Yuzhou Zhou

Hello! I am Yuzhou. Welcome!

I am currently a DPhil Student (10.2022- ) at Department of Computer Science, University of Oxford, supervised by Prof. Niki Trigoni and Prof. Andrew Markham. My doctoral study is generously funded by Clarendon Fund Scholarship and China Oxford Scholarship.

Previously, I earned my Master's degree in Photogrammetry and Remote Sensing at Wuhan University, where the most splendid campus in China lies, supervised by Prof. Bisheng Yang and Prof. Zhen Dong.

My research interest is in 3D computer vision, specifically in 3D scene understanding and point cloud analysis.

For any suggestions or questions, reach out to me at yuzhou.zhou@cs.ox.ac.uk.

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Street-view Imagery Guided Street Furniture Inventory from Mobile Laser Scanning Point Clouds

Yuzhou Zhou, Xu Han, Bo Yang, Zhen Dong, Bisheng Yang
ISPRS Journal of Photogrammetry and Remote Sensing (IF: 11.774)
Key words: instance segmentation, image-point fusion, HD map, 3D transportation analysis

Highway Alignments Extraction and 3D Modeling from Airborne Laser Scanning Point Clouds

Yuzhou Zhou, Ronggang Huang, Tengping Jiang, Zhen Dong, Bisheng Yang
International Journal of Applied Earth Observation and Geoinformation (IF: 7.672)
Key words: point cloud segmentation, highway feature extraction, energy function

Automated Semantics and Topology Representation of Residential-Building Space Using Floor-Plan Raster Maps

Bisheng Yang, Tengping Jiang, Weitong Wu, Yuzhou Zhou, Lei Dai
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IF: 4.715)
Key words: floor plan, semantics and topology representation, deep learning, indoor modeling

Evaluation of Tunnel Excavation Combining Terrestrial Laser Scanning Point Clouds and Design Models

Yuzhou Zhou, Zhen Dong, Peiling Tong, Bisheng Yang
The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (EI)
Key words: tunnel 3D modeling, model comparison, feature point extraction and completion
Presented in ISPRS Congress 2021 in Nice, France]

Bilevel Convolutional Neural Networks for 3D Semantic Segmentation Using Large-scale LiDAR Point Clouds in Complex Environments

Tengping Jiang, Bisheng Yang, Yuzhou Zhou, Runsong Zhu, Zongtian Hu, Zhen Dong
Geomatics and Information Science of Wuhan University (EI)
Key words: point cloud semantic segmentation, bilevel neural network

[2022.10- ] DPhil in Computer Science

Supervised by Prof. Niki Trigoni and Prof. Andrew Markham
Department of Computer Science
Jesus College, University of Oxford
Awarded Clarendon Fund Scholarship and China Oxford Scholarship

[2019.09-2022.06] M.S. in Photogrammetry and Remote Sensing

Supervised by Prof. Bisheng Yang and Prof. Zhen Dong
GPA: 89.0/100.0
State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University
Awarded National Scholarship for Postgraduates (Top 2%, Ranking 1/300)

[2015.09-2019.06] B.E. in Geodesy and Geomatics Engineering

GPA: 3.88/4.00 (2/302)
School of Geodesy and Geomatics, Wuhan University
Awarded Outstanding Student Scholarship (Top 1%), Outstanding Graduate of Wuhan University (Top 5%)

[2020.06-2020.09] Hesai Technology

Algorithm Engineer for Localization and HD Mapping
Automated OpenDRIVE HD map creation, roadside LiDAR object detection, V2X.

[2019.07-2019.08] Sichuan Department of Transportation (DOT)

Software Engineer for Point Cloud Processing
Highway point cloud semantic segmentation software development based on CloudCompare.

[2018.07-2018.09] JD (Jingdong) Logistics

Software Engineer for GIS Applications
Geo-coding and geo-fencing API development.

[2023.01-2023.03] Artificial Intelligence

Hilary Term 2023, Department of Computer Science, University of Oxford

Big thanks for the brilliant photographer and the great template.