A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis
Yixin Li, Chen Li, Xiaoyan Li, Kai Wang, Md Mamunur Rahaman, Changhao Sun, Hao Chen, Xinran Wu, Hong Zhang, Qian Wang
Topics & Concepts
Conditional random fieldCRFSRandom fieldMarkov random fieldComputer scienceField (mathematics)Artificial intelligenceMarkov chainImage (mathematics)Image processingMarkov processPattern recognition (psychology)Markov modelVariable-order Markov modelStochastic processAlgorithmMachine learningData miningRandom errorImage registrationHidden Markov modelObjectivity (philosophy)AI in cancer detectionMedical Image Segmentation TechniquesDigital Imaging for Blood Diseases