Eric D Young

Title: Eric D Young: Innovator in Structured Low-Rank Matrix Factorization

Introduction

Eric D Young is a prominent inventor based in Baltimore, MD (US). He has made significant contributions to the field of data processing through his innovative patent. His work focuses on structured low-rank matrix factorization, which has applications in various domains, including image processing.

Latest Patents

Eric D Young holds a patent titled "System and method for structured low-rank matrix factorization: optimality, algorithm, and applications to image processing." This invention provides a system and method for structured low-rank matrix factorization of data. The system and method involve solving an optimization problem that is not convex, but theoretical results show that a rank-deficient local minimum gives a global minimum. Additionally, the optimization strategy is highly parallelizable and can be performed using a reduced set of variables. This invention can be applied to many large-scale problems, with examples in biomedical video segmentation and hyperspectral compressed recovery. He has 1 patent to his name.

Career Highlights

Eric D Young is affiliated with The Johns Hopkins University, where he continues to advance research in his field. His work has garnered attention for its practical applications and theoretical advancements in matrix factorization techniques.

Collaborations

Eric has collaborated with notable colleagues, including Rene Vidal and Benjamin D Haeffele, contributing to the advancement of research in structured low-rank matrix factorization.

Conclusion

Eric D Young is a key figure in the field of structured low-rank matrix factorization, with a focus on optimizing data processing techniques. His contributions have the potential to impact various industries, particularly in image processing applications.