Blood vessel enhancement and segmentation using wavelet transform

MU Akram, A Atzaz, SF Aneeque… - … Conference on Digital …, 2009 - ieeexplore.ieee.org
MU Akram, A Atzaz, SF Aneeque, SA Khan
2009 International Conference on Digital Image Processing, 2009ieeexplore.ieee.org
Retinal vessel segmentation is an essential step for the diagnoses of various eye diseases.
An automated tool for blood vessel segmentation is useful to eye specialists for purpose of
patient screening and clinical study. Vascular pattern is normally not visible in retinal
images. In this paper, we present a method forenhancing, locating and segmenting blood
vessels in images of retina. We present a method that uses 2-D Gabor wavelet and
sharpening filter to enhance and sharpen the vascular pattern respectively. This technique …
Retinal vessel segmentation is an essential step for the diagnoses of various eye diseases. An automated tool for blood vessel segmentation is useful to eye specialists for purpose of patient screening and clinical study. Vascular pattern is normally not visible in retinal images. In this paper, we present a method forenhancing, locating and segmenting blood vessels in images of retina. We present a method that uses 2-D Gabor wavelet and sharpening filter to enhance and sharpen the vascular pattern respectively. This technique locates and segments the blood vessels using edge detection algorithm and morphological operations. This technique is tested on publicly available STARE database of manually labeled images which has been established to facilitate comparative studies on segmentation of blood vessels in retinal images. The validation of our retinal image vessel segmentation technique is supported by experimental results.
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