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  • 标题:Automated Espial of Microaneurysm and Grading of Diabetic Retinopathy in Fundus Images Using Ensemble-Based System
  • 本地全文:下载
  • 作者:Shilpa K ; V J Nyamati ; Usha Rani G M
  • 期刊名称:International Journal of Computer Trends and Technology
  • 电子版ISSN:2231-2803
  • 出版年度:2015
  • 卷号:23
  • 期号:1
  • 页码:12-15
  • DOI:10.14445/22312803/IJCTT-V23P103
  • 出版社:Seventh Sense Research Group
  • 摘要:Diabetic retinopathy (DR) is a common complexity of diabetes that harms the retina and leads to vision loss if handled lately. DR can be diagnosed by earliest detection of microaneurysm (MA). Some methods have been developed, the accurate espial of MA in color retinal images is still a challenging task. In this paper, we propose a EnsembleBased system to detect MA. We developed a combination of internal components of microaneurysm detectors, namely preprocessing methods and candidate extractors and measured our approach for microaneurysm detection in an online competition, where this system is currently ranked as first.
  • 关键词:Diabetic Retinopathy; Microaneurysm; Ensemble-based system; Preprocessing; CandidateExtractors.
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