Color and texture based segmentation of molecular pathology images usING HSOMS.
Manasi DatarDirk R. PadfieldHarvey ClinePublished in: ISBI (2008)
Keyphrases
- segmentation algorithm
- image regions
- segmentation method
- color features
- images of natural scenes
- test images
- low level image segmentation
- segmented images
- outdoor scenes
- image analysis
- three dimensional
- image pixels
- gray level images
- complex background
- biomedical images
- color correction
- segmentation scheme
- color histogram
- ground truth
- image database
- image data
- input image
- edge detection
- ccd camera
- color images
- microscopy images
- color regions
- unsupervised segmentation
- pixel wise
- textured regions
- gradient information
- gray value
- segmentation accuracy
- textured images
- color and texture information
- image retrieval
- texture features
- image registration
- color components
- pixel level
- hsv color space
- homogeneous regions
- color segmentation
- digital imaging
- skin lesion
- accurate segmentation
- region segmentation
- segmentation errors
- pixel intensities
- foreground and background
- histogram analysis
- image segments
- fundamental problem in computer vision
- texture and shape features
- color models
- multiple objects
- pixel values
- shape prior
- region growing
- fully automatic
- color space
- multiscale
- color and texture features
- single image
- graph cuts
- image segmentation
- image processing