Adversarial Training with Multiscale Boundary-Prediction DNN for Robust Topologically-Constrained Segmentation in OOD Images.
Harshit VarmaAkshay V. GaikwadSuyash P. AwatePublished in: ISBI (2023)
Keyphrases
- multiscale
- edge detection
- segmentation algorithm
- segmentation method
- region based segmentation
- robust segmentation
- test images
- image analysis
- image regions
- input image
- image segmentation
- segmented regions
- segmentation result
- object recognition
- segmented images
- partial occlusion
- level set
- multiscale segmentation
- image gradient
- image features
- image registration
- region growing
- unsupervised segmentation
- object shape
- critical points
- image edges
- image retrieval
- gradient information
- fundamental problem in computer vision
- object boundaries
- scale space
- wavelet transform
- superpixels
- training process
- shape prior
- region boundaries
- d objects
- prior shape
- multiresolution
- circular hough transform
- image processing