A Distance-Based Loss for Smooth and Continuous Skin Layer Segmentation in Optoacoustic Images.
Stefan GerlJohannes C. PaetzoldHailong HeIvan EzhovSuprosanna ShitFlorian KoflerAmirhossein BayatGiles TettehVasilis NtziachristosBjoern H. MenzePublished in: MICCAI (6) (2020)
Keyphrases
- segmentation method
- segmentation algorithm
- test images
- image analysis
- input image
- adaptive thresholding
- segmentation errors
- segmentation accuracy
- automated segmentation
- skin surface
- image database
- tubular structures
- edge detection
- microscopic images
- accurate segmentation
- microscopy images
- piece wise
- image slices
- pixel wise
- image data
- fully automatic
- image features
- image segmentation
- segmented images
- ground truth
- image retrieval
- pixel level
- image segments
- image segmentation algorithms
- object recognition
- image registration
- watershed transform
- skin regions
- object detection
- piecewise smooth
- grey level
- bounding box
- lighting conditions
- image sequences
- multiscale
- vein patterns
- positron emission tomography
- region boundaries
- skin lesion
- image regions
- piecewise constant
- region growing