@ARTICLE{jz00y,
author = { Szirányi, T. and Zerubia, J. and Czúni, L. and Geldreich, D. and Kato, Z. },
title = { Image segmentation using Markov random field model in fully parallel cellular network architectures },
year = { 2000 },
month = { June },
journal = { Real Time Imaging },
volume = { 6 },
number = { 3 },
pages = { 195-211 },
pdf = { http://dx.doi.org/10.1006/rtim.1998.0159 }
}
@ARTICLE{jz99a,
author = { Kato, Z. and Zerubia, J. and Berthod, M. },
title = { Unsupervised parallel image classification using Markovian models },
year = { 1999 },
journal = { Pattern Recognition },
volume = { 32 },
number = { 4 },
pages = { 591-604 },
pdf = { http://dx.doi.org/10.1016/S0031-3203(98)00104-6 },
keyword = { Markov random field model, Hierarchical model, Parameter estimation, Parallel unsupervised image classification }
}
@ARTICLE{benedekTIP09,
author = { Benedek, C. and Szirányi, T. and Kato, Z. and Zerubia, J. },
title = { Detection of Object Motion Regions in Aerial Image Pairs with a Multi-Layer Markovian Model },
year = { 2009 },
month = { October },
journal = { IEEE Trans. Image Processing },
volume = { 18 },
number = { 10 },
pages = { 2303-2315 },
url = { http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5089480 },
keyword = { Change detection, Aerial images, Camera motion, MRF }
}
@ARTICLE{Horvath09,
author = { Horvath, P. and Jermyn, I. H. and Kato, Z. and Zerubia, J. },
title = { A higher-order active contour model of a ‘gas of circles' and its application to tree crown extraction },
year = { 2009 },
month = { May },
journal = { Pattern Recognition },
volume = { 42 },
number = { 5 },
pages = { 699-709 },
url = { http://dx.doi.org/10.1016/j.patcog.2008.09.008 },
pdf = { http://www-sop.inria.fr/members/Ian.Jermyn/publications/Horvathetal09.pdf },
keyword = { Shape, Higher-order, Active contour, Gas of circles, Tree Crown Extraction, Bayesian }
}
@INPROCEEDINGS{horvath_hacippr05,
author = { Horvath, P. and Bhattacharya, A. and Jermyn, I. H. and Zerubia, J. and Kato, Z. },
title = { Shape Moments for Region-Based Active Contours },
year = { 2005 },
month = { May },
booktitle = { Proc. Hungarian-Austrian Conference on Image Processing and Pattern Recognition },
address = { Szeged, Hungary },
url = { http://vision.vein.hu/HACIPPR/ }
}
@INPROCEEDINGS{horvath_icpr06,
author = { Horvath, P. and Jermyn, I. H. and Kato, Z. and Zerubia, J. },
title = { A Higher-Order Active Contour Model for Tree Detection },
year = { 2006 },
month = { August },
booktitle = { Proc. International Conference on Pattern Recognition (ICPR) },
address = { Hong Kong },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_horvath_icpr06.pdf },
keyword = { Active contour, Gas of circles, Higher-order, Shape, Prior, Tree Crown Extraction }
}
@INPROCEEDINGS{Horvath06_icvgip,
author = { Horvath, P. and Jermyn, I. H. and Kato, Z. and Zerubia, J. },
title = { An improved 'gas of circles' higher-order active contour model and its application to tree crown extraction },
year = { 2006 },
month = { December },
booktitle = { Proc. Indian Conference on Computer Vision, Graphics, and Image Processing (ICVGIP) },
address = { Madurai, India },
url = { http://dx.doi.org/10.1007/11949619_14 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_Horvath06_icvgip.pdf },
keyword = { Tree Crown Extraction, Aerial images, Higher-order, Active contour, Gas of circles, Shape }
}
@INPROCEEDINGS{Horvath07a,
author = { Horvath, P. and Jermyn, I. H. and Kato, Z. and Zerubia, J. },
title = { Circular object segmentation using higher-order active contours },
year = { 2007 },
month = { January },
booktitle = { In Proc. Conference of the Hungarian Association for Image Analysis and Pattern Recognition (KEPAF'07) },
address = { Debrecen, Hungary },
note = { In Hungarian },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2007_Horvath07a.pdf },
keyword = { Higher-order, Tree Crown Extraction, Shape }
}
@INPROCEEDINGS{benedek_ICIP07,
author = { Benedek, C. and Szirányi, T. and Kato, Z. and Zerubia, J. },
title = { A Multi-Layer MRF Model for Object-Motion Detection in Unregistered Airborne Image-Pairs },
year = { 2007 },
month = { September },
booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
volume = { 6 },
pages = { 141--144 },
address = { San Antonio, Texas, USA },
url = { http://ieeexplore.ieee.org/search/srchabstract.jsp?arnumber=4379541&isnumber=4379494&punumber=4378863&k2dockey=4379541@ieeecnfs&query=%28benedek+%3Cin%3E+metadata%29+%3Cand%3E+%284379494+%3Cin%3E+isnumber%29&pos=0 },
pdf = { http://web.eee.sztaki.hu/~bcsaba/Publications/Pdf/benedek_icip2007.pdf },
keyword = { Change detection, Aerial images, Camera motion, MRF }
}
@INPROCEEDINGS{Blaskovics09,
author = { Blaskovics, T. and Kato, Z. and Jermyn, I. H. },
title = { A markov random field model for extracting near-circular shapes },
year = { 2009 },
month = { November },
booktitle = { Proc. IEEE International Conference on Image Processing (ICIP) },
address = { Cairo, Egypt },
pdf = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5413472 },
keyword = { Segmentation, Markov Random Fields, Shape prior }
}
@TECHREPORT{Horvath05,
author = { Horvath, P. and Jermyn, I. H. and Kato, Z. and Zerubia, J. },
title = { A higher-order active contour model of a `gas of circles' and its application to tree crown extraction },
year = { 2006 },
month = { November },
institution = { INRIA },
type = { Research Report },
number = { 6026 },
address = { France },
url = { http://hal.inria.fr/inria-00115631 },
pdf = { ftp://ftp-sop.inria.fr/ariana/Articles/2006_Horvath05.pdf },
keyword = { Tree Crown Extraction, Aerial images, Higher-order, Active contour, Gas of circles, Shape }
}
@TECHREPORT{benedek_INRIARR07,
author = { Benedek, C. and Szirányi, T. and Kato, Z. and Zerubia, J. },
title = { A Three-layer MRF model for Object Motion Detection in Airborne Images },
year = { 2007 },
month = { June },
institution = { INRIA },
type = { Research Report },
number = { 6208 },
url = { https://hal.inria.fr/inria-00150805 },
pdf = { https://hal.inria.fr/inria-00150805 },
keyword = { Aerial images, Change detection, Camera motion, MRF }
}
@INCOLLECTION{jzjalokato2002,
author = { Zerubia, J. and Jalobeanu, A. and Kato, Z. },
title = { Markov random fields in image processing, application to remote sensing and astrophysics },
year = { 2002 },
booktitle = { Journal de Physique, EDP Sciences },
volume = { IV },
number = { 12 },
url = { http://jp4.journaldephysique.org/articles/jp4/abs/2002/01/jp4pr1p117/jp4pr1p117.html },
keyword = { Markov Fields, Satellite images, Astrophysics }
}
@BOOK{NowPublishers12,
author = { Kato, Z. and Zerubia, J. },
title = { Markov Random Fields in Image Segmentation. Collection Foundation and Trends in Signal Processing },
year = { 2012 },
month = { September },
publisher = { Now Editor, World Scientific },
url = { http://www.nowpublishers.com/articles/foundations-and-trends-in-signal-processing/SIG-035 }
}
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2011 Activity report
