Lewis Bridgeman

Title: Lewis Bridgeman: Innovator in Deep Learning for Appearance Capture

Introduction

Lewis Bridgeman is a notable inventor based in Guildford, GB. He has made significant contributions to the field of deep learning, particularly in the area of appearance capture under ambient lighting conditions. His innovative approach utilizes advanced neural network models to enhance the accuracy and quality of object imaging.

Latest Patents

Bridgeman holds a patent for a method titled "Appearance capture under ambient lighting conditions using a deep-learning neural network model." This patent describes a process that involves receiving multiple object images from different view directions. The method includes determining a mesh corresponding to the target region of the object surface based on a subset of these images. Additionally, it involves creating diffuse and specular maps using a deep learning neural network model trained to estimate albedo components. The method also entails generating a tangent normal map through high-pass filtering of the object images. Ultimately, the results, including the mesh and various maps, are stored or outputted for further use.

Career Highlights

Bridgeman's career is marked by his dedication to advancing technology in image processing and deep learning. His work has implications for various applications, including computer graphics and virtual reality. He is currently associated with Lumirithmic Limited, where he continues to innovate and develop cutting-edge solutions.

Collaborations

Bridgeman collaborates with talented individuals in his field, including Abhijeet Ghosh and Gaurav Chawla. Their combined expertise contributes to the success of their projects and the advancement of technology in appearance capture.

Conclusion

Lewis Bridgeman is a pioneering inventor whose work in deep learning and appearance capture is shaping the future of imaging technology. His contributions are significant and continue to influence the industry.