Patent №
US 11,645,828
Granted
2023-05-09
Filed 2021
Owner
ROBERT BOSCH GMBH
AI components
4
ml · vision · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
17261758
A method for ascertaining an explanation map of an image, in which all those pixels of the image are changed which are significant for a classification of the image ascertained with the aid of a deep neural network. The explanation map is selected in such a way that a smallest possible subset of the pixels of the image are changed, and the explanation map preferably does not lead to the same classification result as the image when it is supplied to the deep neural network for classification. The explanation map is selected in such a way that an activation caused by the explanation map does not essentially exceed an activation caused by the image in feature maps of the deep neural network.
AI classification
Ownership
ROBERT BOSCH GMBH
assignment · 573830010
Assignors
WAGNER, JOERG, GINDELE, TOBIAS, KOEHLER, JAN MATHIAS, WIEDEMER, JAKOB THADDAEUS, HETZEL, LEON
On an employer assignment, the assignors are typically the inventors.