Multi-scale learning based segmentation of glands in digital colonrectal pathology images.
Yi GaoWilliam LiuShipra ArjunLiangjia ZhuVadim RatnerTahsin M. KurçJoel H. SaltzAllen R. TannenbaumPublished in: Medical Imaging: Digital Pathology (2016)
Keyphrases
- multiscale
- multiple scales
- edge detection
- image analysis
- segmentation method
- unsupervised segmentation
- image classification
- image database
- image data
- segmentation algorithm
- learning algorithm
- image regions
- adaptive thresholding
- accurate segmentation
- ground truth
- input image
- medical images
- digital imaging
- piece wise
- microscopic images
- automatically segmented
- grey level
- fully automatic
- image registration
- image features
- image segmentation
- superpixels
- intensity images
- pixel wise
- multiple objects
- test images
- scale space
- segmentation scheme
- microscopy images
- cell nuclei
- multiresolution
- image retrieval