Vascular Extraction by using matched filter on retinal image

Kanjanasurat, I.; Purahong, B.; Pintavirooj, C.; Benjangkaprasert, C.

doi:10.1088/1742-6596/1457/1/012013

Vascular Extraction by using matched filter on retinal image

Author(s)

Kanjanasurat, I.

Purahong, B.

Pintavirooj, C.

Benjangkaprasert, C.

Date Issued

February 24, 2020

Type

Conference Paper

DOI

10.1088/1742-6596/1457/1/012013

Abstract

This paper presents a vascular extraction on the retinal image by using matched filter. It uses the approximation to calculate a matrix and convolved with retinal images. Also, the proposed method tested with two widely used databases, including DRIVE and STARE. The results of vascular extraction have an average accuracy of 0.944 in DRIVE and 0.936 in STARE. The sensitivity of DRIVE and STARE, which a parameter for detect vessel correctly was achieved 0.73 and 0.753, respectively. In addition, this algorithm has a high performance and fast algorithm.

Citation

Journal of Physics Conference Series, 1457(1), 2020