Retinal Vessel Detection by Gabor Transform and Machine Learning, a Tutorial

Version 1.2.0.0 (689 KB) by pangyuteng
A tutorial on detection of retinal vessels by Gabor transform and machine learning
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Updated 23 May 2015

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A tutorial on detection of retinal vessels by Gabor transform and generalized linear model.
Cite As:
Teng, Pang-yu. (2014). Retinal Vessel Detection by Gabor Transform and Machine Learning, a Tutorial. Zenodo. 10.5281/zenodo.17898
References:
Soares, Joao VB, et al. "Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification." Medical Imaging, IEEE Transactions on 25.9 (2006): 1214-1222.
http://www.ncbi.nlm.nih.gov/pubmed/16967806
Sandberg, Berta, Tony Chan, and Luminita Vese. "A level-set and gabor-based active contour algorithm for segmenting textured images." UCLA Department of Mathematics CAM report. 2002. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.7.3145

Cite As

pangyuteng (2024). Retinal Vessel Detection by Gabor Transform and Machine Learning, a Tutorial (https://www.mathworks.com/matlabcentral/fileexchange/46082-retinal-vessel-detection-by-gabor-transform-and-machine-learning-a-tutorial), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2013b
Compatible with any release
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Version Published Release Notes
1.2.0.0

added example images to zip
added 'cite as'.
1.1.0.0

updated comments
1.0.0.0