Dr. Peng Zhi | Deep Learning | Best Researcher AwardΒ
Dr. Peng Zhi, Lanzhou University, China
Professional Profile:
Summary of Suitability for the Best Researcher Award
Peng Zhi is a strong candidate for the Best Researcher Award, given his innovative contributions to computer vision, deep learning, and autonomous driving. As a Ph.D. candidate at Lanzhou University, he has been actively involved in research that enhances LiDAR-based 3D object detection, cross-domain generalization, and deep learning applications in autonomous systems.
π Education
- Ph.D. in Computer Application Technology (2021 β Present)
Lanzhou University, Lanzhou, China - Masterβs in Computer System Architecture (2017 β 2020)
Lanzhou University, Lanzhou, China - Bachelorβs in Computer Science and Technology (2013 β 2017)
Lanzhou University, Lanzhou, China
πΌ Work Experience
- Ph.D. Candidate & Researcher (2021 β Present)
Lanzhou University, Lanzhou, China- Conducts advanced research in computer vision, deep learning, and autonomous driving
- Publishes in top-tier journals and conferences
- Develops LiDAR and camera fusion models for 3D object detection
π Achievements & Contributions
- Published Multiple Research Papers π in top journals and conferences, including Tsinghua Science and Technology, Electronic Research Archive, and IEEE ITSC
- Author of a Book on Self-Driving Vehicles π Theories and Practices of Self-Driving Vehicles (Elsevier, 2022)
- Developed DefDeN Model π€ A deformable denoising-based LiDAR and camera feature fusion model for 3D object detection
- Research on Autonomous Driving π Focused on boundary distribution estimation and cross-domain generalization for LiDAR-based 3D object detection
π Awards & Honors
- Best Paper Award π at an International Conference on Intelligent Transportation Systems (ITSC)
- Outstanding Researcher Award ποΈ at Lanzhou University for contributions to AI and autonomous driving
- National Scholarship π for academic excellence in computer science and AI research