Ruei-Sung Lin

Title: Innovations of Ruei-Sung Lin

Introduction

Ruei-Sung Lin is an accomplished inventor based in Urbana, IL (US). He has made significant contributions to the field of visual tracking technology, holding a total of 3 patents. His work focuses on enhancing the accuracy and efficiency of object tracking in motion video.

Latest Patents

One of his latest patents is titled "Visual tracking using incremental fisher discriminant analysis." This innovation formulates visual tracking over a sequence of images by defining an object class and one or more background classes. The method utilizes the most discriminant features available in the images to select portions that belong to the object class. Fisher's linear discriminant method is employed to project high-dimensional image data onto a lower-dimensional space, allowing for effective classification. The projection function is incrementally updated to improve tracking accuracy.

Another notable patent is "Adaptive probabilistic visual tracking with incremental subspace update." This system and method provide adaptive probabilistic tracking of an object within motion video. It utilizes a time-varying Eigenbasis and dynamic observation and inference models. The Eigenbasis serves as a model of the target object, while the dynamic model represents the object's motion and defines possible locations based on previous observations. The observation model measures the distance of an observation relative to the current Eigenbasis, and the inference model predicts the most likely location of the object based on past and present data. This method is effective with or without training samples, and its effectiveness is demonstrated through simulation.

Career Highlights

Ruei-Sung Lin is currently employed at Honda Motor Co., Ltd., where he continues to innovate in the field of visual tracking technology. His work has contributed to advancements in various applications, enhancing the capabilities of motion detection systems.

Collaborations

Throughout his career, Ruei-Sung Lin has collaborated with notable colleagues, including Ming-Hsuan Yang and Jongwoo Lim. These collaborations have fostered a productive environment for innovation and research.

Conclusion

Ruei-Sung Lin's contributions to visual tracking technology through his patents and work at Honda Motor Co., Ltd. highlight his expertise and commitment to advancing the field. His innovative approaches continue to influence the development of more effective tracking systems.