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System and methods for automatic processing of digital retinal images in conjunction with an imaging device
专利权人:
VisionQuest Biomedical LLC
发明人:
Simon Barriga,Carla Agurto,Honggang Yu,Peter Soliz,Gilberto Zamora,Vinayak Joshi
申请号:
US14259014
公开号:
US09462945B1
申请日:
2014.04.22
申请国别(地区):
US
年份:
2016
代理人:
摘要:
Systems and methods of obtaining and recording fundus images by minimally trained persons, which includes a camera for obtaining images of a fundus of a subject's eye, in combination with mathematical methods to assign real time image quality classification to the images obtained based upon a set of criteria. The classified images will be further processed if the classified images are of sufficient image quality for clinical interpretation by machine-coded and/or human-based methods. Such systems and methods can thus automatically determine whether the quality of a retinal image is sufficient for computer-based eye disease screening. The system integrates global histogram features, textural features, and vessel density, as well as a local non-reference perceptual sharpness metric. A partial least square (PLS) classifier is trained to distinguish low quality images from normal quality images.
来源网站:
中国工程科技知识中心
来源网址:
http://www.ckcest.cn/home/

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