Dr. Chengxi HAN (韩承熙 博士) |
Journals:
[1] HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model
Di Wang∗, Meiqi Hu∗, Yao Jin∗, Yuchun Miao∗, Jiaqi Yang∗, Yichu Xu∗, Xiaolei Qin∗, Jiaqi Ma∗, Lingyu Sun∗, Chenxing Li∗, Chuan Fu, Hongruixuan Chen, Chengxi Han† , Naoto Yokoya, Jing Zhang†, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu†, Bo Du†, Dacheng Tao, Liangpei Zhang† XXXX (XXX), 2024. (SCI Q1 TOP, IF=) [Paper][Code] |
[2] C2F-SemiCD: A coarse-to-fine semi-supervised change detection method based on consistency regularization in High-Resolution Remote-Sensing Images
C. Han,C. Wu, M. Hu. J. Li, and H. Chen, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024. (SCI Q1 TOP, IF=8.2) [Paper][Code] |
[3] HANet: A hierarchical attention network for change detection with bi-temporal very-high-resolution remote sensing images
C. Han,C. Wu, H. Guo , M. Hu. and H. Chen, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2023. (SCI Q2 TOP, IF=5.5) [Paper][Code] |
[4] Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery
C. Han,C. Wu, H. Guo, M. Hu. J. Li, and H. Chen, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2023. (SCI Q2 TOP, IF=5.5) [Paper][Code] |
[5] Traffic density reduction caused by city lockdowns across the world during the COVID-19 epidemic: from the view of high-resolution remote sensing imagery
Wu, C., Zhu, S., Yang, J., Hu, M., Du, B., Zhang, L., Zhang, L., Han, C. and Lan, M., IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2021. (SCI Q2 TOP, IF=5.5) [Paper] |
[6] DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space
H. Guo, B. Du, C. Wu, C. Han , and L. Zhang IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. (SCI Q1 TOP, IF=10.4) [Paper][Code] |
[7] MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
D.Wang, J.Zhang,..,C. Han ,H.Guo, B. Du, L. Zhang, D.Tao IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2024. (SCI Q2 TOP, IF=5.5) [Paper][Code] |
[8] ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model
Hongruixuan Chen,Jian Song,Chengxi Han ,Junshi Xia, Naoto Yokoya IEEE Transactions on Geoscience and Remote Sensing(TGRS), 2024. (SCI Q1 TOP, IF=8.2) [Paper][Code] |
Conferences:
[1] HCGMNet: A hierarchical change guiding map network for change detection
C. Han, C. Wu and B. Du, Proceeding of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2023), 2023. (EI,遥感顶会) [Paper][Code] |
Journal Reviewer:
Membership:
Maste&Ph.D.:
Master & Ph.D.>:
2024.01,I have served as a Student Chapter Coordinator in the Global Activities Group of the IEEE GRSS Administrative Committee (AdCom) Organization Executive Committee since January 2024.
The Geoscience and Remote Sensing Society (GRSS) is a technical Society of the Institute of Electrical and Electronics Engineers (IEEE). GRSS fosters engagement of its members for the benefit of society through science, engineering, applications, and education as related to the development of the field of geoscience and remote sensing.
[Organization Link] |
Master:
Maste&Ph.D.:
Maste&Ph.D.: