This inventor holds 3 USPTO granted patents and 1 published patent application. Top assignees: Southwest Research Institute, Honda Motor Co., Ltd.. Active years: 2015-2025.
Company Filing History:
Years Active: 2015-2025
Title: Douglas A. Brooks: Innovator in Machine Learning and Environmental Recognition
Introduction
Douglas A. Brooks is a notable inventor based in San Antonio, TX (US). He has made significant contributions to the fields of machine learning and environmental recognition, holding a total of 3 patents. His innovative work focuses on integrating real-world properties into machine learning applications, enhancing the accuracy and efficiency of these technologies.
Latest Patents
One of Brooks' latest patents is titled "System and method for overcoming real-world losses in machine learning applications." This invention involves receiving a real-world image and comparing it to a simulated image using a discriminator network of a generative adversarial network (GAN). The generator network of the GAN is trained based on the comparison results, and the real-world image is iteratively tuned until it meets a predetermined accuracy threshold. This approach significantly improves the training of machine learning models by incorporating real-world properties.
Another notable patent is the "Surrounding environment recognition device." This device includes an image capturing unit that captures peripheral images and a traffic signal detecting unit. The unit sets a search region within the peripheral image to detect traffic signals, with the search region becoming smaller as the distance from the image capturing unit increases. This innovation enhances the ability of machines to recognize and respond to their environments effectively.
Career Highlights
Throughout his career, Douglas A. Brooks has worked with esteemed organizations such as the Southwest Research Institute and Honda Motor Co., Ltd. His experience in these companies has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.
Collaborations
Brooks has collaborated with notable individuals in his field, including David R. Chambers and Akira Mizutani. These collaborations have fostered a creative environment that has led to the development of groundbreaking technologies.
Conclusion
Douglas A. Brooks is a distinguished inventor whose work in machine learning and environmental recognition continues to impact the industry. His patents reflect a commitment to innovation and the advancement of technology.