Automated Brain Region Segmentation for Single Cell Resolution Histological Images Based on Markov Random Field.
Xiaofeng XuYue GuanHui GongZhao FengWenjuan ShiAnan LiMiao RenJing YuanQingming LuoPublished in: Neuroinformatics (2020)
Keyphrases
- markov random field
- region segmentation
- image segmentation
- graph cuts
- higher order
- maximum a posteriori
- energy function
- energy minimization
- random fields
- histological images
- pairwise
- high resolution
- edge detector
- low resolution
- perceptual grouping
- textured images
- image representation
- conditional random fields
- computer vision
- gray level
- machine learning
- region growing
- edge detection
- multiscale
- image processing