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:
Aug. 23, 2022

Filed:

Mar. 22, 2016
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Somdeb Majumdar, Mission Viejo, CA (US);

Regan Blythe Towal, La Jolla, CA (US);

Assignee:

Qualcomm Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/08 (2006.01); G06K 9/62 (2006.01); G06K 9/46 (2006.01); G06V 10/44 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06K 9/627 (2013.01); G06K 9/6232 (2013.01); G06N 3/08 (2013.01); G06V 10/454 (2022.01); G06K 9/6267 (2013.01);
Abstract

An apparatus for classifying an input includes a classifier and a feature extractor. The feature extractor is configured to generate a feature vector based on the input. The feature vector is also configured to set a number of elements of the feature vector to zero to produce a sparse feature vector. The sparse feature vector has the same dimensions as the feature vector generated by the feature extractor. However, the sparse feature vector includes fewer non-zero elements than the feature vector generated by the feature extractor. The feature vector is further configured to forward the sparse feature vector to the classifier to classify the input.


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