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:
Nov. 08, 2016

Filed:

Nov. 06, 2014
Applicants:

Xerox Corporation, Norwalk, CT (US);

The Penn State Research Foundation, University Park, PA (US);

Inventors:

Raja Bala, Pittsford, NY (US);

Aaron M. Burry, Ontario, NY (US);

Vishal Monga, State College, PA (US);

Xuan Mo, Redmond, WA (US);

Assignees:

Xerox Corporation, Norwalk, CT (US);

The Penn State Research Foundation, University Park, PA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/00785 (2013.01); G06K 9/00335 (2013.01);
Abstract

Methods, systems, and processor-readable media for video anomaly detection based upon a sparsity model. A video input can be received and two or more diverse descriptors of an event can be computed from the video input. The descriptors can be combined to form an event matrix. A sparse reconstruction of the event matrix can be performed with respect to an over complete dictionary of training events represented by the diverse descriptors. A step can then be performed to determine if the event is anomalous by computing an outlier rejection measure on the sparse reconstruction.


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