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. 22, 2022

Filed:

Oct. 24, 2017
Applicant:

Boe Technology Group Co., Ltd., Beijing, CN;

Inventors:

Haijun Su, Beijing, CN;

Xiaojun Tang, Beijing, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06N 20/20 (2019.01); B60W 30/08 (2012.01); G05B 13/02 (2006.01); G06K 9/46 (2006.01); G06K 9/62 (2022.01); G06T 3/40 (2006.01); G06V 20/58 (2022.01); G06V 10/40 (2022.01); G06V 40/10 (2022.01);
U.S. Cl.
CPC ...
G06V 20/58 (2022.01); B60W 30/08 (2013.01); G05B 13/0265 (2013.01); G06K 9/6256 (2013.01); G06K 9/6277 (2013.01); G06N 20/20 (2019.01); G06T 3/40 (2013.01); G06V 10/40 (2022.01); G06V 40/103 (2022.01);
Abstract

The disclosure provides an objective identification device, comprising: a classifier training circuit configured to extract objective characteristics based on training samples and perform offline training based on the objective characteristics to obtain a classifier; and a calculation circuit is configured to identify an objective in an image based on a particle swarm optimization algorithm, wherein each of particles is defined as an object having a predefined size in the image; and a fitness value of each of particles is calculated based on the classifier and the objective characteristics of the particle in the particle swarm optimization algorithm, the fitness value representing a probability that the particle belongs to the objective. The disclosure also provides an objective identification method and driving assistance device. According to the disclosure, not only the identification rate can be increased but also application scenarios having different identification rate requirements can be satisfied.


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