cv
General Information
| Full Name | Yuwei Cao |
| Languages | Chinese, English |
Education
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2019 - 2023 Ph.D.
Politecnico di Milano - Explainable 3D deep learning networks
- unsupervised learning, transfer learning, and weakly supervised learning methods for architectural cultural heritage building's understanding
- Integration of point clouds from 360 degrees videos and deep learning techniques for rapid documentation and classification in historical city centres.
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2016 - 2019 M.Sc.
Nanjing Normal University -
2012 - 2016 B.Sc.
Yunan Normal University
Academic Interests
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Remote Sensing.
- Satellite Imagery processing and understanding.
- LiDAR data acquisition, processing, and understanding.
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Deep Learning.
- Geospatial data generation and understanding.
- Transfer learning, weakly-supervised learning, self-supervised learning.
- Photogrammetry.
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Forest Monitorning.
- Tree species & composition estimation.
- Individual tree attributes/forest structure estimation.