This inventor holds 1 USPTO granted patent and 2 published patent applications. Top assignee: Raytheon Company. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Brett N Appleton: Innovator in Image Conversion Technology
Introduction
Brett N Appleton is a notable inventor based in Centreville, VA (US). He has made significant contributions to the field of image processing, particularly through his innovative patent related to synthetic-to-realistic image conversion.
Latest Patents
Brett holds 1 patent for his work titled "Synthetic-to-realistic image conversion using generative adversarial network (GAN) or other machine learning model." This method involves obtaining training data with first image pairs, where each pair consists of a first training image and a corresponding ground truth image. The process includes training a machine learning model to generate realistic images using these first image pairs. Additionally, the method incorporates further training with second image pairs, which may be less aligned or of lower quality than the first, enhancing the model's ability to produce realistic images.
Career Highlights
Brett is currently employed at Raytheon Company, where he applies his expertise in machine learning and image processing. His work at Raytheon has positioned him as a key player in advancing technology in this domain.
Collaborations
Brett collaborates with talented professionals, including his coworker Lauren E Turney, to drive innovation and develop cutting-edge solutions in image processing.
Conclusion
Brett N Appleton's contributions to synthetic-to-realistic image conversion highlight his role as an innovator in the field of machine learning. His work continues to influence advancements in image processing technology.