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CIARP
2006
Springer
15 years 1 months ago
Color Texture Segmentation by Decomposition of Gaussian Mixture Model
Abstract. Recently we have proposed Gaussian mixtures as a local statistical model to synthesize artificial textures. We describe the statistical dependence of pixels of a movable ...
Jiri Grim, Petr Somol, Michal Haindl, Pavel Pudil
ROBOCUP
2007
Springer
102views Robotics» more  ROBOCUP 2007»
15 years 3 months ago
Automatic On-Line Color Calibration Using Class-Relative Color Spaces
In this article we present an automatic on-line color calibration system that makes extensive use of the spatial relationships between color classes in the color space. First, we i...
Pablo Guerrero, Javier Ruiz-del-Solar, Josué...
71
Voted
ICIP
2002
IEEE
15 years 11 months ago
Certainty color maps compared to histograms
We present a new segmentation algorithm based on probabilistic histograms and introduce certainty calculus and certainty color maps to solve the difficult problem of histogram sep...
Jean-Christophe Baillie
95
Voted
ICCV
2009
IEEE
16 years 2 months ago
Saliency Driven Total Variation Segmentation
This paper introduces an unsupervised color segmentation method. The underlying idea is to segment the input image several times, each time focussing on a different salient part...
Michael Donoser, Martin Urschler, Martin Hirzer an...
DAGM
2009
Springer
15 years 4 months ago
Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times
The purpose of image segmentation is to partition the pixel grid of an image into connected components termed segments such that (i) each segment is homogenous and (ii) for any pai...
Björn Andres, Ullrich Köthe, Andreea Bon...