Retinal Vessel Detection by Gabor Transform and Machine Learning, a Tutorial
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
引用格式
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. 检索来源 .
MATLAB 版本兼容性
平台兼容性
Windows macOS Linux类别
- Sciences > Biological and Health Sciences > Biomedical Imaging >
- Signal Processing > Wavelet Toolbox > Filter Banks >
- Sciences > Biological and Health Sciences > Biomedical Imaging > Retinal Imaging >
标签
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!