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:
Oct. 20, 2020
Filed:
Nov. 15, 2018
Applicant:
Nec Laboratories Europe Gmbh, Heidelberg, DE;
Inventors:
Daniel Onoro-Rubio, Heidelberg, DE;
Mathias Niepert, Heidelberg, DE;
Assignee:
NEC LABORATORIES EUROPE GMBH, Heidelberg, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06T 7/00 (2017.01); G06K 9/32 (2006.01); G06F 17/11 (2006.01); G06N 3/08 (2006.01); G06K 9/62 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0002 (2013.01); G06F 17/11 (2013.01); G06K 9/00771 (2013.01); G06K 9/3233 (2013.01); G06K 9/6267 (2013.01); G06N 3/0454 (2013.01); G06N 3/0481 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06T 2207/30242 (2013.01);
Abstract
A method for object density monitoring includes receiving, by a processing server, an input image captured by an image sensor. The method further includes providing an annotated dataset with a target object to be identified in the input image, and providing, by the processing server as output, an object density map generated from the input image. The processing server provides the object density map by using a deep neural network having one or more pairs of a compression layer and a decompression layer connected by gated shortcuts.