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K-means algorithm based on stochastic distances for polarimetric synthetic aperture radar image classification
(2016-10-01)
The availability of polarimetric synthetic aperture radar (PolSAR) images has increased, and consequently, the classification of such images has received immense attention. Among different classification methods in the ...
Lattice Algebra Approach to Color Image Segmentation
(Journal of Mathematical Imaging and Vision, 2011)
Unsupervised image annotation as multimodal query expansion
(Instituto Nacional de Astrofísica, Óptica y Electrónica, 2017)
Reference fields analysis of a Markov random field model to improve image segmentation
(Journal of Applied Research and Technology, 2010)
Reference fields analysis of a Markov random field model to improve image segmentation
(Journal of Applied Research and Technology, 2010)
Unsupervised land-cover classification through hyper-heuristic-based Harmony Search
(2015-11-10)
Unsupervised land-cover classification aims at learning intrinsic properties of spectral and spatial features for the task of area coverage in urban and rural areas. In this paper, we propose to model the problem of ...
Pattern-based clustering using unsupervised decision trees
(Instituto Nacional de Astrofísica, Óptica y Electrónica, 2015)