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.
Patent No.:
Date of Patent:
Sep. 22, 2020
Filed:
Jan. 04, 2019
Applicant:
Yuan Ze University, Taoyuan, TW;
Inventors:
Assignee:
Yuan Ze University, Taoyuan, TW;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 3/10 (2006.01); G16H 30/40 (2018.01); A61B 3/14 (2006.01); G01N 13/04 (2006.01); A61B 3/00 (2006.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
A61B 3/101 (2013.01); A61B 3/14 (2013.01); G01N 13/04 (2013.01); G16H 30/40 (2018.01); A61B 3/0025 (2013.01); G06T 7/0012 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30041 (2013.01);
Abstract
A convolutional neural network model distinguishes eyelash images, break-up area images, non-break-up images, sclera images and eyelid images corresponding to a first prediction score, a second prediction score, a third prediction score, a fourth prediction score and a fifth prediction score to respectively produce a first label, a second label, a third label, a fourth label and a fifth label, thereby a break-up area can be detected in a tear film image and a tear film break-up time can be quantized for detection.