A New Regularization for Deep Learning-Based Segmentation of Images with Fine Structures and Low Contrast.
Jiasen ZhangWeihong GuoPublished in: Sensors (2023)
Keyphrases
- low contrast
- accurate segmentation
- high contrast
- cell segmentation
- deep learning
- fully automatic
- cell nuclei
- gray value
- prior shape knowledge
- background noise
- segmentation method
- watershed transform
- segmentation algorithm
- intensity variations
- image analysis
- blood vessels
- high noise
- test images
- edge detection
- contrast enhancement
- image data
- microscope images
- image classification
- image retrieval
- phase contrast
- mr images
- gray level
- image regions
- input image
- shape prior
- active contours
- unsupervised learning
- graph cuts
- dermoscopy images
- machine learning