Michael Milne

Title: Michael Milne - Innovator in Machine Learning and Image Processing

Introduction

Michael Milne is a prominent inventor based in San Mateo, California. He has made significant contributions to the field of image processing through his innovative patent. His work focuses on enhancing photo relighting using advanced machine learning models.

Latest Patents

Milne holds a patent for "Enhanced photo relighting based on machine learning models." This patent describes an apparatus and methods related to applying lighting models to images of objects. The method involves applying a geometry model to an input image to determine a surface orientation map, which indicates the distribution of lighting on an object based on its surface geometry. Additionally, it includes applying an environmental light estimation model to ascertain the direction of synthetic lighting to be applied to the input image. The process further involves using a light energy model to determine a quotient image that indicates the amount of light energy to be applied to each pixel of the input image. Ultimately, the method enhances a portion of the input image based on the quotient image. One or more neural networks can be trained to perform these aspects effectively.

Career Highlights

Michael Milne is currently associated with Google Inc., where he continues to push the boundaries of technology and innovation. His work has garnered attention for its potential applications in various fields, including photography and computer graphics.

Collaborations

Milne has collaborated with notable colleagues such as Sean Ryan, Francesco Fanello, and Yun-Ta Tsai. These collaborations have contributed to the advancement of his research and the development of innovative solutions in image processing.

Conclusion

Michael Milne's contributions to machine learning and image processing exemplify the impact of innovation in technology. His patent on enhanced photo relighting showcases the intersection of creativity and technical expertise.