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. 26, 2016

Filed:

May. 01, 2015
Applicants:

General Electric Company, Schenectady, NY (US);

London Health Sciences Centre Research Inc., London, CA;

Inventors:

Shuo Li, London, CA;

Yungliang Cai, London, CA;

Said Osman, London, CA;

Mark Landis, London, CA;

Manas Sharma, London, CA;

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06T 7/00 (2006.01); G06F 19/00 (2011.01); G06K 9/62 (2006.01); G06T 17/20 (2006.01); G06K 9/48 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06F 19/3437 (2013.01); G06K 9/481 (2013.01); G06K 9/6202 (2013.01); G06T 7/0051 (2013.01); G06T 17/20 (2013.01); G06K 2209/05 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/30012 (2013.01); G06T 2207/30204 (2013.01);
Abstract

Systems, methods and computer program products to perform multi-modality vertebrae recognition are provided. Aspects of the present disclosure disclosed and described herein enable a multi-modality vertebrae recognition engine that recognizes vertebrae by using a three-stage recognition approach: landmark detection, global shape registration, and local pose adjustment. These stages cover the matching from local to global spine structures. The three stages are implemented by three modules in the hierarchical deformable model, the local appearance module, global geometry model, and local geometry model. According to one aspect of the present disclosure, the overall workflow can be understood as a three-stage top-down registration. The goal of the registration is: 1) to align the global shape of the spine model, and 2) to align the vertebrae poses with the local image structures around identified landmarks.


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