Shuo Xu

Title: Shuo Xu: Innovator in Tunnel Dome Light Detection

Introduction

Shuo Xu is a prominent inventor based in Nanchang, China. He has made significant contributions to the field of fault detection methods, particularly in the context of tunnel dome lights. His innovative approach utilizes advanced neural network techniques to enhance the reliability of tunnel lighting systems.

Latest Patents

Shuo Xu holds a patent for a "Fault detection method and system for tunnel dome lights based on improved localization loss function." This patent describes a method that includes constructing a dataset of tunnel dome light detection images and acquiring a YOLO v5s neural network based on an improved localization loss function. The trained YOLO v5s neural network is capable of accurately detecting the position coordinates of luminous dome lights and determining whether a fault occurs in the tunnel dome lights.

Career Highlights

Shuo Xu is affiliated with East China Jiaotong University, where he contributes to research and development in innovative technologies. His work focuses on improving the safety and functionality of tunnel lighting systems through advanced detection methods.

Collaborations

Shuo Xu collaborates with notable colleagues, including Gang Yang and Cailing Tang. Their combined expertise enhances the research output and innovation potential within their projects.

Conclusion

Shuo Xu's contributions to the field of fault detection in tunnel dome lights exemplify the impact of innovative thinking in engineering. His work not only advances technology but also improves safety in tunnel environments.