Mingming Xu

Title: Innovations of Mingming Xu in Human Pose Estimation

Introduction

Mingming Xu is a notable inventor based in Jiangsu, China. He has made significant contributions to the field of human pose estimation through his innovative methods. His work focuses on utilizing advanced signal processing techniques to enhance the accuracy of pose estimation.

Latest Patents

Mingming Xu holds a patent for a "Static human pose estimation method based on CSI signal angle of arrival estimation." This method involves estimating the signal angle of arrival in a sensing area from channel state information (CSI). The process constructs an image from the estimated angle, allowing for the estimation of human pose using a teacher-student network. The method includes several specific steps, such as collecting CSI signals at different heights and constructing two-dimensional AoA image features. The use of a MUSIC algorithm converts CSI information into one-dimensional AoA data, which is then combined into a two-dimensional image. An environmental denoise algorithm is also designed to enhance the accuracy of the estimation.

Career Highlights

Mingming Xu is affiliated with Nanjing University of Posts and Telecommunications, where he continues to advance his research in signal processing and human pose estimation. His innovative approach has garnered attention in the academic community and has potential applications in various fields, including robotics and human-computer interaction.

Collaborations

Mingming Xu has collaborated with notable colleagues such as Fu Xiao and Zhengxin Guo. Their combined expertise contributes to the advancement of research in the field of telecommunications and signal processing.

Conclusion

Mingming Xu's contributions to the field of human pose estimation demonstrate the potential of innovative methods in enhancing technology. His work not only advances academic research but also paves the way for practical applications in various industries.