Coupling Oriented Hidden Markov Random Field Model with Local Clustering for Segmenting Blood Vessels and Measuring Spatial Structures in Images of Tumor Microenvironment.
Yanqiao ZhuFuhai LiDerek CridebringJinwen MaStephen T. C. WongTegy J. VadakkanMei ZhangJohn LanduaWei WeiMary E. DickinsonJeffrey M. RosenMichael T. LewisPublished in: BIBM (2011)
Keyphrases
- markov random field model
- blood vessels
- medical imagery
- tubular structures
- input image
- image features
- image data
- spatial information
- fundus images
- image analysis
- edge detection
- object recognition
- lymph nodes
- low contrast
- random fields
- region of interest
- segmentation method
- vessel segmentation
- image segmentation
- brain tumors
- unsupervised segmentation
- segmentation algorithm
- markov random field
- magnetic resonance angiography
- test images
- texture information
- retinal images
- image classification
- image retrieval