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:
Apr. 21, 2020

Filed:

May. 17, 2018
Applicant:

Htc Corporation, Taoyuan, TW;

Inventors:

Cheng-Hsien Lin, Taoyuan, TW;

Po-Chuan Cho, Taoyuan, TW;

Hung-Yi Yang, Taoyuan, TW;

Assignee:

HTC Corporation, Taoyuan, TW;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/10 (2017.01); G06T 3/40 (2006.01); G06N 3/04 (2006.01); G06N 5/04 (2006.01); G06T 7/11 (2017.01);
U.S. Cl.
CPC ...
G06T 3/4046 (2013.01); G06N 3/0454 (2013.01); G06N 5/046 (2013.01); G06T 7/10 (2017.01); G06T 7/11 (2017.01); G06T 2207/20084 (2013.01);
Abstract

An image segmentation method for performing image segmentation through a neural network implemented by an image segmentation apparatus is provided. The image segmentation method includes the steps outlined below. An input image is down-sampled to generate down-sampled images. Previous convolution neural network (CNN) data having a first resolution is received to up-sample the previous CNN result to generate an up-sampled previous CNN data having a second resolution. A current down-sampled image of the down-sampled images having the second resolution and the up-sampled previous CNN data are received. Convolution is performed according to the up-sampled previous CNN data and the current down-sampled image to generate a current image segmentation result.


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