532 search results - page 12 / 107 » Unsupervised Texture Segmentation Using Feature Distribution... |
ICPR
2000
IEEE
14 years 11 months ago
2000
IEEE
We propose an algorithm for texture segmentation based on a divide-and-conquerstrategy of statistical modeling.Selectedsets of Gaussianclusters,estimated via ExpectationMaximizati...
ICIP
2000
IEEE
14 years 11 months ago
2000
IEEE
The classification of general-purpose photographs into textured and non-textured images is critical for developing accurate content-based image retrieval systems for large-scale i...
PAA
2008
13 years 10 months ago
2008
Abstract Features computed as statistics (e.g. histograms) of local filter responses have been reported as the most powerful descriptors for texture classification and segmentation...
ICPR
2006
IEEE
14 years 11 months ago
2006
IEEE
This paper proposes a novel method for texture segmentation using independent component analysis (ICA) of Gabor features (called ICAG). It has three distinguished aspects. (1) Gab...
ICIP
2009
IEEE
14 years 11 months ago
2009
IEEE
An unsupervised seabed segmentation algorithm for synthetic aperture sonar (SAS) imagery is proposed. Each 2 m ? 2 m area of seabed is treated as a unique data point. A set of fea...