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:
Aug. 06, 2024

Filed:

Feb. 22, 2023
Applicant:

Aptiv Technologies Ag, Schaffhausen, CH;

Inventors:

Syed Asif Imran, Moorpark, CA (US);

Jan K. Schiffmann, Newbury Park, CA (US);

Nianxia Cao, Oak Park, CA (US);

Assignee:

Aptiv Technologies AG, Schaffhausen, CH;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60W 60/00 (2020.01); B60W 30/095 (2012.01); B60W 50/02 (2012.01); G01S 13/931 (2020.01); G06T 7/20 (2017.01);
U.S. Cl.
CPC ...
B60W 60/0027 (2020.02); B60W 30/0956 (2013.01); B60W 50/0205 (2013.01); G01S 13/931 (2013.01); G06T 7/20 (2013.01); B60W 2420/40 (2013.01); B60W 2420/403 (2013.01); B60W 2420/408 (2024.01); B60W 2420/54 (2013.01); B60W 2554/20 (2020.02); B60W 2554/4029 (2020.02); G06T 2207/10028 (2013.01); G06T 2207/10044 (2013.01); G06T 2207/10048 (2013.01); G06T 2207/10132 (2013.01); G06T 2207/30252 (2013.01);
Abstract

Kurtosis based pruning for a sensor-fusion system includes aligning candidate radar tracks with one of multiple candidate visual tracks. For each candidate vision track, a weight or other evidence of matching is assigned to each candidate radar track. An inverse of matching errors between each candidate vision track and each candidate radar track contributes to the evidence, which is normalized to produce, for each candidate vision track, a distribution associated with all candidate radar tracks. A Kurtosis or a shape of this distribution is calculated. Based on Kurtosis values, some candidate radar tracks are selected for matching and other remaining candidate radar tracks are pruned. The Kurtosis is used to determine how many candidates to retain and how many to prune.


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