Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in Retinal Fundus Image as Test Case.
Avisek LahiriKumar AyushPrabir Kumar BiswasPabitra MitraPublished in: CVPR Workshops (2017)
Keyphrases
- retinal fundus
- input image
- image data
- retinal images
- image features
- image collections
- test images
- image analysis
- image retrieval
- image classification
- image regions
- image set
- segmentation algorithm
- image matching
- region of interest
- superpixels
- segmentation method
- learning algorithm
- image structure
- image database
- image annotation
- unsupervised learning
- edge detection
- image content
- automatic annotation
- image segmentation
- blood vessels
- single image
- keypoints
- multiscale
- ground truth
- similarity measure
- multiple objects
- object classes
- gray level
- semi automatic
- active contours
- image representation
- object detection
- image registration
- low level
- computer vision