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:
Jul. 13, 2021

Filed:

Nov. 30, 2018
Applicant:

Kofax, Inc., Irvine, CA (US);

Inventors:

Jiyong Ma, San Diego, CA (US);

Stephen M. Thompson, Oceanside, CA (US);

Jan W. Amtrup, Silver Spring, MD (US);

Assignee:

KOFAX, INC., Irvine, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06T 7/90 (2017.01); G06T 7/13 (2017.01); G06K 9/46 (2006.01); G06T 7/194 (2017.01); G06T 7/70 (2017.01); G06T 7/12 (2017.01); G06T 7/11 (2017.01); G06N 20/00 (2019.01); G06N 7/00 (2006.01); G06T 7/00 (2017.01); G06K 9/38 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6227 (2013.01); G06K 9/00711 (2013.01); G06K 9/4604 (2013.01); G06K 9/6262 (2013.01); G06N 7/00 (2013.01); G06N 20/00 (2019.01); G06T 7/0002 (2013.01); G06T 7/11 (2017.01); G06T 7/12 (2017.01); G06T 7/13 (2017.01); G06T 7/194 (2017.01); G06T 7/70 (2017.01); G06T 7/90 (2017.01); G06K 9/38 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30176 (2013.01);
Abstract

Computerized techniques for real-time object detection from video data include: defining an analysis profile comprising an initial number of analysis cycles dedicated to each of a plurality of detectors, each detector being independently configured to detect objects according to a unique set of analysis parameters; receiving a plurality of frames of digital video data, the digital video data depicting an object; analyzing the plurality of frames using the plurality of detectors and in accordance with the analysis profile, wherein analyzing the plurality of frames produces an analysis result for each of the plurality of detectors; determining a confidence score for each of the analysis results; and updating the analysis profile by adjusting the number of analysis cycles dedicated to at least one of the plurality of detectors based on the confidence scores. Corresponding systems and computer program products are also disclosed.


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