𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Unsupervised color-texture image segmentation

✍ Scribed by Sheng-yang Yu; Yan Zhang; Yong-gang Wang; Jie Yang


Publisher
Chinese Electronic Periodical Services
Year
2008
Tongue
English
Weight
378 KB
Volume
13
Category
Article
ISSN
1007-1172

No coin nor oath required. For personal study only.


πŸ“œ SIMILAR VOLUMES


K-means Iterative Fisher (KIF) unsupervi
✍ D.A. Clausi πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 417 KB

The K-means Iterative Fisher (KIF) algorithm is a robust, unsupervised clustering algorithm applied here to the problem of image texture segmentation. The KIF algorithm involves two steps. First, K-means is applied. Second, the K-means class assignments are used to estimate parameters required for a

Multiscale Annealing for Grouping and Un
✍ Jan Puzicha; Joachim M. Buhmann πŸ“‚ Article πŸ“… 1999 πŸ› Elsevier Science 🌐 English βš– 669 KB

We derive real-time global optimization methods for several clustering optimization problems commonly used in unsupervised texture segmentation. Speed is achieved by exploiting the image neighborhood relation of features to design a multiscale optimization technique, while accuracy and global optimi

Color image segmentation: advances and p
✍ H.D. Cheng; X.H. Jiang; Y. Sun; Jingli Wang πŸ“‚ Article πŸ“… 2001 πŸ› Elsevier Science 🌐 English βš– 255 KB

Image segmentation is very essential and critical to image processing and pattern recognition. This survey provides a summary of color image segmentation techniques available now. Basically, color segmentation approaches are based on monochrome segmentation approaches operating in di!erent color spa

Color image segmentationβ€”an innovative a
✍ Tie Qi Chen; Yi Lu πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 588 KB

In this paper we describe a color image segmentation system that performs color clustering in a color space and then color region segmentation in the image domain. For color segmentation, we developed a fuzzy clustering algorithm that iteratively generates color clusters using a uniquely de"ned fuzz