Virtual user detection
AssigneeFord Global Technologies, LLC
InventorsTurgay Isik Aslandere, Ke Fan, Frederik De Smet
Life of this patent
Estimating the term…
Abstract
A plurality of training data sets of user interactions in a real environment can be determined. A machine learning program is trained with the training data sets. A data set of virtual user interactions with a virtual environment is input to the trained machine learning program to output a probability of selection of an object in the virtual environment. The object is identified in the virtual environment selected by a user based on the probability. A manipulation of the object by the user is then identified.
Claims21
-13. (canceled)
A system, comprising a computer including a processor and a memory, the memory storing instructions executable by the processor to:
- determine a plurality of training data sets of user interactions in a real environment;
- train a machine learning program with the training data sets;
- input a data set of virtual user interactions with a virtual environment to the trained machine learning program to output a probability of selection of an object in the virtual environment;
- identify the object in the virtual environment selected by a user based on the probability;
- and
- identify a manipulation of the object by the user.
A method, comprising:
- determining a plurality of training data sets of user interactions in a real environment;
- training a machine learning program with the training data sets;
- inputting a data set of virtual user interactions with a virtual environment to the trained machine learning program to output a probability of selection of an object in the virtual environment;
- identifying the object in the virtual environment selected by a user based on the probability;
- and
- identifying a manipulation of the object by the user.
Dependencies are inferred from the claim text.