Boosting segmentation with weak supervision from image-to-image translation.
Eugene VorontsovPavlo MolchanovWonmin ByeonShalini De MelloVarun JampaniMing-Yu LiuSamuel KadouryJan KautzPublished in: CoRR (2019)
Keyphrases
- multiscale
- image analysis
- segmentation method
- input image
- image segmentation
- image features
- image data
- grey level
- single image
- edge detection
- segmentation algorithm
- image classification
- image regions
- adaptive thresholding
- template matching
- perceptual grouping
- test images
- image content
- energy function
- image representation
- microscopic images
- image pixels
- optimal segmentation
- foreground background separation
- gray value
- pixel wise
- energy functional
- feature points
- image retrieval
- pixel level
- image structure
- computer vision
- image restoration
- segmentation accuracy
- natural images
- segmentation errors
- graph cuts
- high resolution