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:
Jan. 16, 2024

Filed:

Oct. 10, 2023
Applicants:

Mohammadhadi Amini, Miami, FL (US);

Naphtali D. Rishe, Miami, FL (US);

Khandaker Mamun Ahmed, Miami, FL (US);

Inventors:

Mohammadhadi Amini, Miami, FL (US);

Naphtali D. Rishe, Miami, FL (US);

Khandaker Mamun Ahmed, Miami, FL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/40 (2022.01); G06T 5/00 (2006.01); G06T 7/10 (2017.01); G06T 5/40 (2006.01); G06V 10/82 (2022.01); G06V 10/94 (2022.01); G06V 20/52 (2022.01);
U.S. Cl.
CPC ...
G06V 20/44 (2022.01); G06T 5/002 (2013.01); G06T 5/40 (2013.01); G06T 7/10 (2017.01); G06V 10/82 (2022.01); G06V 10/945 (2022.01); G06V 20/46 (2022.01); G06V 20/49 (2022.01); G06V 20/52 (2022.01); G06T 2207/10016 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30232 (2013.01);
Abstract

Systems and methods are provided for detecting one or more anomalous events in video. Histogram-based noise cleansing, higher-order deep convolutional neural network-based feature extraction, instance segmentation, instance summation, difference calculation, and normalization can be used. Human-in-loop systems and methods can facilitate human decisions for anomaly detection. The decision of an anomaly event can be made by, for example, the instance difference value(s).


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