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    • 9. 发明授权
    • Method and system for image-based ulcer detection
    • 基于图像的溃疡检测方法和系统
    • US08923585B1
    • 2014-12-30
    • US13755524
    • 2013-01-31
    • Given Imaging Ltd.
    • Dori Peleg
    • G06K9/00A61B5/00
    • G06T7/0012G06T2207/10024G06T2207/10068
    • Ulcer detection may include calculating ulcer head scores for image pixels, and calculating ulcer red region scores for pixels, each score correlated to the probability that the pixel color is typical to ulcer heads, ulcer red regions, or a other regions. Ulcer head scores may be compared to an ulcer head threshold level and, based on the results, ulcer head candidates may be obtained. Ulcer red region scores may be compared to a threshold and ulcer red region candidates may be obtained. Ulcer candidates may be formed by creating pairs including an ulcer head candidate and a potential ulcer red region candidate. A grade for ulcer candidates indicating the probability that the ulcer candidate is an ulcer may be used to generate a score for the image, the score indicating the probability that the image includes an ulcer.
    • 溃疡检测可以包括计算图像像素的溃疡头分数,以及计算像素的溃疡红色区域分数,每个分数与像素颜色是典型的溃疡头,溃疡红色区域或其他区域的概率相关。 可以将溃疡头评分与溃疡头部阈值水平进行比较,并且基于结果,可以获得溃疡头部候选物。 可以将溃疡红色区域得分与阈值进行比较,并且可以获得溃疡红色区域候选物。 可以通过产生包括溃疡性头部候选物和潜在的溃疡红色区域候选物的对形成溃疡候选物。 用于表示溃疡候选者是溃疡的可能性的溃疡候选者的等级可以用于产生图像的分数,得分表示图像包括溃疡的概率。