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Geo-spatial Information Science Volume 26, 2023 - Issue 3
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Research Article

Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet

Yue Xua School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, ChinaORCID Iconhttps://orcid.org/0000-0001-6683-2107View further author information
ORCID Icon,
Jianya Gonga School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, ChinaView further author information
,
Xin Huanga School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China;b State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-5625-0338View further author information
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Xiangyun Hua School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China;c Hubei Luojia Laboratory, Wuhan, China;d Institute of Artificial Intelligence in Geomatics, Wuhan University, Wuhan, ChinaView further author information
,
Jiayi Lia School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, ChinaORCID Iconhttps://orcid.org/0000-0003-1691-9743View further author information
ORCID Icon,
Qiang Lie Data Center, Shenyang Surveying and Mapping Institute Co., Ltd, Shenyang, ChinaView further author information
&
Min Penge Data Center, Shenyang Surveying and Mapping Institute Co., Ltd, Shenyang, ChinaView further author information
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Pages 289-301 | Received 14 Jan 2022, Accepted 22 Apr 2022, Published online: 01 Jun 2022

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Yu Wang, Zhenfeng Shao, Tao Lu, Lifeng Liu, Xiao Huang, Jiaming Wang, Kui Jiang & Kangli Zeng. (2023) A lightweight distillation CNN-transformer architecture for remote sensing image super-resolution. International Journal of Digital Earth 16:1, pages 3560-3579.
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Ioannis Kotaridis & Maria Lazaridou. (2023) Cnns in land cover mapping with remote sensing imagery: a review and meta-analysis. International Journal of Remote Sensing 44:19, pages 5896-5935.
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Zhipeng Cao, Liangcun Jiang, Peng Yue, Jianya Gong, Xiangyun Hu, Shuaiqi Liu, Haofeng Tan, Chang Liu, Boyi Shangguan & Dayu Yu. (2023) A large scale training sample database system for intelligent interpretation of remote sensing imagery. Geo-spatial Information Science 0:0, pages 1-20.
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Zohreh Masoumi & John van Genderen. (2023) Artificial intelligence for sustainable development of smart cities and urban land-use management. Geo-spatial Information Science 0:0, pages 1-25.
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Articles from other publishers (9)

Zhan Zhang, Mi Zhang, Jianya Gong, Xiangyun Hu, Liangcun Jiang, Huan Zhou & Jiansi Yang. (2023) Luojia-AI: A Full-Stack Cloud Computing Infrastructure for Remote Sensing Intellignet Interpretation. Luojia-AI: A Full-Stack Cloud Computing Infrastructure for Remote Sensing Intellignet Interpretation.
Jialyu He, Penghua Liu & Xia Li. (2023) Modeling multi-type urban landscape dynamics along the horizontal and vertical dimensions. Landscape and Urban Planning 233, pages 104683.
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Yuetian Shi, Bin Fu, Nan Wang, Yinzhu Cheng, Jie Fang, Xuebin Liu & Geng Zhang. (2023) Spectral-Spatial Attention Rotation-Invariant Classification Network for Airborne Hyperspectral Images. Drones 7:4, pages 240.
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Jiaqi Yang, Bo Du & Liangpei Zhang. (2023) From center to surrounding: An interactive learning framework for hyperspectral image classification. ISPRS Journal of Photogrammetry and Remote Sensing 197, pages 145-166.
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Jiaqi Yang, Bo Du, Yonghao Xu & Liangpei Zhang. (2023) Can Spectral Information Work While Extracting Spatial Distribution?—An Online Spectral Information Compensation Network for HSI Classification. IEEE Transactions on Image Processing 32, pages 2360-2373.
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Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang & Jiayi Ma. (2023) Progressive Hyperspectral Image Destriping With an Adaptive Frequencial Focus. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-12.
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Jiayi Li, Xin Huang, Yujin Feng, Zhen Ji, Shulei Zhang & Dawei Wen. (2023) A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-12.
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Jiaju Li, Hanfa Xing, Zurui Ao, Hefeng Wang, Wenkai Liu & Anbing Zhang. (2022) Convolution-Transformer Adaptive Fusion Network for Hyperspectral Image Classification. Applied Sciences 13:1, pages 492.
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Jiayi Li, Xin Huang & Lilin Tu. (2022) WHU-OHS: A benchmark dataset for large-scale Hersepctral Image classification. International Journal of Applied Earth Observation and Geoinformation 113, pages 103022.
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