The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 13, 2017

Filed:

Jan. 22, 2014
Applicant:

Agency for Science, Technology and Research, Singapore, SG;

Inventors:

Yanwu Xu, Singapore, SG;

Jiang Liu, Singapore, SG;

Jun Cheng, Singapore, SG;

Fengshou Yin, Singapore, SG;

Wing Kee Damon Wong, Singapore, SG;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2006.01); G06K 9/46 (2006.01); G06K 9/52 (2006.01); G06K 9/62 (2006.01); G06T 7/11 (2017.01);
U.S. Cl.
CPC ...
G06T 7/0014 (2013.01); G06K 9/46 (2013.01); G06K 9/52 (2013.01); G06K 9/6215 (2013.01); G06T 7/11 (2017.01); G06K 2009/4666 (2013.01); G06T 2207/30041 (2013.01);
Abstract

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 'reference' 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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