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. 07, 2025

Filed:

Dec. 22, 2022
Applicant:

Industry-academia Cooperation Group of Sejong University, Seoul, KR;

Inventors:

Young-Gab Kim, Seoul, KR;

Yujun Kim, Seoul, KR;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 30/40 (2018.01); G06N 20/00 (2019.01); G06T 7/00 (2017.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0002 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/30168 (2013.01); G06T 2207/30232 (2013.01);
Abstract

Disclosed is a method and apparatus for multi-frame prediction error-based video anomaly detection. The disclosed apparatus for multi-frame prediction error-based video anomaly detection includes a multi-frame predictor configured to predict a current frame and adjacent frames using a prediction model; a multi-frame prediction error obtainer configured to obtain a multi-frame prediction error by obtaining a prediction error of the current frame and prediction errors of the adjacent frames that each prediction error is a difference between a predicted frame and a real frame and by adding the prediction error of the current frame and the prediction errors of the adjacent frames; and an anomaly score evaluator configured to evaluate an anomaly score based on the obtained multi-frame prediction error of the current frame.


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