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:
Sep. 15, 2020

Filed:

Mar. 24, 2015
Applicant:

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

Inventors:

Ching-Yung Lin, Scarsdale, NY (US);

Zhen Wen, Summit, NJ (US);

Yale Song, New York, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06K 9/00 (2006.01); G06K 9/46 (2006.01); G06F 16/36 (2019.01); G06K 9/62 (2006.01); G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/374 (2019.01); G06K 9/00315 (2013.01); G06K 9/46 (2013.01); G06K 9/629 (2013.01); G06K 9/6289 (2013.01); G06N 5/003 (2013.01); G06K 9/00375 (2013.01);
Abstract

Techniques for multimodal data fusion having a multimodal hierarchical dictionary learning framework that learns latent subspaces with hierarchical overlaps are provided. In one aspect, a method for multi-view data fusion with hierarchical multi-view dictionary learning is provided which includes the steps of: extracting multi-view features from input data; defining feature groups that group together the multi-view features that are related; defining a hierarchical structure of the feature groups; and learning a dictionary using the feature groups and the hierarchy of the feature groups. A system for multi-view data fusion with hierarchical multi-view dictionary learning is also provided.


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