Company Filing History:
Years Active: 2015
Title: The Innovative Contributions of Lihui Chen in Computer Vision
Introduction: Lihui Chen, based in Thornhill, CA, is a notable inventor recognized for her contributions to the field of computer vision. With a total of two patents to her name, she has made significant advancements that facilitate the training of object detection systems, benefiting users with limited technical knowledge.
Latest Patents: Chen's latest patents focus on enhancing the efficiency of computer vision applications. The first patent describes a method and apparatus for improved training of object detecting systems. This innovative solution automates dataset acquisition and labeling processes, allowing users to create reliable vision systems without requiring extensive image processing and pattern recognition expertise. By utilizing computer rendering of CAD models, her invention streamlines the data preparation while ensuring high-quality outputs through the generation of multiple processed samples from minimal seed images.
The second patent introduces a method of automatically training a classifier hierarchy through dynamic grouping of training samples. Initially, all training samples are grouped together, but as the training progresses, a clustering process is applied within the feature space of selected vectors. This process efficiently splits the training samples into smaller groups based on their similarity, optimizing the training workflow.
Career Highlights: Lihui Chen is an inventor associated with Seiko Epson Corporation, where her work has contributed to the advancement of technology in the field of computer vision. Her ability to merge practicality with innovation highlights her skill in addressing complex problems with effective solutions.
Collaborations: During her tenure, Chen has collaborated with esteemed colleagues such as Yang Yang and Yury Yakubovich. These partnerships have fostered a dynamic environment for innovation, enabling the exploration of novel solutions within their respective technologies.
Conclusion: Lihui Chen exemplifies the spirit of innovation in the technology sector. Through her patents and collaborative efforts, she has made substantial contributions to computer vision. As her work continues to evolve, it is evident that her impact on the field will resonate for years to come.