Sameh Khamis

Title: Sameh Khamis: Innovator in 3D Object Generation

Introduction

Sameh Khamis is a prominent inventor based in Oakland, CA, known for his contributions to the field of 3D object generation. With a total of four patents to his name, Khamis has made significant strides in utilizing neural networks for innovative applications in 3D modeling.

Latest Patents

Khamis's latest patents include "Text-driven 3D object stylization using neural networks." This invention addresses the challenges faced by users lacking the skills for content creation by combining style transfer networks with generative networks. The system allows users to generate 3D object models based on textual input, enabling the modification of textures and geometric features of the objects. Another notable patent is "Hybrid differentiable rendering for light transport simulation systems and applications." This patent involves a machine learning model that disentangles 3D geometry, lighting, and material information from input data. The model can project the geometry of 3D models onto an image plane, facilitating applications such as image editing and synthetic data generation.

Career Highlights

Sameh Khamis is currently employed at Nvidia Corporation, where he continues to push the boundaries of technology in 3D modeling and rendering. His work at Nvidia has positioned him as a key player in the advancement of machine learning applications in graphics.

Collaborations

Khamis has collaborated with notable colleagues, including Sanja Fidler and Jun Gao, contributing to the innovative projects at Nvidia Corporation.

Conclusion

Sameh Khamis is a leading inventor whose work in 3D object generation and machine learning has the potential to revolutionize the field. His patents reflect a commitment to enhancing user experience in content creation through advanced technology.