Detail preserving conditional random field as 2-D RNN for gland segmentation in histology images.
Aratrik ChattopadhyayAngshuman PaulDipti Prasad MukherjeePublished in: Pattern Recognit. Lett. (2022)
Keyphrases
- segmentation method
- conditional random fields
- segmentation algorithm
- test images
- random fields
- edge detection
- image regions
- image classification
- image labeling
- crf model
- image database
- pixel level
- input image
- automated segmentation
- superpixels
- image features
- probabilistic model
- semantic segmentation
- graphical models
- ground truth
- object recognition
- multiple objects
- multiple images
- region of interest
- object segmentation
- bounding box
- medical images
- prostate cancer
- markov random field
- image registration
- color images
- mouse brain
- image processing
- shape prior
- image set
- higher order
- hidden markov models
- image retrieval
- pairwise
- training data