X Sun, Y Tian, W Lu, P Wang, R Niu, H Yu… - Science China Information …, 2023 - Springer
Modality is a source or form of information. Through various modal information, humans can perceive the world from multiple perspectives. Simultaneously, the observation of remote …
Z Li, W He, M Cheng, J Hu, G Yang… - Earth System Science …, 2023 - essd.copernicus.org
In China, the demand for a more precise perception of the national land surface has become most urgent given the pace of development and urbanization. Constructing a very-high …
G Cheng, L Cai, C Lang, X Yao, J Chen… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
Few-shot image classification has attracted extensive attention, which aims to recognize unseen classes given only a few labeled samples. Due to the large intraclass variances and …
XY Tong, GS Xia, XX Zhu - ISPRS Journal of Photogrammetry and Remote …, 2023 - Elsevier
High-resolution satellite images can provide abundant, detailed spatial information for land cover classification, which is particularly important for studying the complicated built …
Accurate urban land-use maps, which reflect the complicated land-use pattern implied in the function and distribution of land-cover types, play an important role in urban analysis. In …
In remote sensing imagery analysis, patch-based methods have limitations in capturing information beyond the sliding window. This shortcoming poses a significant challenge in …
H Wu, W Luo, A Lin, F Hao… - … Environment and Urban …, 2023 - Elsevier
Urban functional zone mapping is essential for providing deeper insights into urban morphology and improving urban planning. The emergence of Volunteered Geographic …
Urban land-use maps outlining the distribution, pattern, and composition of various land use types are critically important for urban planning, environmental management, disaster …
Abstract Information extraction is a key activity for remote sensing images. A common distinction exists between knowledge-driven and data-driven methods. Knowledge-driven …