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. 28, 2017

Filed:

May. 22, 2015
Applicants:

International Business Machines Corporation, Armonk, NY (US);

The University of Queensland, St. Lucia, QLD, AU;

Inventors:

Lisa M. Brown, Pleasantville, NY (US);

Sayed Ali Emami, St. Lucia, AU;

Mehrtash Harandi, Crace, AU;

Sharathchandra U. Pankanti, Darien, CT (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06T 7/20 (2006.01); G06K 9/62 (2006.01); G06K 9/48 (2006.01);
U.S. Cl.
CPC ...
G06T 7/2033 (2013.01); G06K 9/481 (2013.01); G06K 9/6218 (2013.01); G06T 2207/10016 (2013.01);
Abstract

A method includes the following steps. A video sequence including detection results from one or more detectors is received, the detection results identifying one or more objects. A clustering framework is applied to the detection results to identify one or more clusters associated with the one or more objects. The clustering framework is applied to the video sequence on a frame-by-frame basis. Spatial and temporal information for each of the one or more clusters are determined. The one or more clusters are associated to the detection results based on the spatial and temporal information in consecutive frames of the video sequence to generate tracking information. One or more target tracks are generated based on the tracking information for the one or more clusters. The one or more target tracks are consolidated to generate refined tracks for the one or more objects.


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