Research output per year
Research output per year
Personal profile
Biography
Dr. Zhang’s research interests include deep learning, artificial intelligence, remote sensing, change detection, object recognition, and spatial data quality. He has developed a series of deep learning algorithms for remote sensing object extraction (e.g., building, landslide, boulder etc.) and change detection, and such algorithms are integrated into a software that has been applied to multiple departments, including Civil Engineering and Development Department in Hong Kong, Zhejiang Geographic Information Center, Jiangsu Academy of Surveying and Mapping Engineering, and Beijing Institute of Surveying and Mapping in China.
Research interests
- Deep learning
- Explainable artificial intelligence
- Remote sensing image processing
- Change detection
- 2D & 3D spatial data quality
- Web/Mobile GIS
Teaching
Principle of GIS
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Bachelor of Engineering, Wuhan University
Master of Engineering, Wuhan University
Doctor of Engineering, Wuhan University
Fingerprint
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Collaborations and top research areas from the last five years
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Research output
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A Feature Difference Convolutional Neural Network-Based Change Detection Method
Zhang, M. & Shi, W., Oct 2020, In: IEEE Transactions on Geoscience and Remote Sensing. 58, 10, p. 7232-7246 15 p., 9052762.Research output: Journal article publication › Journal article › Academic research › peer-review
122 Citations (Scopus) -
A multilevel stratified spatial sampling approach based on terrain knowledge for the quality assessment of OpenStreetMap dataset in Hong Kong
Liu, Y., Shi, W., Zhang, H. & Zhang, M., Feb 2023, In: Transactions in GIS. 27, 1, p. 290-318 29 p.Research output: Journal article publication › Journal article › Academic research › peer-review
1 Citation (Scopus) -
FR-weighted GeoDetector for landslide susceptibility and driving factors analysis
Peng, L., Sun, Y., Zhan, Z., Shi, W. & Zhang, M., Apr 2023, In: Geomatics, Natural Hazards and Risk. 14, 1, 2205001.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Landslide Mapping Using Multilevel-Feature-Enhancement Change Detection Network
Wang, L., Zhang, M., Shen, X. & Shi, W., Feb 2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 16, p. 3599-3610 12 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access1 Citation (Scopus) -
A cnn-based change detection method for squatter structure recognition from aerial images and dsm
Zhang, M., Li, W. & Shi, W., 17 May 2022, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 5, 3, p. 289-295 7 p.Research output: Journal article publication › Conference article › Academic research › peer-review
Open Access
Prizes
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ETNet Smart Living Partnership Awards 2022
Shi, Wenzhong (Recipient), Zhang, Min (Recipient), Zhang, Anshu (Recipient) & Sun, Yangjie (Recipient), 27 Feb 2023
Prize: Prize (research)
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Gold Medal at the 48th International Exhibition of Inventions of Geneva
Shi, Wenzhong (Recipient), Tong, Chengzhuo (Recipient), Shi, Zhicheng (Recipient), Zhang, Anshu (Recipient), Zhang, Min (Recipient), Sun, Yangjie (Recipient), Pu, Zeyu (Recipient), Liu, Yijia (Recipient), Yang, Daping (Recipient) & Bai, Chenrui (Recipient), 28 Apr 2023
Prize: Prize (research)
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Gold Medal in 48th Geneva International Exhibition of Inventions
Shi, Wenzhong (Recipient), Zhang, Anshu (Recipient), Zhang, Min (Recipient) & Sun, Yangjie (Recipient), 28 Apr 2023
Prize: Prize (research)
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