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.
Patent No.:
Date of Patent:
Jul. 03, 2018
Filed:
Jan. 26, 2016
Applicant:
Università Della Svizzera Italiana, Lugano, CH;
Inventors:
Michael Bronstein, Lugano, CH;
Davide Boscaini, Lugano, CH;
Jonatan Masci, Como, IT;
Pierre Vandergheynst, Ecublens, CH;
Assignee:
UNIVERSITÀ DELLA SVIZZERA ITALIANA, Lugano, CH;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 15/00 (2011.01); G06N 3/08 (2006.01); G06F 17/10 (2006.01); G06T 19/00 (2011.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 17/10 (2013.01); G06T 19/00 (2013.01);
Abstract
A method for extracting hierarchical features from data defined on a geometric domain is provided. The method includes applying on said data at least an intrinsic convolution layer, including the steps of applying a patch operator to extract a local representation of the input data around a point on the geometric domain and outputting the correlation of a patch resulting from the extraction with a plurality of templates. A system to implement the method is also described.