@ARTICLE{ieeetgrs_05,
author = { Poggi, G. and Scarpa, G. and Zerubia, J. },
title = { Supervised Segmentation of Remote Sensing Images Based on a Tree-Structure MRF Model },
year = { 2005 },
month = { August },
journal = { IEEE Trans. Geoscience and Remote Sensing },
volume = { 43 },
number = { 8 },
pages = { 1901-1911 },
pdf = { http://ieeexplore.ieee.org/iel5/36/32001/01487647.pdf?tp=&arnumber=1487647&isnumber=32001 },
keyword = { Classification, Segmentation, Markov Fields }
}
@ARTICLE{permuter_pr06,
author = { Permuter, H. and Francos, J.M. and Jermyn, I. H. },
title = { A study of Gaussian mixture models of colour and texture features for image classification and segmentation },
year = { 2006 },
month = { April },
journal = { Pattern Recognition },
volume = { 39 },
number = { 4 },
pages = { 695--706 },
url = { http://dx.doi.org/10.1016/j.patcog.2005.10.028 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_permuter_pr06.pdf },
keyword = { Classification, Segmentation, Texture, Colour, Gaussian mixture, Decison fusion }
}
@ARTICLE{KorayTIP2013,
author = { Kayabol, K. and Zerubia, J. },
title = { Unsupervised amplitude and texture classification of SAR images with multinomial latent model },
year = { 2013 },
month = { February },
journal = { IEEE Trans. on Image Processing },
volume = { 22 },
number = { 2 },
pages = { 561-572 },
url = { http://hal.inria.fr/hal-00745387 },
keyword = { COSMOSkyMed, Classification EM, High resolution SAR, Jensen-Shannon criterion, Classification, Multinomial logistic }
}
@PHDTHESIS{JFAujol,
author = { Aujol, J.F. },
title = { Contribution à l'Analyse de Textures en Traitement d'Images par Méthodes Variationnelles et Equations aux Dérivées Partielles },
year = { 2004 },
month = { June },
school = { Universite de Nice Sophia Antipolis },
url = { https://hal.inria.fr/tel-00006303 },
pdf = { http://hal.inria.fr/docs/00/04/68/89/PDF/tel-00006303.pdf },
keyword = { Image decomposition, Classification, Restoration, Fonctional analysis, Bounded Variation Space, Sobolev space }
}
@PHDTHESIS{rellier,
author = { Rellier, G. },
title = { Analyse de texture dans l'espace hyperspectral par des méthodes probabilistes },
year = { 2002 },
month = { November },
school = { Universite de Nice Sophia Antipolis },
url = { https://hal.inria.fr/tel-00505898 },
keyword = { Hyperspectral imaging, Texture, Classification, Markov Fields }
}
@PHDTHESIS{cs,
author = { Samson, C. },
title = { Contribution à la classification d'images satellitaires par approche variationnelle et équations aux dérivées partielles },
year = { 2000 },
month = { September },
school = { Universite de Nice Sophia Antipolis },
url = { https://tel.archives-ouvertes.fr/tel-00319709 },
pdf = { http://tel.archives-ouvertes.fr/docs/00/31/97/09/PDF/SAMSONthesis.pdf },
keyword = { Classification, Restoration, Level sets, Active contour }
}
@PHDTHESIS{zammit_these_08,
author = { Zammit, O. },
title = { Détection de zones brûlées après un feu de forêt à partir d'une seule image satellitaire SPOT 5 par techniques SVM },
year = { 2008 },
month = { September },
school = { Universite de Nice Sophia Antipolis },
url = { http://tel.archives-ouvertes.fr/tel-00345683/fr/ },
keyword = { Classification, Satellite images, Burnt areas, Forest fires, Support Vector Machines, Region Growing }
}
@PHDTHESIS{bhattacharya_these,
author = { Bhattacharya, A. },
title = { Indexing of satellite images using structural information },
year = { 2007 },
school = { Ecole Nationale Supérieure des Télécommunications },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_bhattacharya_these.pdf },
keyword = { Landscape, Segmentation, Features, Extraction, Classification, Data mining }
}
@PHDTHESIS{Fournier08,
author = { Fournier, A. },
title = { Détection et classification de changements sur des scènes urbaines en télédétection },
year = { 2008 },
month = { October },
school = { Institut Supérieur de l'Aéronautique et de l'Espace },
url = { http://tel.archives-ouvertes.fr/tel-00463593/fr/ },
keyword = { détection de changements, Satellite images, lignes de niveau, Classification, Urban areas, statistiques directionnelles }
}
@PHDTHESIS{mkulikova_phd09,
author = { Kulikova, M. S. },
title = { Shape recognition for image scene analysis },
year = { 2009 },
month = { December },
school = { Universite de Nice - Sophia-Antipolis },
url = { http://tel.archives-ouvertes.fr/docs/00/48/20/19/PDF/phd_mkulikova_2009.pdf },
keyword = { tree crown , Classification, Shape, multiple object extraction, Marked point process, Shape prior }
}
@INPROCEEDINGS{zammit_igarss_07,
author = { Zammit, O. and Descombes, X. and Zerubia, J. },
title = { Assessment of different classification algorithms for burnt land discrimination },
year = { 2007 },
month = { July },
booktitle = { Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS) },
pages = { 3000-3003 },
address = { Barcelone, Spain },
url = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4423476 },
keyword = { Satellite images, Burnt areas, Support Vector Machines, Forest fires, Classification }
}
@INPROCEEDINGS{zammit_gretsi_07,
author = { Zammit, O. and Descombes, X. and Zerubia, J. },
title = { Apprentissage non supervisé des SVM par un algorithme des K-moyennes entropique pour la détection de zones brûlées },
year = { 2007 },
month = { September },
booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
address = { Troyes, France },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_zammit_gretsi_07.pdf },
keyword = { Satellite images, Forest fires, Burnt areas, Classification, Support Vector Machines, Learning base }
}
@INPROCEEDINGS{Bhattacharya08,
author = { Bhattacharya, A. and Roux, M. and Maitre, H. and Jermyn, I. H. and Descombes, X. and Zerubia, J. },
title = { Indexing of mid-resolution satellite images with structural attributes },
year = { 2008 },
month = { July },
booktitle = { The International Society for Photogrammetry and Remote Sensing },
address = { Beijing, China },
pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Bhattacharya08isprs.pdf },
keyword = { Landscape, Segmentation, Features, Extraction, Classification, Modelling }
}
@INPROCEEDINGS{fournier_spie08,
author = { Fournier, A. and Descombes, X. and Zerubia, J. },
title = { Mixing Geometric and Radiometric Features for Change Classification },
year = { 2008 },
month = { January },
booktitle = { Proc. SPIE Symposium on Electronic Imaging },
address = { San Jose, USA },
url = { http://hal.inria.fr/inria-00269853/fr/ },
keyword = { Change detection, directional Statistics, polygonal approximation, Classification }
}
@INPROCEEDINGS{zammit_eusipco_08,
author = { Zammit, O. and Descombes, X. and Zerubia, J. },
title = { Combining One-Class Support Vector Machines and hysteresis thresholding: application to burnt area mapping },
year = { 2008 },
month = { August },
booktitle = { Proc. European Signal Processing Conference (EUSIPCO) },
address = { Lausanne, Switzerland },
url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7080254 },
keyword = { Classification, Satellite images, Support Vector Machines, Burnt areas, Forest fires, Clustering }
}
@INPROCEEDINGS{zammit_pria_08,
author = { Zammit, O. and Descombes, X. and Zerubia, J. },
title = { Unsupervised One-Class SVM Using a Watershed Algorithm and Hysteresis Thresholding to Detect Burnt Areas },
year = { 2008 },
month = { September },
booktitle = { Proc. International Conference on Pattern Recognition and Image Analysis (PRIA) },
address = { Nizhny Novgorod, Russia },
pdf = { http://hal.inria.fr/inria-00316297/fr/ },
keyword = { Classification, Segmentation, Support Vector Machines, Burnt areas, Forest fires, Satellite images }
}
@INPROCEEDINGS{Permuter03,
author = { Permuter, H. and Francos, J.M. and Jermyn, I. H. },
title = { Gaussian Mixture Models of Texture and Colour for Image Database Retrieval },
year = { 2003 },
month = { April },
booktitle = { Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
address = { Hong Kong },
pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Permuter03icassp.pdf },
keyword = { Texture, Gaussian mixture, Classification, Aerial images }
}
@INPROCEEDINGS{krylovMaxEnt10,
author = { Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
title = { Multichannel SAR Image Classification by Finite Mixtures, Copula Theory and Markov Random Fields },
year = { 2010 },
month = { July },
booktitle = { Proc. of Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010) },
volume = { 1305 },
pages = { 319-326 },
address = { Chamonix, France },
url = { http://hal.archives-ouvertes.fr/inria-00495557/en/ },
pdf = { http://hal.archives-ouvertes.fr/docs/00/49/55/57/PDF/krylov_MaxEnt2010.pdf },
keyword = { multichannel SAR, Classification, probability density function estimation, Markov random field, copula }
}
@INPROCEEDINGS{GaetanoDSP,
author = { Gaetano, R. and Zerubia, J. and Scarpa, G. and Poggi, G. },
title = { Morphological road segmentation in urban areas from high resolution satellite images },
year = { 2011 },
month = { July },
booktitle = { International Conference on Digital Signal Processing },
address = { Corfu, Greece },
url = { http://hal.inria.fr/inria-00618222/fr/ },
keyword = { Segmentation, Classification, skeletonization , pattern recognition, shape analysis }
}
@INPROCEEDINGS{inria-00592252,
author = { Kayabol, K. and Voisin, A. and Zerubia, J. },
title = { SAR image classification with non- stationary multinomial logistic mixture of amplitude and texture densities },
year = { 2011 },
month = { September },
booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
pages = { 173-176 },
address = { Brussels, Belgium },
url = { http://hal.inria.fr/inria-00592252/en/ },
keyword = { High resolution SAR images, Classification, Texture, Multinomial logistic, Classification EM algorithm }
}
@INPROCEEDINGS{VoisinGretsi2011,
author = { Voisin, A. and Krylov, V. and Zerubia, J. },
title = { Classification bayésienne supervisée d’images RSO de zones urbaines à très haute résolution },
year = { 2011 },
month = { September },
booktitle = { Proc. GRETSI Symposium on Signal and Image Processing },
address = { Bordeaux },
url = { http://hal.inria.fr/inria-00623003/fr/ },
keyword = { SAR Images, Classification, Urban areas, Markov Fields, Hierarchical models }
}
@INPROCEEDINGS{krylovCOMCAS11,
author = { Krylov, V. and Zerubia, J. },
title = { Synthetic Aperture Radar Image Classification via Mixture Approaches },
year = { 2011 },
month = { November },
booktitle = { Proc. IEEE International Conference on Microwaves, Communications, Antennas and Electronic Systems (COMCAS) },
address = { Tel Aviv, Israel },
url = { http://www.ortra.biz/comcas/ },
pdf = { http://hal.archives-ouvertes.fr/inria-00625551/en/ },
keyword = { Synthetic Aperture Radar (SAR), remote sensing, high resolution, Classification, finite mixture models, generalized gamma distribution }
}
@TECHREPORT{4704,
author = { Aujol, J.F. and Aubert, G. and Blanc-Féraud, L. and Chambolle, A. },
title = { Image Decomposition : Application to Textured Images and SAR Images },
year = { 2003 },
month = { January },
institution = { INRIA },
type = { Research Report },
number = { 4704 },
address = { France },
url = { https://hal.inria.fr/inria-00071882 },
pdf = { https://hal.inria.fr/file/index/docid/71882/filename/RR-4704.pdf },
ps = { https://hal.inria.fr/docs/00/07/18/82/PS/RR-4704.ps },
keyword = { Total variation, Bounded Variation Space, Texture, Classification, Restoration, Synthetic Aperture Radar (SAR) }
}
@TECHREPORT{Scarpa03,
author = { Scarpa, G. and Poggi, G. and Zerubia, J. },
title = { A Binary Tree-Structured MRF Model for Multispectral Satellite Image Segmentation },
year = { 2003 },
month = { December },
institution = { INRIA },
type = { Research Report },
number = { 5062 },
address = { France },
url = { https://hal.inria.fr/inria-00071522 },
pdf = { https://hal.inria.fr/file/index/docid/71522/filename/RR-5062.pdf },
ps = { https://hal.inria.fr/docs/00/07/15/22/PS/RR-5062.ps },
keyword = { Bayesian estimation, Classification, Markov Fields, Hierarchical models }
}
@TECHREPORT{4479,
author = { Rellier, G. and Descombes, X. and Falzon, F. and Zerubia, J. },
title = { Analyse de Texture Hyperspectrale par Modélisation Markovienne },
year = { 2002 },
month = { June },
institution = { INRIA },
type = { Research Report },
number = { 4479 },
address = { France },
url = { https://hal.inria.fr/inria-00072109 },
pdf = { https://hal.inria.fr/file/index/docid/72109/filename/RR-4479.pdf },
ps = { https://hal.inria.fr/docs/00/07/21/09/PS/RR-4479.ps },
keyword = { Classification, Markov Fields, Texture, Hyperspectral imaging }
}
@TECHREPORT{4560,
author = { Aubert, G. and Blanc-Féraud, L. and March, R. },
title = { Gamma-Convergence of Discrete Functionals with non Convex Perturbation for Image Classification },
year = { 2002 },
month = { September },
institution = { Inria },
type = { Research Report },
number = { 4560 },
address = { France },
url = { https://hal.inria.fr/inria-00072028 },
pdf = { https://hal.inria.fr/file/index/docid/72028/filename/RR-4560.pdf },
ps = { https://hal.inria.fr/docs/00/07/20/28/PS/RR-4560.ps },
keyword = { Generalised Gaussians, Classification, Regularization }
}
@TECHREPORT{xd01,
author = { Rellier, G. and Descombes, X. and Falzon, F. and Zerubia, J. },
title = { La poursuite de projection pour la classification d'image hyperspectrale texturée },
year = { 2001 },
month = { March },
institution = { Inria },
type = { Research Report },
number = { 4152 },
address = { France },
url = { https://hal.inria.fr/inria-00072472 },
pdf = { https://hal.inria.fr/file/index/docid/72472/filename/RR-4152.pdf },
ps = { https://hal.inria.fr/docs/00/07/24/72/PS/RR-4152.ps },
keyword = { Classification, Texture, Hyperspectral imaging, Markov Fields }
}
@TECHREPORT{cs99e,
author = { Samson, C. and Blanc-Féraud, L. and Aubert, G. and Zerubia, J. },
title = { Classification d'Images Multibandes par Modèles Variationnels },
year = { 2000 },
month = { September },
institution = { Inria },
type = { Research Report },
number = { 4010 },
url = { https://hal.inria.fr/inria-00072633 },
pdf = { https://hal.inria.fr/file/index/docid/72633/filename/RR-4010.pdf },
ps = { https://hal.inria.fr/docs/00/07/26/33/PS/RR-4010.ps },
keyword = { Variational methods, Classification, Active contour, Level sets, Gamma Convergence }
}
@TECHREPORT{4640,
author = { Aujol, J.F. and Aubert, G. and Blanc-Féraud, L. },
title = { Supervised Classification for Textured Images },
year = { 2002 },
month = { November },
institution = { Inria },
type = { Research Report },
number = { 4640 },
address = { France },
url = { https://hal.inria.fr/inria-00071945 },
pdf = { https://hal.inria.fr/file/index/docid/71945/filename/RR-4640.pdf },
ps = { https://hal.inria.fr/docs/00/07/19/45/PS/RR-4640.ps },
keyword = { Texture, Classification, Wavelets, Partial differential equation, Level sets }
}
@TECHREPORT{samsonRR98,
author = { Samson, C. and Blanc-Féraud, L. and Aubert, G. and Zerubia, J. },
title = { Image Classification Using a Variational Approach },
year = { 1998 },
month = { October },
institution = { Inria },
type = { Research Report },
number = { 3523 },
url = { https://hal.inria.fr/inria-00073161 },
pdf = { https://hal.inria.fr/file/index/docid/73161/filename/RR-3523.pdf },
ps = { https://hal.inria.fr/docs/00/07/31/61/PS/RR-3523.ps },
keyword = { Classification, Variational methods }
}
@TECHREPORT{5370,
author = { Lafarge, F. and Descombes, X. and Zerubia, J. },
title = { Noyaux Texturaux pour les Problèmes de Classification par SVM en Télédétection },
year = { 2004 },
month = { December },
institution = { INRIA },
type = { Research Report },
number = { 5370 },
address = { France },
url = { https://hal.inria.fr/inria-00070633 },
pdf = { https://hal.inria.fr/file/index/docid/70633/filename/RR-5370.pdf },
ps = { https://hal.inria.fr/docs/00/07/06/33/PS/RR-5370.ps },
keyword = { Support Vector Machines, Classification, Forest fires, Urban areas, Learning base, Markov Fields }
}
@TECHREPORT{zammit_RR_07,
author = { Zammit, O. and Descombes, X. and Zerubia, J. },
title = { Support Vector Machines for burnt area discrimination },
year = { 2007 },
month = { November },
institution = { INRIA },
type = { Research Report },
number = { 6343 },
url = { http://hal.inria.fr/inria-00185101/fr/ },
pdf = { http://hal.inria.fr/inria-00185101/fr/ },
keyword = { Forest fires, Burnt areas, Satellite images, Support Vector Machines, Classification }
}
@TECHREPORT{RR-7666,
author = { Krylov, V. and Moser, G. and Serpico, S.B. and Zerubia, J. },
title = { On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation },
year = { 2011 },
month = { July },
institution = { INRIA },
type = { Research Report },
number = { 7666 },
url = { http://hal.archives-ouvertes.fr/inria-00605274/en/ },
keyword = { Probability density function, Parameter estimation, generalized gamma distribution, K-distribution, Synthetic Aperture Radar (SAR), Classification }
}
@TECHREPORT{Kayabol11,
author = { Kayabol, K. and Zerubia, J. },
title = { Unsupervised amplitude and texture based classification of SAR images with multinomial latent model },
year = { 2011 },
month = { July },
institution = { INRIA },
type = { Research Report },
number = { 7700 },
url = { http://hal.archives-ouvertes.fr/hal-00612491/fr/ },
keyword = { High resolution SAR, Classification, Texture }
}
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