two-step refinement
Jean-Baptiste Courbot, E. Rust, Emmanuel Monfrini, C. Collet
2016Journal of Computer-Aided Surgery9 citations Open access
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SIMULTANEOUS MULTI-BAND DETECTION OF LOW SURFACE BRIGHTNESS GALAXIES WITH MARKOVIAN MODELING
B. Vollmer, Benjamin Perret, M. Petremand, F. Lavigne +6 more
20129 citations Open access
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Oriented Triplet Markov Fields
Jean-Baptiste Courbot, Emmanuel Monfrini, V. Mazet, C. Collet
2018Pattern Recognition Letters8 citations Open access
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Optimal Bayesian fusion of large hyperspectral astronomical observations
M. Petremand, A. Jalobeanu, C. Collet
20128 citations
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Unsupervised image segmentation with Gaussian Pairwise Markov Fields
H. Gangloff, Jean-Baptiste Courbot, Emmanuel Monfrini, C. Collet
2021Computational Statistics & Data Analysis7 citations Open access
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Computational surgery and dual training: Computing, robotics and imaging
M. Garbey, B. Bass, S. Berceli, C. Collet +1 more
20147 citations
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Separation of delayed parameterized sources
H. Mortada, V. Mazet, C. Soussen, C. Collet
2017European Signal Processing Conference6 citations Open access
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A Statistical Framework for Biomarker Analysis and HR-MAS 2D Metabolite Identification
A. Belghith, C. Collet, J. Armspach
20146 citations
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MRF and Dempster-Shafer theory for simultaneous shadow/vegetation detection on high resolution aerial color images
T. Ngo, C. Collet, V. Mazet
2014International Conference on Information Photonics6 citations
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A unified framework for peak detection and alignment: application to HR-MAS 2D NMR spectroscopy
A. Belghith, C. Collet, L. Rumbach, J. Armspach
2013Signal, Image and Video Processing6 citations
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Toward a New Axiomatic for Hyper-Connections
Benjamin Perret, S. Lefèvre, C. Collet
2011International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing6 citations
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3D Brain MRI segmentation based on robust Hidden Markov Chain
S. Bricq, C. Collet, J. Armspach
2008IEEE International Conference on Acoustics, Speech, and Signal Processing6 citations
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Reduction and segmentation of hyperspectral data cubes
F. Genova, M. Petremand, F. Bonnarel, M. Louys +1 more
20066 citations
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International Conference on Information Fusion ( FUSION ) ASTRONOMICAL MULTIBAND IMAGE FUSION AND RESTORATION USING PYRAMIDAL ANALYSIS AND MARKOVIAN SEGMENTATION
F. Flitti, C. Collet, E. Slezak
20066 citations
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Parameterized source separation for delayed spectroscopic signals
H. Mortada, V. Mazet, C. Soussen, C. Collet +1 more
2019Signal Processing5 citations Open access
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Triplet Markov Trees for Image Segmentation
Jean-Baptiste Courbot, Emmanuel Monfrini, V. Mazet, C. Collet
2018Symposium on Software Performance5 citations Open access
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