Ultrasound Median Nerve Image Instance Segmentation via Nesting Attention and Boundary-guided Segmentation Mechanism.
Tiantian ZhangHua ShuZhiri TangKam-yiu LamChi-Yin ChowXiaojun ChenAo LiYuan-Yi ZhengPublished in: ICBET (2023)
Keyphrases
- segmentation method
- segmentation algorithm
- image segmentation
- grey level
- boundary information
- medical ultrasound
- segmentation accuracy
- image regions
- multiscale
- segmented images
- image analysis
- boundary extraction
- segmentation result
- pixel level
- image segments
- level set
- segmented regions
- energy function
- ultrasound images
- region growing
- segmentation errors
- homogeneous regions
- image segmentation algorithm
- input image
- energy functional
- geodesic active contours
- echocardiographic images
- region based segmentation
- gradient information
- edge detection
- image gradient
- region segmentation
- adaptive thresholding
- image retrieval
- image edges
- circular hough transform
- foreground and background
- gray value
- image data
- shape prior
- image pixels
- graph cuts
- ultrasound imaging
- region boundaries
- microscopy images
- watershed transform
- perceptual grouping
- volume data
- object segmentation
- image features
- single image
- edge map
- active contour model
- bounding box
- multiple objects
- automatic segmentation
- pixel values
- image structure
- appearance cues
- object boundaries