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COST-SENSITIVE LINEAR RECONSTRUCTION BASED OPTIC CUP LOCALIZATION
专利权人:
AGENCY FOR SCIENCE; TECHNOLOGY AND RESEARCH
发明人:
XU, YANWU,LIU, JIANG,CHENG, JUN,YIN, FENGSHOU,WONG, WING KEE, DAMON
申请号:
SG11201505600T
公开号:
SG11201505600TA
申请日:
2014.01.22
申请国别(地区):
SG
年份:
2015
代理人:
摘要:
A method is presented to obtain, from a retinal image, data characterizing the optic cup, such as data indicating the location and/or size of the optic cup in relation to the optic disc. A disc region of the retinal image of an eye, is expressed as a weighted sum of a plurality of pre-existing &ldquoreference&rdquo retinal images in a library, with the weights being chosen to minimize a cost function. The data characterizing the cup of the eye is obtained from cup data associated with the pre-existing disc images and the corresponding weights. The cost function includes (i) a construction error term indicating a difference between the disc region of the retinal image and a weighted sum of the reference retinal images, and (ii) a cost term, which may be generated using a weighted sum over the reference retinal images of a difference between the reference retinal images and the disc region of the retinal image.
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