Di He

Title: Innovations of Di He in Image Processing

Introduction

Di He is an accomplished inventor based in Redmond, WA (US). He has made significant contributions to the field of image processing, particularly through his innovative use of neural networks. With a total of 2 patents, his work focuses on enhancing image quality and resolution.

Latest Patents

One of Di He's latest patents is related to image rescaling. This invention proposes a solution for image rescaling by obtaining an input image of a first resolution and generating an output image of a second resolution using a trained invertible neural network. The solution allows for downscaling an original image into a visually-pleasing low-resolution image while maintaining the same semantics. Additionally, it can reconstruct a high-resolution image of high quality from a low-resolution image.

Another notable patent by Di He is in the area of image super-resolution reconstructing. This solution involves obtaining an input image with a first resolution and training an invertible neural network to generate an intermediate image with a lower second resolution. The output image is then generated based on the input image and high-frequency information, resulting in a high-quality and high-resolution image from a low-resolution source.

Career Highlights

Di He is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of image processing. His work has been instrumental in advancing the capabilities of image enhancement technologies.

Collaborations

Di He collaborates with Shuxin Zheng, contributing to the development of cutting-edge solutions in image processing.

Conclusion

Di He's contributions to image processing through his innovative patents demonstrate his expertise and commitment to advancing technology in this field. His work continues to influence the way images are processed and enhanced, showcasing the potential of neural networks in practical applications.