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:
Feb. 09, 2021

Filed:

Feb. 01, 2019
Applicant:

Volvo Car Corporation, Gothenburg, SE;

Inventors:

Andreas Wallin, Billdal, SE;

Sohini Roy Chowdhury, Santa Clara, CA (US);

Assignee:

Volvo Car Corporation, Gothenburg, SE;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/20 (2006.01); G06T 7/11 (2017.01); G06K 9/62 (2006.01); G06T 5/00 (2006.01); G06T 5/20 (2006.01); G06T 7/12 (2017.01); G06T 7/194 (2017.01);
U.S. Cl.
CPC ...
G06T 7/11 (2017.01); G06K 9/6218 (2013.01); G06T 5/002 (2013.01); G06T 5/003 (2013.01); G06T 5/20 (2013.01); G06T 7/12 (2017.01); G06T 7/194 (2017.01); G06T 2207/20016 (2013.01); G06T 2207/20028 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20104 (2013.01); G06T 2207/20192 (2013.01); G06T 2207/30252 (2013.01);
Abstract

There is provided a method for image segmentation and annotation. The method comprises: providing an image; reducing the image size and smoothing the image to perform low-pass filtering on the image; restoring the image size; performing pixel level clustering of the image; performing spatial clustering of the image; selecting one or more clusters corresponding to a region of interest, ROI, based on a predetermined image mask, wherein the predetermined image mask has a known location in relation to the ROI; defining the selected one or more clusters as a proposed ROI; and determining if the proposed ROI sufficiently corresponds to an actual ROI.


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