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:
Nov. 06, 2018
Filed:
Dec. 09, 2016
Cisco Technology, Inc., San Jose, CA (US);
Hugo Mike Latapie, Long Beach, CA (US);
Enzo Fenoglio, Issy-les-Moulineaux, FR;
Joseph T. Friel, Ardmore, PA (US);
Andre Surcouf, Saint-Leu-la-Foret, FR;
Pascal Thubert, La-Colle-sur-Loup, FR;
Cisco Technologies, Inc., San Jose, CA (US);
Abstract
In one embodiment, a method includes receiving training data, the training data including training video data representing video of a location in a quiescent state, training a neural network using the training data to obtain a plurality of metrics, receiving current data, the current data including current video data representing video of the location at a current time period, generating a reconstruction error based on the plurality of metrics and the current video data in the embedded space, and generating, in response to determining that the reconstruction error is greater than a threshold, a notification indicative of the location being in a non-quiescent state.