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International Journal of Remote Sensing Volume 42, 2021 - Issue 8
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Research Article

A semantic segmentation method with category boundary for Land Use and Land Cover (LULC) mapping of Very-High Resolution (VHR) remote sensing image

Zeyu Xua Institute for Geography & Spatial Information, School of Earth Sciences, Zhejiang University, Hangzhou, ChinaView further author information
,
Cheng Sua Institute for Geography & Spatial Information, School of Earth Sciences, Zhejiang University, Hangzhou, China;b Key Laboratory of Geoscience Big Data and Deep Resource of Zhejiang Province, Hangzhou, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-3540-0309View further author information
ORCID Icon &
Xiaocan Zhanga Institute for Geography & Spatial Information, School of Earth Sciences, Zhejiang University, Hangzhou, China;b Key Laboratory of Geoscience Big Data and Deep Resource of Zhejiang Province, Hangzhou, ChinaView further author information
Pages 3146-3165 | Received 31 Aug 2020, Accepted 08 Dec 2020, Published online: 28 Jan 2021

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Yi Yan, Jing Zhang, Xinjia Wu, Jiafeng Li & Li Zhuo. (2024) When zero-padding position encoding encounters linear space reduction attention: an efficient semantic segmentation Transformer of remote sensing images. International Journal of Remote Sensing 45:2, pages 609-633.
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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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Xinjia Wu, Jing Zhang, Wensheng Li, Jiafeng Li, Li Zhuo & Jie Zhang. (2023) Spatial-specific Transformer with involution for semantic segmentation of high-resolution remote sensing images. International Journal of Remote Sensing 44:4, pages 1280-1307.
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Soheil Majidi, Ghazale Babapour & Reza Shah-Hosseini. An encoder–decoder network for land cover classification using a fusion of aerial images and photogrammetric point clouds. Survey Review 0:0, pages 1-10.
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Articles from other publishers (9)

Vijaykumar P. Yele, Sujata Alegavi & R. R. Sedamkar. (2023) Hybrid hesitant fuzzy linguistic bi-objective binary coyote clustering based segmentation and classification for land use land cover in hyperspectral image. International Journal of Information Technology 16:1, pages 525-534.
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Hua Zhang, Zhengang Jiang, Guoxun Zheng & Xuekun Yao. (2023) Semantic Segmentation of High-Resolution Remote Sensing Images with Improved U-Net Based on Transfer Learning. International Journal of Computational Intelligence Systems 16:1.
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Suzanna Cuypers, Andrea Nascetti & Maarten Vergauwen. (2023) Land Use and Land Cover Mapping with VHR and Multi-Temporal Sentinel-2 Imagery. Remote Sensing 15:10, pages 2501.
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Xiangyu Liu, Wei He & Hongyan Zhang. (2023) Cross-region plastic greenhouse segmentation and counting using the style transfer and dual-task networks. Computers and Electronics in Agriculture 207, pages 107766.
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Yuhao Wang, Qingyong Li, Yang Liu & Wen Wang. (2023) A General Dual-Branch Framework for Land Cover Mapping Models With Multispectral Data. IEEE Geoscience and Remote Sensing Letters 20, pages 1-5.
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Monia Digra, Renu Dhir & Nonita Sharma. (2022) Land use land cover classification of remote sensing images based on the deep learning approaches: a statistical analysis and review. Arabian Journal of Geosciences 15:10.
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Ozgun Akcay, Ahmet Cumhur Kinaci, Emin Ozgur Avsar & Umut Aydar. (2021) Semantic Segmentation of High-Resolution Airborne Images with Dual-Stream DeepLabV3+. ISPRS International Journal of Geo-Information 11:1, pages 23.
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Xiaoping Zhang, Bo Cheng, Jinfen Chen & Chenbin Liang. (2021) High-Resolution Boundary Refined Convolutional Neural Network for Automatic Agricultural Greenhouses Extraction from GaoFen-2 Satellite Imageries. Remote Sensing 13:21, pages 4237.
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Jifa Chen, Guojun Zhai, Gang Chen, Bo Fang, Ping Zhou & Nan Yu. (2021) Unsupervised Domain Adaption for High-Resolution Coastal Land Cover Mapping with Category-Space Constrained Adversarial Network. Remote Sensing 13:8, pages 1493.
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