Segmentation of patchy areas in biomedical images based on local edge density estimation.
Aleksandr M. SinitcaAirat R. KayumovPavel V. ZelenikhinAndrey G. PorfirievDmitrii I. KaplunMikhail I. BogachevPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- density estimation
- biomedical images
- medical images
- mixture model
- probability density function
- image analysis
- parzen window
- level set method
- multi modal
- gaussian mixture model
- segmentation method
- level set
- edge detection
- outlier detection
- image segmentation
- pattern recognition
- expectation maximization
- image data
- information retrieval
- segmentation algorithm
- probabilistic model
- density estimates
- feature selection