Tobias Hinz

Title: Innovations by Tobias Hinz

Introduction

Tobias Hinz is an accomplished inventor based in Campbell, California. He has made significant contributions to the field of image processing through his innovative patents. His work primarily focuses on developing advanced systems and methods that enhance image generation and editing.

Latest Patents

Tobias Hinz holds two notable patents. The first patent is titled "Multimodal diffusion models," which describes systems and methods for image processing. This invention involves obtaining a noise image and guidance information to generate an image. A diffusion model is utilized to create an intermediate noise prediction based on the noise image. The process includes generating noise modulation parameters through a conditioning network, which are then combined to produce a modified intermediate noise prediction. Ultimately, the diffusion model generates an image that depicts a scene based on the guidance information.

The second patent is focused on "Multi-modal image editing." This system and method involve identifying an image, a prompt for adding an element to the image, and a mask indicating a specific region for depicting that element. The system generates a partially noisy image map that incorporates noise in the designated region while retaining image features from another region. A diffusion model is then employed to create a composite image map that includes the target element in the specified area.

Career Highlights

Tobias Hinz is currently employed at Adobe, Inc., where he continues to push the boundaries of image processing technology. His work at Adobe has allowed him to collaborate with other talented professionals in the field, further enhancing his contributions to innovation.

Collaborations

Some of his notable coworkers include Zhifei Zhang and Shaoan Xie. Their collaborative efforts have played a crucial role in advancing the projects they work on together.

Conclusion

Tobias Hinz is a prominent inventor whose work in image processing has led to significant advancements in the field. His innovative patents reflect his dedication to enhancing image generation and editing technologies.