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:
May. 07, 2024

Filed:

Oct. 11, 2019
Applicant:

Hitachi Astemo, Ltd., Hitachinaka, JP;

Inventors:

Masayoshi Ishikawa, Tokyo, JP;

Hideaki Suzuki, Tokyo, JP;

Hidehiro Toyoda, Hitachinaka, JP;

Assignee:

HITACHI ASTEMO, LTD., Ibaraki, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G08G 1/16 (2006.01); B60W 60/00 (2020.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06T 7/246 (2017.01); G06T 7/73 (2017.01);
U.S. Cl.
CPC ...
G08G 1/166 (2013.01); B60W 60/001 (2020.02); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 7/246 (2017.01); G06T 7/73 (2017.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30236 (2013.01);
Abstract

A moving object behavior prediction device improves prediction accuracy and includes: an input map generation unit that generates a single input map in which a region capable of containing a plurality of the moving objects is divided into a plurality of cells, in which each of the cells stores related information of a static object and related information of the moving object; a movement amount estimation unit that estimates a movement amount as a feature amount of each cell from the input map, using a trained convolutional neural network; a movement amount acquisition unit that acquires a movement amount at a current position of the moving object from a movement amount stored in a peripheral cell the moving object; and a future position prediction unit that predicts a future position of the moving object based on a feature amount at a current position of the moving object.


Find Patent Forward Citations

Loading…