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
Education/Academic qualification
Bachelor of Engineering, Wuhan University
Master of Engineering, Wuhan University
Doctor of Engineering, Wuhan University
Fingerprint
Dive into the research topics where Min Zhang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
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
297 Citations (Scopus) -
DAFDM: A Discerning Deep Learning Model for Active Fire Detection Based on Landsat-8 Imagery
Gao, X., Shi, W. (Corresponding Author), Zhang, M. (Corresponding Author) & Wang, L., 25 Feb 2025, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, p. 7982-8000 19 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access3 Citations (Scopus) -
Advances and Challenges in Deep Learning-Based Change Detection for Remote Sensing Images: A Review through Various Learning Paradigms
Wang, L., Zhang, M., Gao, X. & Shi, W., Mar 2024, In: Remote Sensing. 16, 5, 804.Research output: Journal article publication › Review article › Academic research › peer-review
Open Access44 Citations (Scopus) -
An Efficient Graph Convolutional RVFL Network for Hyperspectral Image Classification
Zhang, Z., Cai, Y., Liu, X., Zhang, M. & Meng, Y., Jan 2024, In: Remote Sensing. 16, 1, 37.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access5 Citations (Scopus) -
CDasXORNet: Change detection of buildings from bi-temporal remote sensing images as an XOR problem
Chen, S., Shi, W., Zhou, M., Zhang, M., Yu, Y., Sun, Y., Guan, L. & Li, S., Jun 2024, In: International Journal of Applied Earth Observation and Geoinformation. 130, 103836.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access8 Citations (Scopus)
Prizes
-
ETNet Smart Living Partnership Awards 2022
Shi, W. Z. (Recipient), Zhang, M. (Recipient), Zhang, A. (Recipient) & Sun, Y. (Recipient), 27 Feb 2023
Prize: Prize (research)
-
Faculty Award for Outstanding Achievement in Knowledge Transfer: Society (Team Award)
Shi, W. (Recipient), Zhang, M. (Recipient) & Zhang, A. (Recipient), 2021
Prize: Prize (research)
-
First Prize for the Science and Technology Progress Award in Surveying and Mapping
Cai, C. (Recipient), Shi, W. (Recipient), Xu, Z. (Recipient), Xuan, Z. (Recipient), Zhang, K. (Recipient), Zhang, M. (Recipient), Lv, Y. (Recipient), Liu, F. (Recipient), Wang, M. (Recipient), Xiao, X. (Recipient), Chen, S. (Recipient), Qian, L. (Recipient), Sun, Y. (Recipient), Peng, W. (Recipient) & Guo, X. (Recipient), Sept 2023
Prize: Prize (research)
-
Gold Medal at the 48th International Exhibition of Inventions of Geneva
Shi, W. Z. (Recipient), Tong, C. (Recipient), Shi, Z. (Recipient), Zhang, A. (Recipient), Zhang, M. (Recipient), Sun, Y. (Recipient), Pu, Z. (Recipient), Liu, Y. (Recipient), Yang, D. (Recipient) & Bai, C. (Recipient), 28 Apr 2023
Prize: Prize (research)
-
Gold Medal in 48th Geneva International Exhibition of Inventions
Shi, W. Z. (Recipient), Zhang, A. (Recipient), Zhang, M. (Recipient) & Sun, Y. (Recipient), 28 Apr 2023
Prize: Prize (research)
File