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I am a frist-year PhD student in the LIESMARS, Wuhan University. My advisors are Prof. Zhen Dong and Prof. Bisheng Yang. Previously, I obtained my B.Eng degree at SGG of Wuhan University.

My research interest lies in the field of 3D Computer Vision, particularly including point cloud completion, scene understanding. Besides, I am conducting some researches related to intelligent transportation systems (ITS). If you are interested in my research, feel free to contact me at [email protected]!

I am a member of WHU-USI3DV, please check advancements on point cloud processing including enhancement, registration, localization, segmentation, detection, etc.

🔥 News

📝 Publications

* denotes equal contributions and † denotes the corresponding author.

ISPRS J
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Cross-modal semantic transfer for point cloud semantic segmentation

Zhen Cao*, Xiaoxin Mi*, Bo Qiu, Zhipeng Cao, Chen Long, Xinrui Yan, Chao Zheng, Zhen Dong†, Bisheng Yang

ISPRS J (IF: 10.6)

[Paper], [Code]

JAG 2024
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LaneMapping: A benchmark approach and dataset for large-scale lane mapping from MLS point clouds

Xiaoxin Mi, Zhen Dong, Zhipeng Cao, Bisheng Yang†, Zhen Cao, Chao Zheng, Jantien Stoter, Lianglinag Nan

JAG 2024 (IF: 7.6)

[Paper], [Code]

ECCV 2024
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Explicitly Guided Information Interaction Network for Cross-modal Point Cloud Completion

Hang Xu, Chen Long, Wenxiao Zhang†, Yuan Liu, Zhen Cao, Zhen Dong, Bisheng Yang

ECCV 2024 (CCF-B)

[Paper], [Code]

Information Fusion
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SparseDC: Depth Completion From Sparse and Non-uniform Inputs

Chen Long, Wenxiao Zhang, Zhe Chen, Haiping Wang, Yuan Liu, Peiling Tong, Zhen Cao, Zhen Dong†, Bisheng Yang

Information Fusion (IF: 18.6)

[Paper], [Code]

AAAI 2023
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KT-Net: Knowledge Transfer for Unpaired 3D Shape Completion

Zhen Cao*, WenXiao Zhang*, Xin Wen†, Zhen Dong, Yu-Shen Liu, Xiongwu Xiao, Bisheng Yang

AAAI 2023 (CCF-A)

[Paper], [Code]

🎖 Honors and Awards

  • 2021, Outstanding Graduate of Wuhan University (Top 5%)
  • 2020, Yong-Ling Chen Innovation & Learning Scholarship - First Class (Top 5%)
  • 2018 $&$ 2019, National Scholarship for Postgraduates (Top 3%)

📖 Education

  • 2024 - Now, LIESMARS, Wuhan University, Ph.D. in Photogrammetry and Remote Sensing
  • 2021 - 2024, LIESMARS, Wuhan University, M.S.(Trans. to Ph.D.) in Photogrammetry and Remote Sensing
  • 2017 - 2021, SGG, Wuhan University, B.S. in Photogrammetry and Remote Sensing