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:
Oct. 17, 2023

Filed:

Apr. 05, 2019
Applicants:

Cogvis Software Und Consulting Gmbh, Vienna, AT;

Toyota Motor Europe Nv/sa, Brussels, BE;

Inventors:

Martin Kampel, Vienna, AT;

Christopher Pramerdorfer, Vienna, AT;

Rainer Planinc, Vienna, AT;

Michael Brandstoetter, Vienna, AT;

Mark Van Loock, Westmeerbeek, BE;

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G06T 7/55 (2017.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06V 20/40 (2022.01); G06V 20/64 (2022.01); G06V 10/764 (2022.01); G06V 20/52 (2022.01);
U.S. Cl.
CPC ...
G06V 10/82 (2022.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 7/55 (2017.01); G06V 10/764 (2022.01); G06V 20/40 (2022.01); G06V 20/52 (2022.01); G06V 20/64 (2022.01); G06V 20/44 (2022.01);
Abstract

The disclosed subject matter relates to a method for determining a type and a state of an object of interest, comprising: generating a depth map of a scene by means of a depth sensor, the scene containing the object of interest and an occlusion object lying between the depth sensor and the object of interest; computing three 2D occupancy views, each in a different viewing direction, and three 2D occlusion views; feeding each of said occupancy and occlusion views into a different input of a trained convolutional neural network; receiving both a class and a bounding box of the object of interest from the convolutional neural network; and determining the type of the object of interest and the state of the object of interest. The disclosed subject matter further relates to a system for carrying out said method.


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