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:
Jun. 02, 2020
Filed:
Apr. 10, 2018
Applicant:
Adobe Inc., San Jose, CA (US);
Inventors:
Joon-Young Lee, Milpitas, CA (US);
Seoungwug Oh, Seoul, KR;
Kalyan Krishna Sunkavalli, San Jose, CA (US);
Assignee:
Adobe Inc., San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06T 7/155 (2017.01); G06K 9/62 (2006.01); G06T 9/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/00765 (2013.01); G06K 9/627 (2013.01); G06K 9/6256 (2013.01); G06T 7/155 (2017.01); G06T 9/002 (2013.01); G06K 2209/21 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract
Various embodiments describe video object segmentation using a neural network and the training of the neural network. The neural network both detects a target object in the current frame based on a reference frame and a reference mask that define the target object and propagates the segmentation mask of the target object for a previous frame to the current frame to generate a segmentation mask for the current frame. In some embodiments, the neural network is pre-trained using synthetically generated static training images and is then fine-tuned using training videos.