Segmentation Based on Gabor Transformation with Machine Learning: Modeling of Retinal Blood Vessels System from RetCam Images and Tortuosity Extraction.
Jan KubícekJana KosturikovaMarek PenhakerMartin AugustynekKamil KucaPublished in: SoMeT (2017)
Keyphrases
- retinal blood vessels
- machine learning
- segmentation method
- segmentation algorithm
- test images
- image analysis
- image regions
- edge detection
- fully automatic
- segmentation accuracy
- input image
- image features
- line extraction
- segmented images
- gabor filters
- image retrieval
- retinal images
- gabor filtering
- computer vision
- gray value
- medical images
- image segmentation
- multiscale
- image representation
- fundus images
- image registration
- object segmentation
- texture information
- graph cuts
- automated segmentation
- filtered images
- level set
- bank of gabor filters