Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields.
Gerda BortsovaMichael SterrLichao WangFausto MilletariNassir NavabAnika BöttcherHeiko LickertFabian J. TheisTingying PengPublished in: MLMI@MICCAI (2016)
Keyphrases
- conditional random fields
- random fields
- image features
- hidden markov models
- graphical models
- probabilistic model
- input image
- object recognition
- sequence labeling
- image classification
- markov random field
- maximum entropy
- multiple images
- object detection
- hough space
- image labeling
- microscopy images
- segmentation method
- generative model
- test images
- named entity recognition
- approximate inference
- information extraction
- prior knowledge
- pairwise
- markov networks
- parameter learning
- crf model
- segmentation algorithm
- semi markov
- image processing
- protein fold recognition