0. 总览

我在文中设计的这样的比例，其中drive是官方的，另外两个数据集是自行划分的。欢迎大家参考我们的paper作为baseline.
Retinal Vessel Segmentation with Pixel-wise Adaptive Filters (ISBI 2022)

1. DRIVE

官网：http://www.isi.uu.nl/Research/Databases/DRIVE/
文章：

J. Staal, M. Abramoff, M. Niemeijer, M. Viergever, and
B. van Ginneken, “Ridge based vessel segmentation in color
images of the retina,” IEEE Transactions on Medical Imaging, vol. 23, no. 4, pp. 501–509, 2004.

2. CHASE_DB1

官网：https://blogs.kingston.ac.uk/retinal/chasedb1/
文章：

C. G. Owen, A. R. Rudnicka, R. Mullen, S. A. Barman, 
D. Monekosso, P. H. Whincup, J. Ng, and C. Paterson, “Measuring retinal vessel tortuosity in 10-year-old children: validation of the computer-assisted image analysis of the retina
(CAIAR) program,” Investigative Ophthalmology & Visual
Science, vol. 50, no. 5, pp. 2004–2010, 2009.

3. STARE

官网：http://cecas.clemson.edu/~ahoover/stare/
文章：

A.D. Hoover, V. Kouznetsova, and M. Goldbaum, “Locating blood vessels in retinal images by piecewise threshold
probing of a matched filter response,” IEEE Transactions on
Medical Imaging, vol. 19, no. 3, pp. 203–210, 2000.