From: Structure-based level set method for automatic retinal vasculature segmentation
Method | Parameters |
---|---|
Proposed preprocessing | Amplitude of the trace-based filter is 30, amplitude of the shock filter is 45, τ1 = updated at each iteration, other parameters of these filters are kept as in the related study[39], and kernel size of median filter is 25 × 25. |
Log-Gabor filter[40] and modified phase map |
|
GAC[23] |
|
PBLS[24] | τ2 = updated at each iteration, ϑ = 0.07, and α = 1 |
DRLSE[25] | τ2 = 5, σ = 1.5, μ = 0.04, ϑ = 5, α = ± 1.5, and c0 = 2 |
ARLS[28] | τ2 = 5, σ = 1.4, μ = 0.04, ϑ = 2.7, α = ± 1, and c0 = ±1 |
Proposed segmentation | τ2 = 1, μ = 0.2, ϑ = 0.6, α = 3, and c0 = {2, 5} |
RBLSE[33] | τ2 = 0.1, σ = 4, μ = 1, ϑ = 0.01 × 2552, and c0 = 1 |