Enhanced Nuclei Segmentation in Histopathology Image Leveraging RGB Channels through Triple-Encoder and Single-Decoder Architectures.
Rashadul Islam SumonMd Ariful Islam MazumdarShah Muhammad Imtiyaj UddinMoon-Il JooHee-Cheol KimPublished in: UEMCON (2023)
Keyphrases
- segmentation method
- microscopic images
- decoding process
- image segmentation
- segmentation algorithm
- multiscale
- image data
- microscopy images
- image regions
- confocal images
- energy function
- single image
- colour space
- microscope images
- input image
- edge detection
- pixel wise
- segmented images
- region growing
- successive approximation
- colour images
- low complexity
- foreground and background
- level set
- markov random field
- motion estimation
- pixel values
- color model
- distributed video coding
- watershed segmentation
- color components
- active contours
- graph cuts
- hsv color space
- image sequences