Ford Global Technolgoies, LLC

University of Michigan

Jaerock Kwon

John Moore

Ziwei Zeng

Junho Hong

Aydin Zaboli

Subhadip Ghosh

Kuchan Park

A computer that includes a processor and a memory, the memory including instructions executable by the processor to input an image to a first neural network to generate a first detected object and input the image to a second neural network to generate a reconstructed image which is input to a third neural network to generate a second detected object. The image can be divided into portions and the portions input to respective fourth neural networks to generate portions of a third detected object. The first detected object, the second detected object, the portions of the third detected object, and context data can be input to a partially observable Markov decision process to generate a high confidence detected object.

Machine learning and data classification for operating a device such as a vehicle

Growing community of inventors

Ann Arbor, MI, United States of America

Jaerock Kwon