1 - Ouvrages scientifiques ou participations à des ouvrages S. Bricq

1 - Ouvrages scientifiques ou participations à des ouvrages
S. Bricq, C. Collet, J.-P. Armspach. Brain MRI Segmentation, dans Computational Surgery
and Dual Training, Springer , January 2010.
[1-CC10]
P. Charbonnier, C. Collet. Noise Removal and Contour Detection, dans Inverse Problems in
Imaging and Vision, Traité IC2, John Wiley and Sons, 2010.
[1-CFBJ10]
C. Collet, F. Flitti, S. Bricq, A. Jalobeanu. Fusion and Multi-modality, dans Inverse Problems
in Imaging and Vision, Traité IC2, John Wiley and Sons, 2010.
[1-CBFJ09]
C. Collet, S. Bricq, F. Flitti, A. Jalobeanu. Fusion et imagerie multimodale, dans Problèmes
Inverses en Imagerie et en Vision, Traité IC2 Hermes, ISBN : 978-2-7462-1997-7,
December 2009.
[1-CC09]
P. Charbonnier, C. Collet. Débruitage et détection de contours, dans Problemes Inverses
en Imagerie et en Vision, Traité IC2 Hermes - ISBN : 978-2-7462-1997-7, December 2009.
[1-Coll09]
C. Collet. Optimisation in Image and Signal processing : Bayesian Inference and Markovian
Models in SONAR imagery, by Pierre SIARRY, Editor, Ed John Wiley & Sons, ISBN : 9781848-210448, 2009.
[1-CPM09]
C. Collet, B. Perret, V. Mazet. Panoramic Integral-Field Spectrograph: Ultraspectral Data to
Understand the History of the Universe, dans Multivariate Image Processing, John Wiley
and Sons, December 2009.
[1-MFC09]
V. Mazet, F. Flitti, C. Collet. Multivariate Image Processing : Detection and Tracking of
Emission Rays in Radioastronomy, ISBN-13: 978-1848211391, 464 pages, Edited by
Christophe Collet, Jocelyn Chanussot and Kacem Chehdi, John Wiley and Sons, 2009.
[1-Coll07]
C. Collet. Inférence bayésienne et Modèles markoviens, dans Optimisation en traitement
du signal et de l'image, Traité IC2, série traitement du signal et de l'image, Hermès, March
2007.
2 - Articles dans des revues internationales à comité de lecture
[1-BCA10]
[2-BCA12]
[2-PLC12]
[2-BCRA11]
[2-PJC11]
[2-PMCS11]
[2-LCS10]
[2-FCS09]
[2-PLC09]
[2-BCA08]
[2-GRC08]
[2-LSC08]
[2-FC07]
[2-GRC07]
[2-HCS07]
[2-SCLH07]
[2-AZDC06]
[2-SC06]
[2-FCVB05]
A. Belghith, C. Collet, J.-P. Armspach. Detection based on Support Vector Data Description
handling dependency., Pattern Recognition Letters, September 2012.
B. Perret, S. Lefevre, C. Collet. Hyperconnections and hierarchical representations for
grayscale and multiband image processing, IEEE Transactions on Image Processing,
January 2012.
A. Belghith, C. Collet, L. Rumbach, J.-P. Armspach. A unified framework for peak detection
and alignment: application to HR-MAS 2D NMR spectroscopy, Signal, Image and Video
Processing, 2011.
M. Petremand, A. Jalobeanu, C. Collet. Optimal Bayesian Fusion of Large Hyperspectral
Astronomical Observations, Statistical Methodology, June 2011.
B. Perret, V. Mazet, C. Collet, E. Slezak. Hierarchical Multispectral Galaxy Decomposition
using a MCMC Algorithm with Multiple Temperature Simulated Annealing,
Pattern
Recognition, June 2011.
S. Le Cam, C. Collet, F. Salzenstein. Detection of Transient Signals in Lung Sounds: Local
Approach Using a Markovian Tree with Frequency Selectivity, Journal of VLSI Signal
Processing-Systems for Signal, Image, and Video Technology, 2010.
F. Flitti, C. Collet, E. Slezak. Image Fusion based on pyramidal multiband multiresolution
markovian analysis, Signal, Image and Video Processing, 2009.
B. Perret, S. Lefevre, C. Collet. A Robust Hit-or-Miss Transform for Template Matching in
Very Noisy Astronomical Images, Pattern Recognition, November 2009.
S. Bricq, C. Collet, J.-P. Armspach. Unifying framework for Multimodal Brain MRI
Segmentation based on Hidden Markov Chains, Medical Image Analysis, December 2008.
C. Gendrin, Y. Roggo, C. Collet. Monitoring galenical process development by near infrared
chemical imaging: One case study,
European Journal of Pharmaceutics and
Biopharmaceutics, 2008.
S. Le Cam, F. Salzenstein, C. Collet. Fuzzy Pairwise Markov Chain to Segment Correlated
Noisy Data, Signal Processing, September 2008.
F. Flitti, C. Collet. Markovian regularization of latent-variable-models mixture for New multicomponent image reduction/segmentation scheme, Signal, Image and Video Processing,
August 2007.
C. Gendrin, Y. Roggo, C. Collet. Content uniformity of pharmaceutical solid dosage forms by
near Infrared hyperspectral imaging: a feasibility study, Talanta, June 2007.
M. Hatt, C. Collet, F. Salzenstein. Fuzzy hidden Markov chains segmentation for volume
determination and quantitation in PET, Physics in Medicine and Biology, June 2007.
F. Salzenstein, C. Collet, S. Le Cam, M. Hatt. Non stationnary Fuzzy Markov Chain, Pattern
Recognition Letters, December 2007.
S. Ainouz, J. Zallat, A. de Martino, C. Collet. Physical interpretation of polarization-encoded
images by color preview, Optics Express, 2006.
F. Salzenstein, C. Collet. Fuzzy Markov Random Fields versus Chains for Multispectral
Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence,
November 2006.
F. Flitti, C. Collet, B. Vollmer, F. Bonnarel. Multiband segmentation of a spectroscopic line
data cube : application to the HI data cube of the spiral galaxy NGC 4254, EURASIP
Journal on Applied Signal Processing, 2005.
C. Collet, F. Murtagh. Segmentation based on a hierarchical Markov model, Pattern
Recognition, December 2004.
[2-CZT04]
C. Collet, J. Zallat, Y. Takakura. Clustering of Mueller matrix images for skeletonized
structure detection, Optics Express, April 2004.
[2-PCRP04]
J.-N. Provost, C. Collet, P. Rostaing, P. Perez, P. Bouthemy. Hierarchical Markovian
Segmentation of Multispectral Images for the Reconstruction of Water Depth Maps,
Computer Vision and Image Understanding, February 2004.
3 - Articles dans des revues nationales à comité de lecture
[2-CM04]
S. Le Cam, C. Collet, F. Salzenstein. Un arbre de Markov sélectif en fréquence pour la
détection de signaux transitoires à faible rapport signal à bruit, Traitement du Signal, 2011.
[3-AC08]
E. Andrès, C. Collet. De nouveaux outils au service de l'auscultation, Ingénierie et
Recherche BioMédicale, 2008.
[3-PLCF05]
M. Petremand, M. Louys, C. Collet, F. Flitti. Représentation couleur d'images multispectrales
astronomiques - Color display for multiwavelength astronomical images, Traitement du
Signal, January 2005.
[3-SCP04]
F. Salzenstein, C. Collet, M. Petremand. Champs de Markov flous pour images
multispectrales - Fuzzy Markov Random Fields for multispectral images, Traitement du
Signal, 2004.
[3-CPRP01]
C. Collet, J.-N. Provost, P. Rostaing, P. Perez, P. Bouthemy. Segmentation bathymétrique
d'images multispectrales SPOT, Traitement du Signal, September 2001.
4 - Communications à des manifestations internationales avec actes et comité de lecture
[3-LCS11]
[4-BCA12]
[4-MCLG12]
[4-BCA11]
[4-BCA11a]
[4-BCA11b]
[4-BCA11c]
[4-BCAR11]
[4-PLC11]
[4-WBC11]
[4-BC10]
[4-BC10a]
[4-FDMV10]
[4-JPC10]
[4-PLCM10]
[4-PLCS10]
[4-PLCS10a]
A. Belghith, C. Collet, J.-P. Armspach. Detection and identification of biomarker in biopsies
using HR-MAS HSQC spectroscopy, dans Fourth International Conference on Biomedical
Engineering, Viet Nam, January 2012.
A. Meffre, C. Collet, N. Lachiche, P. Gançarski. Real-Time Fall Detection Method Based on
Hidden Markov Modelling, dans 5th International Conference on Image and Signal
Processing (ICISP 2012), Lecture Notes in Computer Science, France, August 2012.
A. Belghith, C. Collet, J.-P. Armspach. A unified framework for peak detection and alignment:
application to HR-MAS 2D NMR spectroscopy, dans 6th International Conference on Mass
Data Analysis of Images and Signals in Medicine, Biotechnology and Chemistry,MDA 2011,
New York, États-Unis, September 2011.
A. Belghith, C. Collet, J.-P. Armspach. Change detection based on Support Vector Data
Description handling dependency, dans 18 th IEEE International Conference on Image
Processing, ICIP, Bruxelle, Belgique, September 2011.
A. Belghith, C. Collet, J.-P. Armspach. A Unified framework for metabolite processing, dans
Computational Surgery Conference, Houston, États-Unis, January 2011.
A. Belghith, C. Collet, J.-P. Armspach. A statistical framework for biomarker identification of
biopsies using HR-MAS 2D NMR spectroscopy, dans 8th IEEE International Symposium
on Biomedical Imaging, ISBI 2011, Chicago, États-Unis, March 2011.
A. Belghith, C. Collet, J.-P. Armspach, L. Rumbach, I.-J. Namer, K. Elbayed. A statistical
framework for biomarker identification using HR-MAS 2D NMR spectroscopy, dans
International Society for Magnetic Resonance in Medicine (ISMRM) Meeting, Montréal,
Canada, May 2011.
B. Perret, S. Lefevre, C. Collet. Toward a New Axiomatic for Hyper-connections, dans ISMM
2011, 10th International Symposium on Mathematical Morphology, Lecture Notes in
Computer Science, Intra, Italie, July 2011.
X. Wu, S. Bricq, C. Collet. Brain MRI segmentation and lesion detection using Generalized
Gaussian and Rician modeling, dans Part of SPIE Medical Imaging, 12 - 17 February 2011,
Lake Buena Vista (Orlando), Florida, USA, États-Unis, 2011.
A. Belghith, C. Collet. An evidence segmentation scheme for asthma detection using a priori
wavelet respiratory sound information, dans Proceedings of SPIE, the International Society
for Optical Engineering, 753509, San Jose CA, États-Unis, 2010.
A. Belghith, C. Collet. Maximum Likelihood Detection and Estimation of Bernoulli
Generalized Gaussian Processes with Non-Gaussian Colored Noise, dans Biomedical
Engineering, Innsbruck, Autriche, February 2010.
E. Ferriere, P.-A. Duc, S. Mei, B. Vollmer, B. Perret, C. Collet, W. Van Driel, F. Bonnarel, M.
Louys, S. Sabatini. A simultaneous Multi-Band Technique to detect LSB galaxies applied to
Virgo cluster NGVS Images, dans A Universe of dwarf galaxies, Sélection sur résumé,
Lyon, France, June 2010.
A. Jalobeanu, M. Petremand, C. Collet. Bayesian fusion of hyperspectral astronomical
images, dans Proc. of 30th workshop on Bayesian Inference and Maximum Entropy
methods (MaxEnt'10), Chamonix, France, 2010.
M. Petremand, M. Louys, C. Collet, V. Mazet, A. Jalobeanu, F. Salzenstein. New Bayesian
Fusion Scheme and Visualization Tool for Astronomical Hyperspectral Data Cubes, dans
Astronomical and Data Analysis, ADA'10, Monastir, France, 2010.
B. Perret, S. Lefevre, C. Collet, E. Slezak. Connected Component Trees for Multivariate
Image Processing and Applications in Astronomy, dans Pattern Recognition (ICPR), 2010
20th International Conference on, Istanbul, Turquie, August 2010.
B. Perret, S. Lefevre, C. Collet, E. Slezak. From Hyperconnections to Hypercomponent
[4-BC09]
[4-FC09]
[4-LBSC09]
[4-LCS09]
[4-MCV09]
[4-PMCS09]
[4-BCA08]
[4-BCA08a]
[4-BCA08b]
[4-BCA08c]
[4-BCA08d]
[4-LCS08]
[4-PLCV08]
[4-CZF07]
[4-LPVL07]
[4-ALC06]
[4-BCA06]
[4-FC06]
[4-GPBL06]
[4-HCS06]
[4-PCF06]
[4-FCA05]
[4-FCS05]
Tree: Application to Document Image Binarization, dans Workshop on Applications of
Digital Geometry and Mathematical Morphology, Istanbul, Turquie, August 2010.
A. Belghith, C. Collet. Segmentation of respiratory signals by Evidence Theory, dans 31st
Annual International IEEE EMBS Conference of the IEEE Engineering in Medicine and
Biology Society, September 2009.
F. Flitti, C. Collet. Probabilistic Satellite Image Fusion, dans CAIP The 13th International
Conference on Computer Analysis of Images and Patterns, Springer Computer Science
LNCS 5702, Germany, Sept. 2nd - 4th, 2009.
S. Le Cam, A. Belghith, F. Salzenstein, C. Collet. Wheezing sounds detection using
multivariate Generalized Gaussian distributions, dans IEEE International Conference on
Acoustics, Speech and Signal Processing, ICASSP'09, April 2009.
S. Le Cam, C. Collet, F. Salzenstein. Detection of transient signals: local approach using a
Markov tree with frequency selectivity, dans Machine Learning for Signal Processing,
MLSP, IEEE International Workshop on Date:1-4 Sept., September 2009.
V. Mazet, C. Collet, B. Vollmer. Decomposition and Classification of Spectral Lines in
Astronomical Radio Data Cubes, dans 16th Scandinavian Conference on Image Analysis,
Lecture Notes in Computer Science, June 2009.
B. Perret, V. Mazet, C. Collet, E. Slezak. Galaxy Decomposition in Multispectral Images
Using Markov Chain Monte Carlo Algorithms, dans 16th Scandinavian Conference on
Image Analysis, June 2009.
S. Bricq, C. Collet, J.-P. Armspach. 3D brain MRI segmentation based on robust Hidden
Markov Chain, dans IEEE International Conference on Acoustics, Speech, and Signal
Processing, Las Vegas, NE, États-Unis, April 2008.
S. Bricq, C. Collet, J.-P. Armspach. MS Lesion Segmentation based on Hidden Markov
Chains, dans 11 th International conference on medical image computing and computer
assisted intervention, Paper selected for “a grand challenge : 3D segmentation in the clinic''
, September 2008.
S. Bricq, C. Collet, J.-P. Armspach. Lesions detection on 3D brain MRI based on Robust
Hidden Markov Chain, dans ISMRM 2008 Annual Meeting, Toronto, Ontario, Canada, April
2008.
S. Bricq, C. Collet, J.-P. Armspach. Lesions detection on 3D brain MRI using trimmed
likelihood estimator and probabilistic atlas, dans Fifth IEEE International Symposium on
Biomedical Imaging ISBI'08, Paris, May 2008.
S. Bricq, C. Collet, J.-P. Armspach. Markovian Segmentation of 3D brain MRI to detect
multiple sclerosis lesions, dans IEEE International Conference on Image Processing
ICIP'08, San Diego, États-Unis, October 2008.
S. Le Cam, C. Collet, F. Salzenstein. Acoustical respiratory signal analysis and phase
detection, dans
IEEE International Conference on Acoustics, Speech, and Signal
Processing, Las Vegas, NE, États-Unis, April 2008.
B. Perret, S. Lefevre, C. Collet, B. Vollmer. Astronomical Object Detection with a Robust Hitor-Miss Transform, dans 16th European Signal Processing Conference, EUSIPCO'08,
Lausanne, Suisse, August 2008.
C. Collet, J. Zallat, F. Flitti. Simultaneous reduction-segmentation for multi-component
Stokes-Mueller imaging, dans PSIP 2007 - Physics in Signal and Image Processing,
Mulhouse, France, January 2007.
M. Louys, B. Perret, B. Vollmer, S. Lefevre, C. Collet. LSB Galaxies Detection Using
Markovian Segmentation on Astronomical Images, dans Astronomical Data Analysis
Software and Systems XVII, ASP Conference Series, ASP Conference, Londres, RoyaumeUni, 2007.
E. Aptoula, S. Lefevre, C. Collet. Mathematical Morphology applied to the segmentation and
classification of galaxies in multispectral images, dans European Signal Processing
Conference : EUSIPCO'06, September 4-8, Florence, Italy, 2006., 2006.
S. Bricq, C. Collet, J.-P. Armspach. Triplet Markov Chain for 3D MRI Brain Segmentation
Using a Probabilistic Atlas, dans IEEE 2006 International Symposium on Biomedical
Imaging, April 6-9, ISBI'06, 2006., 2006.
F. Flitti, C. Collet. Markov Regularization of Mixture of Latent variable Models for Multicomponent Image Unsupervised Joint Reduction/Segmentation,, dans
The 9 th
International Conference on Information Fusion, Fusion'06, Florence, Italy, 10-13 July 2006.,
2006.
F. Genova, M. Petremand, F. Bonnarel, M. Louys, C. Collet. Reduction and segmentation of
hyperspectral data cubes, dans Astronomical Data Analysis Software & Systems XVI,
Tucson, Arizona, États-Unis, October 2006.
M. Hatt, C. Collet, F. Salzenstein. Fuzzy versus hard HMC segmentation for volume
determination and quantitation in noisy pet images, dans IEEE 2006 International
Symposium on Biomedical Imaging, April 6-9, ISBI'06, 2006., 2006.
M. Petremand, C. Collet, F. Flitti. Bayesian detection of low surface brightness galaxies,
dans Statistical Challenge in Modern Astronomy: SCMA'06, June 2006.
F. Flitti, C. Collet, J.-C. Annabelle. Unsupervised Multiband Image Segmentation using
Hidden Markov Quadtree and Copulas, dans
International Conference on Image
Processing ICIP'05, Genova, Italy, 11-14 September 2005., 2005.
F. Flitti, C. Collet, E. Slezak. Wavelet domain astronomical multiband image fusion and
restoration using Markov quadtree and copulas, dans Wavelet domain astronomical
multiband image fusion and restoration using Markov quadtree and copulas ", 13th
European Signal Processing Conference, EUSIPCO'05, Antalya, Turkey, Sept 4-8, 2005,
2005.
[4-FCS05a]
F. Flitti, C. Collet, E. Slezak. Astronomical multiband image fusion and restoration using
pyramidal analysis and markovian segmentation, dans Eighth International Conference on
Information Fusion , ISIF'05, Philadelphia, PA, USA, July 25-29, 2005, 2005.
[4-FCVB05]
F. Flitti, C. Collet, B. Vollmer, F. Bonnarel. Data reduction of hyperspectral radio-astronomical
images for galaxy cluster segmentation, dans Fourth Int. Conference on Physics in Signal
and Image Processing, PSIP'2005, Toulouse, January 2005.
[4-PCLB04]
M. Petremand, C. Collet, M. Louys, F. Bonnarel. Color representation for multiband images
thanks to Bayesian classifier, dans Astronomical Data Analysis III, April 2004.
[4-CLBO03]
C. Collet, M. Louys, C. Bot, A. Oberto. Markov Chain for Multispectral Image analysis :
application to Small Magellanic Cloud segmentation, dans Int. Conf. Image Processing
ICIP'03, Barcelona, September 2003.
[4-Coll03]
C. Collet. Hierarchical approaches for Bayesian Inference in Astronomy, dans Distributed
Processing, Transfer, Retrieval, Fusion and Display of Images and Signals: High Resolution
and Low Resolution in Data and Information Grids, Granada, February 2003.
[4-FCB03]
F. Flitti, C. Collet, F. Bonnarel. Reduction methods for multispectral image analysis, dans
iAstro Workshop, October 2003.
[4-LBOC03]
M. Louys, C. Bot, A. Oberto, C. Collet. Multiwavelength image analysis of the Small
Magellanic Cloud using hierarchical Markovian segmentation, dans Third workshop on
Physics in Signal and Image Processing, PSIP 2003, Grenoble, January 2003.
[4-CLPO02]
C. Collet, M. Louys, J.-N. Provost, A. Oberto. Fusion of Astronomical Multiband Images on a
Markovian Quadtree, dans Information Fusion, IF'03, Annapolis, Maryland, États-Unis, July
2002.
[4-MCLS02]
F. Murtagh, C. Collet, M. Louys, J. Starck. Multiresolution Filtering and Segmentation of
Multispectral Images, dans Astronomical Data Analysis II, J.-L. Stark and F. Murtagh, Eds,,
Waikoloa,Hawaii, August 2002.
5 - Communications à des manifestations nationales avec actes et comité de lecture
M. Petremand, C. Collet, A. Jalobeanu. Fusion bayésienne d’images hyperspectrales
astronomiques, dans GRETSI - 5-8 septembre 2011 / Bordeaux, France, September 2011.
[5-BCSL09]
A. Belghith, C. Collet, F. Salzenstein, S. Le Cam. Détection-estimation de processus
Bernoulli-gaussien-généralisés à la présence d’un bruit coloré non-gaussien, dans 22ème
colloque GRETSI, Dijon, France, September 2009.
[5-LCS09]
S. Le Cam, C. Collet, F. Salzenstein. Détection de signaux non stationnaires par un graphe
de Markov local en temps et sélectif en fréquence, dans 22e Colloque GRETSI, Dijon,
France, September 2009.
[5-MCV09]
V. Mazet, C. Collet, B. Vollmer. Décomposition et classification de composantes spectrales
dans des cubes de données radio-astronomiques, dans 22e Colloque GRETSI, Dijon,
France, September 2009.
[5-PMCS09]
B. Perret, V. Mazet, C. Collet, E. Slezak. Décomposition d'images multispectrales de
galaxies au moyen d'algorithmes de Monte Carlo par chaines de Markov, dans 22e
Colloque GRETSI, Dijon, France, September 2009.
[5-BCA07]
S. Bricq, C. Collet, J.-P. Armspach. Segmentation multimodale d'IRM cérébrales avec effet
de volume partiel par Chaînes de Markov Cachées, dans ORASIS'07, June 4-8, Obernai,
France, France, June 2007.
[5-FC03]
F. Flitti, C. Collet. ACP et ACI pour la réduction de données en imagerie astronomique
multispectrale, dans 19e Colloque sur le traitement du signal et des images, Paris,
September 2003.
7 - Communications diverses
[5-PCJ11]
C. Collet, M. Louys, A. Oberto, F. Bonnarel. Hierarchical Markovian Segmentation of Images
with Missing Data, iAstro workshop, Strasbourg Observatory, November 2002.
11 - Editions de livre et d'actes de conférences
[7-CLOB02]
[11-GBCD10] M. Garbey, B. Bass, C. Collet, M. de Mathelin, R. Tran-Son-Tay. Computational Surgery and
Dual training, Springer, 2010.
C. Collet, F. Flitti. Variations on Markovian Quadtree Model for Multiband Astronomical
Image Analysis, May 2005
[11-CF05]