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author:

Lin, Jia-wen (Lin, Jia-wen.) [1] | Weng, Qian (Weng, Qian.) [2] (Scholars:翁谦) | Yu, Lun (Yu, Lun.) [3] (Scholars:余轮)

Indexed by:

CPCI-S EI Scopus

Abstract:

Optic disc (OD) is one of the most important structures in retina. The automatic detection of OD is essential to make Diabetic retinopathy examination more effective. In this paper, a fast optic disc localization algorithm is described. Our approach begins with pre-processing, and then the main vessels in fundus images are extracted based on morphology methods. In the next step, parabolic fitting algorithm by the least square method is applied to express the main vessels. Finally, we judge the fitting result and defined the apex as the OD center. The proposed method was evaluated in 3 public datasets. An average accuracy of 99.05% at the average time of 1.08 second was achieved.

Keyword:

Diabetic retinopathy fundus image medical image analysis optic disc (OD) localization parabolic fitting

Community:

  • [ 1 ] [Lin, Jia-wen]Fuzhou Univ, Coll Phys & Informat Engn, 2 Xueyuan Rd, Fuzhou 350116, Fujian, Peoples R China
  • [ 2 ] [Yu, Lun]Fuzhou Univ, Coll Phys & Informat Engn, 2 Xueyuan Rd, Fuzhou 350116, Fujian, Peoples R China
  • [ 3 ] [Weng, Qian]Fuzhou Univ, Coll Math & Comp Sci, 2 Xueyuan Rd, Fuzhou 350116, Fujian, Peoples R China

Reprint 's Address:

  • 林嘉雯

    [Lin, Jia-wen]Fuzhou Univ, Coll Phys & Informat Engn, 2 Xueyuan Rd, Fuzhou 350116, Fujian, Peoples R China

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Source :

PROCEEDINGS OF 2018 10TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING (ICMLC 2018)

Year: 2018

Page: 242-246

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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