Ensemble convolutional neural networks and transformer-based segmentation methods for achieving accurate sclera segmentation in eye images.
Adel Al-ZebariPublished in: Signal Image Video Process. (2024)
Keyphrases
- segmentation accuracy
- test images
- segmentation algorithm
- segmentation method
- image segmentation algorithms
- image segmentation methods
- berkeley segmentation dataset
- robust segmentation
- image segmentation
- ground truth
- fully automatic
- image analysis
- fundamental problem in computer vision
- object segmentation
- segmented images
- image regions
- segmentation errors
- accurate segmentation
- image dependent
- accurate localization
- quantitative measurements
- pigmented skin lesions
- fundamental problems in computer vision
- region growing
- edge detection
- grey level
- pixel level
- image segmentation algorithm
- piece wise
- adaptive thresholding
- automated image analysis
- input image
- cell nuclei
- image set
- level set
- multiscale
- energy function
- microscopy images
- positron emission tomography
- background subtraction
- medical images
- image segments
- image registration
- image retrieval
- shape prior
- iris recognition