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:
Sep. 05, 2017

Filed:

Sep. 18, 2015
Applicant:

Htc Corporation, Taoyuan, TW;

Inventors:

Chuen-Kai Shie, Taoyuan, TW;

Chung-Hsiang Chuang, Taoyuan, TW;

Chun-Nan Chou, Taoyuan, TW;

Meng-Hsi Wu, Taoyuan, TW;

Edward Chang, Taoyuan, TW;

Assignee:

HTC Corporation, Taoyuan, TW;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); A61B 5/00 (2006.01); G06T 7/00 (2017.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
A61B 5/444 (2013.01); G06K 9/627 (2013.01); G06K 9/628 (2013.01); G06K 9/6255 (2013.01); G06T 7/0014 (2013.01); G06T 7/0083 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20112 (2013.01); G06T 2207/30088 (2013.01);
Abstract

The disclosure provides a method, an electronic apparatus, and a computer readable medium of constructing a classifier for skin-infection detection. The method includes the following steps. A codebook of representative features is constructed based on a plurality of target-disease-irrelevant images. Transfer-learned disease features are extracted from target-disease images according to the codebook without any medical domain knowledge, where the target-disease images are captured by at least one image capturing device. Supervised learning is performed based on the transfer-learned target-disease features to train the classifier for skin-infection detection.


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