Cell image instance segmentation based on PolarMask using weak labels.
Binbin TongTingxi WenYu DuTing PanPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- segmented images
- microscopic images
- segmentation method
- image segmentation
- segmentation algorithm
- microscope images
- image analysis
- multiscale
- edge detection
- test images
- image regions
- grey level
- semantic segmentation
- microscopy images
- confocal images
- image pixels
- image segmentation algorithm
- pixel level
- image segments
- energy function
- brain mr images
- image classification
- input image
- image data
- single image
- homogeneous regions
- image features
- image content
- region segmentation
- berkeley segmentation dataset
- low depth of field
- bounding box
- segmented regions
- auto annotation
- image retrieval
- optimal segmentation
- labeling process
- image representation
- watershed algorithm
- region growing
- multiple objects
- perceptual grouping
- gray level images
- foreground and background
- segmentation accuracy
- label field
- segmentation errors
- high resolution
- graph cuts
- shape prior
- adaptive thresholding
- object detection
- video sequences
- multi label
- energy functional
- object segmentation
- image structure
- object categories