SSN: A Stair-Shape Network for Real-Time Polyp Segmentation in Colonoscopy Images.
Ruiwei FengBiwen LeiWenzhe WangTingting ChenJintai ChenDanny Z. ChenJian WuPublished in: ISBI (2020)
Keyphrases
- real time
- region based segmentation
- segmentation algorithm
- segmentation method
- image analysis
- robust segmentation
- edge detection
- test images
- image data
- intensity distribution
- shape prior
- image segments
- shape variations
- intensity variations
- prior shape
- prostate segmentation
- accurate segmentation
- image regions
- image features
- segmentation errors
- level set
- input image
- global shape
- ground truth
- object shape
- segmented images
- image gradient
- multiple scales
- shape model
- pixel intensities
- image retrieval
- segmentation accuracy
- image segmentation
- grey level
- cardiac ultrasound images
- bounding box
- automatic segmentation
- energy function
- region growing
- shape constraints
- automated segmentation
- microscopy images
- surface representation
- level set framework
- fully automatic
- figure ground segmentation
- multiscale
- prior shape knowledge
- region boundaries
- moving objects
- image registration
- dense correspondence
- medical imaging
- image edges
- shape descriptors
- image structure
- statistical shape model
- texture information