Leyao Liu

Title: Leyao Liu: Innovator in 3D Point Cloud Data Processing

Introduction

Leyao Liu is a prominent inventor based in Beijing, China. He has made significant contributions to the field of 3D data processing, holding 2 patents that showcase his innovative approach to technology. His work focuses on enhancing the capabilities of 3D point cloud data processing and real-time light field reconstruction.

Latest Patents

Leyao Liu's latest patents include a "Three-dimensional point cloud data processing method and device based on incremental sparse three-dimensional convolution." This method involves obtaining 3D point cloud data and forming a training set for processing. The computer device constructs and trains a sparse 3D convolutional network model, which is then used to process real-time 3D point cloud data for various applications, including 3D semantic segmentation and target detection.

Another notable patent is the "Intelligent understanding system for real-time reconstruction of large-scale scene light field." This invention includes a data obtaining module that captures a 3D instance depth map and constructs a real-time light field reconstruction network model. The model extracts features from 3D voxels and provides semantic and instance segmentation results, enhancing the understanding of large-scale scenes.

Career Highlights

Leyao Liu has worked with esteemed organizations such as Tsinghua University and Guangdong Oppo Mobile Telecommunications Corp., Ltd. His experience in these institutions has allowed him to develop and refine his innovative ideas in the realm of 3D data processing.

Collaborations

Throughout his career, Leyao Liu has collaborated with notable colleagues, including Lu Fang and Tian Zheng. These partnerships have contributed to the advancement of his research and the successful development of his patents.

Conclusion

Leyao Liu is a distinguished inventor whose work in 3D point cloud data processing and light field reconstruction has made a significant impact in the field. His innovative patents and collaborations reflect his dedication to advancing technology and enhancing data processing capabilities.