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.

Date of Patent:
Jan. 06, 2026

Filed:

Jul. 25, 2023
Applicants:

Ford Global Technologies, Llc, Dearborn, MI (US);

The Regents of the University of Michigan, Ann Arbor, MI (US);

Inventors:

Alexandra Carlson, Palo Alto, CA (US);

Nikita Jaipuria, Pittsburgh, PA (US);

Punarjay Chakravarty, Campbell, CA (US);

Manikandasriram Srinivasan Ramanagopal, Pittsburgh, PA (US);

Ramanarayan Vasudevan, Ann Arbor, MI (US);

Katherine Skinner, Ann Arbor, MI (US);

Assignees:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 15/06 (2011.01); G06T 7/521 (2017.01); G06T 7/90 (2017.01); G06T 17/00 (2006.01);
U.S. Cl.
CPC ...
G06T 17/00 (2013.01); G06T 7/521 (2017.01); G06T 7/90 (2017.01); G06T 15/06 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30252 (2013.01); G06T 2210/61 (2013.01);
Abstract

A computer includes a processor and a memory, and the memory stores instructions executable by the processor to jointly train a geometric NeRF multilayer perceptron (MLP) and a color NeRF MLP to model a scene using an occupancy grid map, camera data of the scene from a camera, and lidar data of the scene from a lidar; supervise the geometric NeRF MLP with the lidar data during the joint training; and supervise the color NeRF MLP with the camera data during the joint training. The geometric NeRF MLP is a neural radiance field modeling a geometry of the scene, and the color NeRF MLP is a neural radiance field modeling colors of the scene.


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