This inventor holds 2 USPTO granted patents and 2 published patent applications. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Guolin Ke: Innovator in Image Processing Technologies
Introduction
Guolin Ke is a prominent inventor based in Redmond, WA, known for his contributions to image processing technologies. He has been awarded 2 patents that showcase his innovative approaches to image rescaling and super-resolution reconstructing. His work is instrumental in enhancing the quality of images through advanced neural network techniques.
Latest Patents
One of Guolin Ke's latest patents focuses on image rescaling. This solution proposes a method for generating an output image of a second resolution from an input image of a first resolution using a trained invertible neural network. The process allows for the downscaling of an original image into a visually-pleasing low-resolution image while maintaining its semantics. Additionally, it enables the reconstruction of a high-resolution image from a low-resolution counterpart.
Another significant patent by Guolin Ke addresses super-resolution image reconstructing. This invention involves training an invertible neural network to generate an intermediate image with a lower resolution from an input image. Subsequently, it produces a high-resolution output image based on the input and high-frequency information. This method effectively processes low-resolution images, resulting in high-quality, high-resolution outputs.
Career Highlights
Guolin Ke is currently associated with Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in the field of image processing. His expertise in neural networks and image enhancement technologies has positioned him as a key contributor to advancements in this area.
Collaborations
Guolin Ke collaborates with Shuxin Zheng, working together to push the boundaries of image processing technologies. Their combined efforts contribute to the development of cutting-edge solutions that address complex challenges in image quality enhancement.
Conclusion
Guolin Ke's work in image processing exemplifies the impact of innovative technologies on visual media. His patents reflect a commitment to improving image quality through advanced neural network applications. As he continues to develop new solutions, his contributions will undoubtedly shape the future of image processing.