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. 01, 2012
Filed:
Oct. 30, 2008
Atilla Peter Kiraly, Plainsboro, NJ (US);
Christopher V. Alvino, Allenwood, NJ (US);
Hong Shen, Plainsboro, NJ (US);
Atilla Peter Kiraly, Plainsboro, NJ (US);
Christopher V. Alvino, Allenwood, NJ (US);
Hong Shen, Plainsboro, NJ (US);
Siemens Aktiengesellschaft, Munich, DE;
Abstract
A method for directed machine learning includes receiving features including intensity data and location data of an image, condensing the intensity data and the location data into a feature vector, processing the feature vector by a plurality of classifiers, each classifier trained for a respective trained class among a plurality of classes, outputting, from each classifier, a probability of the feature vector belong to the respective trained class, and assigning the feature vector a label according to the probabilities of the classifiers, wherein the assignment produces a segmentation of the image.