Using Cyclegans for Effectively Reducing Image Variability Across OCT Devices and Improving Retinal Fluid Segmentation.
Philipp SeeböckDavid Romo-BucheliSebastian M. WaldsteinHrvoje BogunovicJosé Ignacio OrlandoBianca S. GerendasGeorg LangsUrsula Schmidt-ErfurthPublished in: ISBI (2019)
Keyphrases
- segmentation method
- image segmentation
- image analysis
- segmentation algorithm
- multiscale
- grey level
- optical coherence tomography
- image data
- segmented images
- image regions
- image features
- test images
- input image
- fundus images
- edge detection
- oct images
- image retrieval
- single image
- adaptive thresholding
- image pixels
- image content
- gray level images
- watershed algorithm
- berkeley segmentation dataset
- image segmentation algorithm
- segmentation accuracy
- segmentation errors
- pixel level
- high resolution
- image segments
- energy function
- image segmentation algorithms
- optimal segmentation
- watershed transformation
- intensity distribution
- retinal images
- level set
- gray level
- object segmentation
- region growing
- region of interest
- multi directional
- image processing
- foreground and background
- pixel wise
- contrast enhancement
- multiple objects