Deep structured residual encoder-decoder network with a novel loss function for nuclei segmentation of kidney and breast histopathology images.
Amit Kumar ChanchalShyam LalJyoti R. KiniPublished in: Multim. Tools Appl. (2022)
Keyphrases
- loss function
- histopathology images
- pairwise
- microscopic images
- low complexity
- dce mri
- support vector
- segmentation method
- logistic regression
- risk minimization
- segmentation algorithm
- noisy channel
- image segmentation
- microscopy images
- learning to rank
- level set
- successive approximation
- decoding process
- empirical risk
- solution path
- white blood cells
- medical images
- wyner ziv video coding
- boosting framework
- motion estimation
- cell nuclei
- distributed video coding
- video codec
- regularization term
- anatomical structures
- region growing
- rate distortion
- error control
- wyner ziv
- breast tissue
- energy functional
- medical imaging
- bit rate