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Years Active: 2025
Title: Innovations by Tian Zheng in 3D Data Processing
Introduction
Tian Zheng is a notable inventor based in Beijing, China. He has made significant contributions to the field of three-dimensional data processing, holding 2 patents that showcase his innovative approaches. His work focuses on enhancing the processing and understanding of 3D point cloud data and light fields.
Latest Patents
Tian Zheng's latest patents include a "Three-dimensional point cloud data processing method and device based on incremental sparse three-dimensional convolution." This method involves a computer device that processes 3D point cloud data to form a training set. The 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 significant 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
Tian Zheng has worked with prestigious organizations, including 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 3D data processing.
Collaborations
Tian has collaborated with notable colleagues such as Lu Fang and Leyao Liu. Their combined expertise has contributed to the advancement of technologies in the field of 3D data processing.
Conclusion
Tian Zheng's contributions to the field of 3D data processing through his innovative patents demonstrate his commitment to advancing technology. His work continues to influence the way we understand and process three-dimensional data.
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