Mark A Meyer

Title: Mark A Meyer: Innovator in Adaptive Sampling Using Deep Learning

Introduction

Mark A Meyer is a notable inventor based in Davis, CA (US). He has made significant contributions to the field of rendering technology through his innovative patent. His work focuses on enhancing the efficiency of rendering processes using advanced machine learning techniques.

Latest Patents

Mark A Meyer holds a patent for "Adaptive sampling using deep learning." This patent outlines techniques for adaptive sampling in rendering pipelines. The process involves receiving a plurality of rendered pixel data at a sampler, which incorporates a first machine learning (ML) model. The invention generates a sampling map for the rendering pipeline by predicting pixel values based on a distribution of pixel values. Ultimately, it enables the rendering of images using the sampler, the sampling map, and a denoiser.

Career Highlights

Mark A Meyer is currently employed at Disney Enterprises, Inc., where he applies his expertise in machine learning and rendering technologies. His innovative approach has positioned him as a key contributor to advancements in the field.

Collaborations

Throughout his career, Mark has collaborated with talented individuals such as Marios Papas and Gerhard Röthlin. These collaborations have further enriched his work and contributed to the development of cutting-edge technologies.

Conclusion

Mark A Meyer is a pioneering inventor whose work in adaptive sampling using deep learning has the potential to transform rendering processes. His contributions to the field are noteworthy and reflect his commitment to innovation.