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A fast method to detect blood vessel in retinal image

A fast method to detect blood vessel in retinal image
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摘要 Due to the increasing number ot diabetic patients, the number of people affected by diabetic retinopathy isexpected to increase. Diabetic retinopathy is a complication of diabetes and the most serious frequent eye disease in the world. Large-scale retinal screening for diabetic patients is necessary to prevent visual loss and blindness. The analysis of digital retinal images, obtained by the fundus camera, is viewed as a feasible approach because retinal blood vessels have been shown to change in diameter, branching angles, or tortuosity as a result of diabetic retinopathy. The morphological change can help identify the different stages of diabetic retinopathy. In addition, the acquisition of retinal image is nonintrusive and low cost. Automatic segmentation of the retinal blood vessel is a prerequisite for this analysis.~3 This article presents a method to detect blood vessel based on sobel operators.4 Small and fast computation is the outstanding merit of this method. Due to the increasing number ot diabetic patients, the number of people affected by diabetic retinopathy isexpected to increase. Diabetic retinopathy is a complication of diabetes and the most serious frequent eye disease in the world. Large-scale retinal screening for diabetic patients is necessary to prevent visual loss and blindness. The analysis of digital retinal images, obtained by the fundus camera, is viewed as a feasible approach because retinal blood vessels have been shown to change in diameter, branching angles, or tortuosity as a result of diabetic retinopathy. The morphological change can help identify the different stages of diabetic retinopathy. In addition, the acquisition of retinal image is nonintrusive and low cost. Automatic segmentation of the retinal blood vessel is a prerequisite for this analysis.~3 This article presents a method to detect blood vessel based on sobel operators.4 Small and fast computation is the outstanding merit of this method.
出处 《Chinese Medical Journal》 SCIE CAS CSCD 2013年第10期1984-1986,共3页 中华医学杂志(英文版)
关键词 retinal image segmentation of blood vessel sobel operators retinal image, segmentation of blood vessel, sobel operators
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参考文献5

  • 1Martinez-Perez ME, Hughes AD, Thom SA, Bharath AA, Parker KH. Segmentation of blood vessels from red-free and ftuorescein retinal images. Med Image Anal 2007; 11: 47-61.
  • 2Ricci E, Perfetti R. Retinal blood vessel segmentation using line operators and support vector classification. IEEE Trans Med Imaging 2007; 26: 1357-1365.
  • 3Al-Rawi M, Qutaishat M, Arrar M. An improved matched filter for blood vessel detection of digital retinal images. Comput Biol Med 2007; 37: 262-267.
  • 4Luo SQ. Medical Image Segmentation. In: Luo SQ, Zhou GH, eds. Medical Image Processing. Beijing: Science Press; 2003; 69-70.
  • 5Xu Y, Zhang H, Li H, Hu G. An improced algorithm for vessel centerline tracking in coronary angiograms. Comput Meth Prog Bio12007; 88: 131-143.

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