Education background

• Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Major in Cartography and GIS, Ph.D., 2003
• Postdoctoral fellow, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, 2003-2005,

Research Experience

From 2005 to now, she has been engaged in research and teaching at the School of Geographic Sciences, Nanjing Normal University, and from August 2012 to January 2013, she was a senior visiting scholar at The Ohio State University, USA.

Main research direction

         He is mainly engaged in research in the direction of remote sensing information processing and analysis based on artificial intelligence and its industry applications. He has proposed a series of new methods in remote sensing image processing and feature extraction, remote sensing image mining, high-resolution remote sensing image information extraction and target recognition, etc. He has proposed a technical framework and methodology system for remote sensing information extraction that combines deep learning and surface-line primitive correlation, and has developed a high-resolution remote sensing image analysis system with independent intellectual property rights. The results have been applied in the fields of waterway information management, coastal zone resource survey and remote sensing monitoring of reclamation projects, urban spatial information extraction and management, ecological environment monitoring, and military target identification.
Main enrollment direction: remote sensing image and video image processing and analysis based on machine learning and deep learning, remote sensing and video information processing software development and application.

Main enrollment directions

        Remote sensing image processing and analysis based on machine learning and deep learning; remote sensing information processing software development and application

Major Social Part-time

• Deputy Director of the Professional Committee of Remote Sensing and GIS, Jiangsu Geographical Society (2015.02.01-2018.12.31)
• Editorial Board Member of Remote Sensing Information (2022.07-)

Honors and Awards

• In 2007, the first Youth Geographic Science and Technology Award of Jiangsu Province;
• In 2008, the outstanding young backbone teachers of "Qinglan Project" in Jiangsu Province;
• In 2009, the Ministry of Education's "China Science and Technology Paper Online" excellent review expert;
• In 2013, Nanjing Normal University "Hundred Talents Program";
• In 2013, the Nanjing Normal University Postgraduate Teaching Achievement Special Award (ranked 2nd);
• In 2014, the “Qinglan Project” middle-aged and young academic leaders training program of Jiangsu Province;
• In 2014, Jiangsu Province Outstanding Youth Fund;
• In 2015, the twelfth batch of talent projects of "Six Talent Peaks" in Jiangsu Province.
• In 2018, the second prize of the Chinese Society of Surveying and Mapping for Scientific and Technological Progress in Surveying and Mapping. Award-winning project "Key technologies and applications of high-resolution remote sensing information analysis associated with surface-line primitives" (ranked first)
• In 2018, the third prize of Jiangsu Science and Technology Award. Award-winning project "Key technologies and applications of high-resolution remote sensing information analysis associated with surface-line primitives" (ranked first)
• In 2021, the first prize of outstanding graduation thesis for graduate students in surveying and mapping in universities in Jiangsu Province. Thesis title: "Suspected Illegal Roof Construction Discovery Combining Semantic Segmentation and Object-Oriented Change Detection", Jiangsu Society of Surveying, Mapping and Geoinformatics, Master Student: Liu Yang, Instructor: Wang Min

Recently published papers

• Tao, S., Yang, M., Wang, M., Yang, R., and Shen, Q. Small Object Change Detection in UAV Imagery via a Siamese Network Enhanced with Temporal Mutual Attention and Contextual Features: A Case Study Concerning Solar Water Heaters. ISPRS Journal of Photogrammetry and Remote Sensing, 2024,218, 352-267. (Corresponding author)
• Yang, M., Yang, R., Tao, S., Zhang, X., Wang, M.Unsupervised domain adaptive building semantic segmentation network by edge-enhanced contrastive learning. Neural Networks,2024, 179, 106581.(Corresponding author)
• Shen, Q., Tao, S., Yang, R., Zhang, X., Wang, M. (2024) BSCDNet: A building change detection network with category differentiation using a graph attention mechanism and multitask learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2024,17,15761-15776（Corresponding author）
• Qian Shen, Jiru Huang, Min Wang, Shikang Tao, Rui Yang,  Xin Zhang. Semantic Feature-Constrained Multitask Siamese Network for Building Change Detection in High-Spatial-Resolution Remote Sensing Imagery. ISPRS Journal of Photogrammetry and Remote Sensing. 2022,189:78-94.(Corresponding author)
• Jiru Huang, Qian Shen, Min Wang, and Mengyuan Yang, Multiple attention siamese network for high resolution image change detection, IEEE Transactions on Geoscience and Remote sensing, 2022, 60:1-16, (Corresponding author)
• Zheng Yalan; Yang Mengyuan; Wang Min; Qian Xiaojun; Yang Rui; Zhang Xin; Dong Wen. Semi-Supervised Adversarial Semantic Segmentation Network Using Transformer and Multiscale Convolution for High-Resolution Remote Sensing Imagery. Remote Sensing. 2022, 14, 1786.(Corresponding author)
• Yalan Zheng, Qian Shen, Min Wang, Mengyuan Yang, Jiru Huang & Chenyang Feng, Semantic Segmentation Sample Augmentation Based on Simulated Scene Generation—Case Study on Dock Extraction from High Spatial Resolution Imagery, International journal of remote sensing, 2021,42(13):4965-4988 (Corresponding author)
• Yang Liu, Yujie Sun, Shikang Tao, Min Wang, Qian Shen, Jiru Huang, Discovering potential illegal construction within building roofs from UAV images using semantic segmentation and object-based change detection, Photogrammetric engineering & Remote sensing, 2021, 87(4): 263–271 (Corresponding author)
• Jie Wang, Yalan Zheng, Min Wang, Qian Shen, Jiru Huang, Object-scale adaptive convolutional neural networks for high-spatial resolution remote sensing image classification, IEEE journal of selected topics in Applied Earth Observations and Remote Sensing, 2021,14:283-299 (Corresponding author)
• Jiru Huang, Yang Liu, Min Wang, Yalan Zheng, Jie Wang. Change Detection of High Spatial Resolution Images Based on Region-Line Primitive Association Analysis and Evidence Fusion, Remote Sensing, 2019, 11:2484 (Corresponding author)
• Jie Wang, Jiru Huang, Min Wang, Dongping Ming. Dock extraction from China’s Gaofen-2 multispectral imagery based on region-line primitive association analyses, International journal of remote sensing, 2019, 40(10):3878-3899 (Corresponding author)
• Min Wang, Qi Cui, Yujie Sun, Qiao Wang. Photovoltaic panel extraction from very high-resolution aerial imagery using region-line primitive association analysis and template matching, ISPRS Journal of photogrammetry and remote sensing, 2018, 141:100-111
• Min Wang, Jinjin Xing, Jie Wang, Guonian Lv. Technical design and system implementation of region-line primitive association framework, ISPRS Journal of photogrammetry and remote sensing, 2017,130:202-216
• Min Wang, Qi Cui, Jie Wang, Dongping Ming, Guonian Lv. Raft cultivation area extraction from high resolution remote sensing imagery by fusing multi-scale region-line primitive association features, ISPRS Journal of photogrammetry and remote sensing, 2017, 123:104-113
• Min Wang, Jiru Huang. Region-Line Association Constraints for High-resolution Image Segmentation, IEEE journal of selected topics in Applied Earth Observations and Remote Sensing, 2017, 10(2): 628 – 637
• Min Wang, Jie Wang. A Region-Line Primitive Association Framework for Object-Based Remote Sensing Image Analysis. Photogrammetric engineering & Remote sensing, 2016, 82(2):149-159.
• Min Wang, Yanxia Sun, Guanyi Chen. Refining High Spatial Resolution Remote Sensing Image Segmentation for Man-made Objects through a Collinear and Ipsilateral Neighborhood Model. Photogrammetric engineering & Remote sensing, 2015,81(5):397-406
• Min Wang, Rongxing Li. Segmentation of high spatial resolution remote sensing imagery based on hard-boundary constraint and two-stage merging. IEEE Transactions on Geoscience and Remote sensing, 2014,52(9):5712-5725
• Min Wang, Tengyi Song. Remote sensing image retrieval by scene semantic matching. IEEE Transactions on Geoscience and Remote sensing, 2013,51(5): 2874-2886
• Min Wang, Qiming Wan, et al. Remote Sensing Image Retrieval by Combining Image Visual and Semantic Features. International journal of remote sensing, 2013, 34(12): 4200–4223
• Min Wang, Siqi Zhang. Road Extraction from High-Spatial-Resolution Remotely Sensed Imagery by Combining Multi-Profile Analysis and Extended Snakes Model. International journal of remote sensing. 2011,32(21): 6349-6365

Major scientific research projects undertaken

• 2023.01-2025.12, Chairing the “Remote Sensing Monitoring Software Testing and Integration Demonstration for Marine Ranch Facilities” of the National Key R&D Program.
• 2021.01-2024.12, presided over the National Natural Science Foundation of China "Small ground feature extraction research on surface line primitive association and deep information fusion" (42071301)
• 2017.07-2021.06, presided over the sub-project of the National Key R&D Program "Risk Source Extraction and Urban Water Quality High Score Remote Sensing Monitoring Subsystem Research" (2017YFB0503902)
• 2017.01~2020.12, presided over the National Natural Science Foundation of China "Research on the detection method of high-resolution remote sensing space-time surface line primitive correlation change" (41671341)
• 2014,7-2017,6, presided over the Jiangsu Province Outstanding Youth Fund Project "High Resolution Remote Sensing Information Processing" (BK20140042) 2012.1-2015.12, presided over the National Natural Science Foundation of China "Research on High-resolution Remote Sensing Image Classification Method Fusion Bag of Words Model and Spatial Correlation" (41171321)
• 2009,1-2011,12, presided over the National Natural Science Foundation of China project "Research on High Resolution Remote Sensing Image Retrieval Method Based on Spatial Semantics and Object-Oriented Mechanism" (40871189)
• 2005,1-2007,12 Presided over the National Natural Science Foundation of China project "Multi-scale feature coupling model and method for high-resolution remote sensing image information extraction" (40401039)
• 2007,6-2010,5, presided over the national 863 project "Research on key technologies of remote sensing image mining based on feature primitives" (2007AA12Z224)
• 2011.7-2014.12, presided over the Jiangsu University Natural Science Research Project "Research on New Technology of Urban Spatial Information Acquisition Based on High Resolution Remote Sensing" (11KJA420001)
• 2006,12-2008,12 Jointly undertake the national 863 project "Multi-source and multi-temporal remote sensing information intelligent extraction research" (deputy leader, ranked second) (2006AA12Z146)
• 2009,1-2010,12, undertook the sub-project of target-oriented 863 project "Key Technologies for Accurate Extraction and Analysis of Remote Sensing Information of Coastal Zone Space-Time Evolution", responsible for the change detection of multi-source remote sensing images (2009AA12Z148)
• 2006,1-2006,12 Presided over the National 863 sub-project "Road and Partial Feature Extraction Based on DMC Small Satellite Image"
• 2021.11-2022.06 Presided over the project entrusted by Guangdong Water Conservancy and Hydropower Research Institute "High-scoring Remote Sensing Deep Learning Algorithm Dataset Template Making and Algorithm Testing for River and Lake Inspection Scenes"
• 2020.01-2021.07 Presided over the open fund project of the Key Laboratory of Urban Land and Resources Monitoring and Simulation of the Ministry of Natural Resources "Research on automatic change detection technology and application of remote sensing images and real-world 3D models based on deep learning"
• 2015.9-2016.10, undertake the "Preliminary Application Research of High Score Remote Sensing Technology in the Waterway of the Lower Yangtze River" by Nanjing Yangtze River Waterway Bureau (technical responsible)
• 2014-2015 Undertook the project "Development of Object-Oriented Sea Area Using Remote Sensing Dynamic Monitoring Platform System" entrusted by the National Marine Environment Monitoring Center (technical responsible)
• 2011,11-2012,6 Undertook the research and development of the "Remote sensing dynamic monitoring software system for sea area use" system of Jiangsu Marine Fishery Information Center
• 2015.06-2015.12, presided over the research and development of "Provincial Farmland Flood Disaster Management Information System" of Nanjing Academy of Agricultural Sciences
• 2007,10-2009,4, presided over the Open Fund of the State Key Laboratory of Remote Sensing Science (most of Beijing Normal University) "High Resolution Remote Sensing Image Segmentation, Classification and Feature Information Extraction" 2004-2005, presided over the China Postdoctoral Fund Project "Research on Spatial Clustering Mining Methods"
• 2001,8-2001,10, as RA, went to the Department of Geography, Chinese University of Hong Kong to carry out cooperative research on "spatial data mining and error analysis" project

Contact

• E-mail: sysj0918@126.com
• Office Address: Room 503, School of Geographical Sciences, Nanjing Normal University
• Mailing address: School of Geographical Sciences, No. 1 Wenyuan Road, Nanjing Normal University