Xiaochen Lian

Title: Innovations by Inventor Xiaochen Lian

Introduction

Xiaochen Lian is a prominent inventor based in Los Angeles, CA. He has made significant contributions to the field of positioning technologies, holding a total of 3 patents. His work focuses on optimizing positioning models and enhancing segmentation techniques.

Latest Patents

Xiaochen Lian's latest patents include a positioning model optimization method, a positioning method, and a positioning device. The positioning model optimization method involves inputting a positioning model for a scene, which includes a three-dimensional (3D) point cloud and multiple descriptors corresponding to each 3D point. The method calculates the significance of each 3D point and outputs the optimized positioning model for the scene if the significance exceeds a predetermined threshold. Additionally, he has developed techniques for dual-level semantic segmentation, where data is input to a first segmentation network, and the output is used to crop and analyze specific regions of an image captured at nighttime.

Career Highlights

Throughout his career, Xiaochen Lian has worked with notable companies such as Lemon Inc. and Bytedance Inc. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects in the tech industry.

Collaborations

Xiaochen has collaborated with talented individuals like Peng Wang and Xueqing Deng. Their teamwork has fostered an environment of creativity and innovation, leading to advancements in their respective fields.

Conclusion

Xiaochen Lian's contributions to positioning technologies and semantic segmentation highlight his innovative spirit and dedication to advancing technology. His patents and collaborations reflect his commitment to excellence in the field.