Ning Yu

Title: Ning Yu: Innovator in Digital Image Processing

Introduction

Ning Yu is a prominent inventor based in College Park, MD (US), known for his contributions to digital image processing. He holds 2 patents that showcase his innovative approach to utilizing neural networks for image texture interpolation and defect identification.

Latest Patents

One of Ning Yu's latest patents is titled "Texture interpolation using neural networks." This method involves training a global encoder network to generate global latent vectors from training texture images. It also includes training a local encoder network to produce local latent tensors based on the same training images. The process further entails interpolating between the global latent vectors and local latent tensors associated with each set of training images. Additionally, a decoder network is trained to reconstruct the training texture images and generate an interpolated texture based on the interpolated vectors and tensors. The training is guided by minimizing loss functions related to both the reconstructions and the interpolated texture.

Another significant patent is "Digital image defect identification and correction." This patent describes techniques for identifying and correcting defects in digital images using machine learning. The process involves generating defect type scores through various identification models for different defect types. Based on these scores, the system determines if a defect exists in the digital image and generates a correction for the identified defect, outputting the corrected image.

Career Highlights

Ning Yu is currently employed at Adobe, Inc., where he applies his expertise in digital image processing. His work at Adobe has allowed him to push the boundaries of what is possible in image technology, contributing to advancements that benefit a wide range of applications.

Collaborations

Ning collaborates with talented individuals such as Connelly Barnes and Sohrab Amirghodsi, who contribute to the innovative environment at Adobe. Their teamwork fosters creativity and drives the development of cutting-edge solutions in digital imaging.

Conclusion

Ning Yu's work in digital image processing exemplifies the power of innovation in technology. His patents reflect a commitment to enhancing image quality and correcting defects, making significant strides in the field.