EDNFC-Net: Convolutional Neural Network with Nested Feature Concatenation for Nuclei-Instance Segmentation.
Shiv GehlotAnubha GuptaRitu GuptaPublished in: ICASSP (2020)
Keyphrases
- convolutional neural network
- microscopic images
- microscopy images
- segmentation method
- image segmentation
- cell nuclei
- segmentation algorithm
- multiscale
- medical images
- level set
- face detection
- image analysis
- segmentation accuracy
- preprocessing step
- segmented regions
- color and texture information
- confocal images
- white blood cells
- region merging
- fully automatic
- object segmentation
- region growing
- neural network
- image features
- segmented images
- fully unsupervised
- hierarchical structure
- image regions
- feature set
- feature vectors
- computer vision