Company Filing History:
Years Active: 2020-2022
Title: Yulun Zhang: Innovator in Image Processing Technologies
Introduction
Yulun Zhang is a prominent inventor based in Somerville, MA (US), known for his contributions to image processing technologies. He holds a total of 4 patents, showcasing his innovative approach to enhancing image quality and style transfer.
Latest Patents
One of his latest patents is titled "Texture hallucination for large-scale image super-resolution." This patent describes systems and methods for texture hallucination with a large upscaling factor. The process involves receiving an input image and a reference image, extracting an upscaled feature map from the input image, and matching it to a portion of the reference image, which has a higher resolution. The method concatenates the upscaled feature map with a reference feature map to produce a concatenated feature map, ultimately generating a reconstructed image using a machine learning model trained with texture and degradation losses.
Another significant patent is "Hierarchical scale matching and patch estimation for image style transfer with arbitrary resolution." This invention allows for the transfer of a style from one digital image to another of arbitrary resolution. The high-resolution content image is segmented into low-resolution patches, and the style image is matched to the resolution of these patches. Style transfer is performed on a patch-by-patch basis, repeated at increasing resolutions to ensure visually pleasing results with good spatial consistency.
Career Highlights
Yulun Zhang has worked with notable companies such as Adobe, Inc., where he has contributed to advancements in image processing technologies. His work has significantly impacted the field, leading to innovative solutions that enhance image quality and style transfer capabilities.
Collaborations
Throughout his career, Yulun has collaborated with talented individuals, including Zhaowen Wang and Chen Fang. These collaborations have fostered a creative environment that has led to groundbreaking advancements in image processing.
Conclusion
Yulun Zhang's innovative work in image processing technologies has made a significant impact on the field. His patents reflect a deep understanding of image enhancement and style transfer, showcasing his role as a leading inventor in this domain.