Effect of Altered OCT Image Quality on Deep Learning Boundary Segmentation.
Jason KugelmanDavid Alonso-CaneiroScott A. ReadStephen J. VincentFred K. ChenMichael J. CollinsPublished in: IEEE Access (2020)
Keyphrases
- deep learning
- image quality
- optical coherence tomography
- oct images
- unsupervised learning
- machine learning
- multiscale
- weakly supervised
- unsupervised feature learning
- segmentation algorithm
- image segmentation
- image data
- medical images
- deep architectures
- segmentation method
- human visual system
- level set
- high quality
- mental models
- object segmentation
- shape prior
- bit rate
- energy function
- image processing
- region of interest
- probabilistic model
- object recognition
- pattern recognition
- computer vision
- learning algorithm