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:
Nov. 02, 2021

Filed:

Dec. 25, 2018
Applicant:

Beijing Sensetime Technology Development Co., Ltd., Beijing, CN;

Inventors:

Jianping Shi, Beijing, CN;

Yule Li, Beijing, CN;

Dahua Lin, Beijing, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06K 9/72 (2006.01); G06K 9/00 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/00744 (2013.01); G06K 9/00765 (2013.01); G06K 9/6217 (2013.01); G06K 9/726 (2013.01); G06N 3/04 (2013.01);
Abstract

A key frame scheduling method and apparatus include: performing feature extraction on a current frame through a first network layer of a neural network to obtain low-layer features of the current frame acquiring a scheduling probability of the current frame according to low-level features of a previous key frame adjacent to the current frame and the low-level features of the current frame; determining whether the current frame is scheduled as a key frame according to the scheduling probability value of the current frame; and when determining that the current frame is scheduled as a key frame, performing feature extraction on low-level features of a current key frame via a second network layer of the neural network to obtain high-level features of the current key frame, where the network depth of the first network layer is less than the network depth of the second network layer.


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