Milos Hasan

Title: Milos Hasan: Innovator in Neural Networks and Material Rendering

Introduction

Milos Hasan is a prominent inventor based in Oakland, CA, known for his significant contributions to the field of neural networks and material rendering. With a total of 13 patents to his name, he has made remarkable advancements in technology that enhance the visualization of textured materials on curved surfaces.

Latest Patents

One of Milos Hasan's latest patents involves the use of neural networks to render textured materials on curved surfaces. This innovative scene modeling system accesses a three-dimensional (3D) scene that includes a 3D object. The system applies a silhouette bidirectional texture function (SBTF) model to the 3D object, generating an output image of a textured material rendered as a surface of the object. The process includes determining a bounding geometry for the surface and calculating pixel values based on this geometry. The output image is then displayed via a user interface, showcasing the determined pixel values.

Another notable patent focuses on target-augmented material maps. This technology relates to rendering images using these maps, where a graphics imaging application is loaded with a scene and an input material map, along with a file for a target image. The application accesses a stored material generation prior based on a pre-trained generative adversarial network (GAN). The input material appearance is encoded to produce a projected latent vector, which is optimized to create a material map that enhances the scene with a realistic target material appearance.

Career Highlights

Milos Hasan has worked with renowned organizations such as Adobe, Inc. and the University of California. His experience in these institutions has allowed him to collaborate on cutting-edge projects that push the boundaries of technology in graphics and rendering.

Collaborations

Throughout his career, Milos has collaborated with talented individuals, including Kalyan Krishna Sunkavalli and Tamy Boubekeur. These partnerships have contributed to the development of innovative solutions in the field of material rendering and neural networks.

Conclusion

Milos Hasan's work in neural networks and material rendering has significantly impacted the technology landscape. His patents reflect a deep understanding of complex systems and a commitment to advancing the field. His contributions continue to inspire future innovations in graphics and visualization.