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:
May. 26, 2026
Filed:
Aug. 28, 2020
Applicant:
Siemens Aktiengesellschaft, Munich, DE;
Inventors:
Shashanka Venkataramanan, Orlando, FL (US);
Rajat Vikram Singh, Santa Clara, CA (US);
Kuan-Chuan Peng, Boston, MA (US);
Assignee:
Siemens Aktiengesellschaft, Munich, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G06V 10/25 (2022.01); G06V 20/40 (2022.01);
U.S. Cl.
CPC ...
G06V 10/82 (2022.01); G06V 10/25 (2022.01); G06V 20/44 (2022.01);
Abstract
Anomalies in multiple different scenes or images can be detected and localized in a single training flow of a neural network. In various examples, incremental learning can be applied to a given system or network, such that the system or network can learn the distribution of new scenes in a single training flow. Thus, in some cases, when an anomalous image from a new scene is given as input to the network, the network can detect and localize the anomaly.