Location History:
- San Francisco, CA (US) (2019 - 2021)
- Oakland, CA (US) (2021 - 2023)
Company Filing History:
Years Active: 2019-2023
Title: Graham Mills: Innovator in Localization Technologies
Introduction
Graham Mills is a prominent inventor based in San Francisco, CA. He has made significant contributions to the field of localization systems, particularly in the context of autonomous vehicles. With a total of 4 patents to his name, Mills continues to push the boundaries of technology.
Latest Patents
Mills' latest patents include innovative methods for localization systems. One notable patent describes a method that receives a camera image from a vehicle camera and cleans the image using a VAE-GAN (variational autoencoder combined with a generative adversarial network) algorithm. This method further receives a vector map related to an area near the vehicle and generates a synthetic image based on that map. The vehicle is then localized using the cleaned camera image and the synthetic image. Another significant patent focuses on localization for autonomous vehicles using Gaussian mixture models. This method involves receiving sensor data from a sensor and determining a prior map comprising LIDAR intensity values. It includes extracting a sub-region of the prior map around a hypothesis position of the sensor and calculating a log-likelihood for the sub-region based on the Gaussian Mixture Model distribution of intensity values.
Career Highlights
Graham Mills is currently employed at Ford Global Technologies, LLC, where he applies his expertise in localization technologies. His work is instrumental in advancing the capabilities of autonomous vehicles, making them safer and more efficient.
Collaborations
Mills collaborates with talented individuals such as Sarah Houts and Praveen Narayanan, contributing to a dynamic team focused on innovation in vehicle technology.
Conclusion
Graham Mills is a key figure in the development of localization systems for autonomous vehicles, with a strong portfolio of patents that reflect his innovative spirit. His work at Ford Global Technologies continues to shape the future of transportation technology.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.