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The team ~ Giuseppe Scarpa Friday, November 24th 2017, 08:18

Giuseppe Scarpa

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Former Postdoc

motcle Keywords : Markov Random Fields, Multiscale Modeling, Texture, Segmentation, Trees / Forest
demos Demo : see this author's demo
plus Contact :

Mail :GiuseppedotScarpaatinriadotfr
Phone :(33)4-92-38-79-16
Fax :(33)4-92-38-76-43
Postal adress :INRIA Sophia Antipolis
2004, route des Lucioles
06902 Sophia Antipolis Cedex
France
Webpage :visit !
plus Abstract :

My research activity focuses on modeling and segmentation of textured images by means of Markov processes, with application to the special case of remote sensing data. Both the modeling itself and the optimization problems involved by the related processings are the main objectives of my work.
In particular, the main efforts are aimed at finding tree-structured models which help to improve the description capability, while keeping a reduced computational complexity induced by the superimposed model.

plus Last publications in Ariana Research Group :
Morphological road segmentation in urban areas from high resolution satellite images.
R. Gaetano and J. Zerubia and G. Scarpa and G. Poggi. In International Conference on Digital Signal Processing, Corfu, Greece, July 2011.
Keywords : Segmentation, Classification, skeletonization , pattern recognition, shape analysis.
Graph-based Analysis of Textured Images for Hierarchical Segmentation.
R. Gaetano and G. Scarpa and T. Sziranyi. In Proc. British Machine Vision Conference (BMVC), Aberystwyth, UK, August 2010.
Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation.
G. Scarpa and R. Gaetano and M. Haindl and J. Zerubia. IEEE Trans. on Image Processing, 18(8): pages 1830-1843, August 2009.
Keywords : Hierarchical Image Models, Markov Process, Pattern Analysis.
publis All publications in Ariana Research Group
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