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International Journal of Remote Sensing Volume 44, 2023 - Issue 19
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Research article

Temporal difference-guided network for hyperspectral image change detection

Zhonghao Chena College of Computer and Information, Hohai University, Nanjing, People’s Republic of ChinaORCID Iconhttps://orcid.org/0000-0002-3524-2742View further author information
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Yuyang Wanga College of Computer and Information, Hohai University, Nanjing, People’s Republic of ChinaView further author information
,
Hongmin Gaoa College of Computer and Information, Hohai University, Nanjing, People’s Republic of ChinaCorrespondence[email protected]
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Yao Dingb Key Laboratory of Optical Engineering, Xi’an Research Institute of High Technology, Xi’an, People’s Republic of ChinaORCID Iconhttps://orcid.org/0000-0003-2040-2640View further author information
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Qiqiang Zhongc The First Military Representative Office of Military Representative Bureau of Army Equipment Department in Nanjing, Nanjing Military Representative Bureau, Armament Department of the PLAA, Nanjing, People’s Republic of ChinaView further author information
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Danfeng Hongd Key Laboratory of Computational Optical Imaging Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, People’s Republic of ChinaORCID Iconhttps://orcid.org/0000-0002-3212-9584View further author information
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Bing Zhange Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, People’s Republic of China;f College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, People’s Republic of ChinaView further author information
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Pages 6033-6059 | Received 15 Jun 2023, Accepted 06 Sep 2023, Published online: 29 Sep 2023

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Guorong Yu, Shuangming Zhao, Xiaoyong Bian & Yunfan Cui. (2024) A radiometric and rotational invariant feature descriptor for multimodal remote sensing image matching using the monogenic signal. International Journal of Remote Sensing 45:8, pages 2567-2595.
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Qinggang Wu, Yang Li, Wei Huang, Qiqiang Chen & Yonglei Wu. (2024) C3TB-YOLOv5: integrated YOLOv5 with transformer for object detection in high-resolution remote sensing images. International Journal of Remote Sensing 45:8, pages 2622-2650.
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Jing Zhang, Zijie Chen, Hailin Zou, Shuai Xue, Jia He & Jianqing Li. GBC-BCD: an improved bridge crack detection method based on bidirectional Laplacian pyramid structure with lightweight attention mechanism convolution. Nondestructive Testing and Evaluation 0:0, pages 1-21.
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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 (8)

Ganji Tejasree & L. Agilandeeswari. (2024) Land use/land cover (LULC) classification using deep-LSTM for hyperspectral images. The Egyptian Journal of Remote Sensing and Space Sciences 27:1, pages 52-68.
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Wenping Ma, Xiaoteng Wang, Hao Zhu, Xiaoting Yang, Xiaoyu Yi & Licheng Jiao. (2024) Significant Feature Elimination and Sample Assessment for Remote Sensing Small Objects’ Detection. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-15.
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Yingbing Liu, Gang Yan, Fei Ma, Yongsheng Zhou & Fan Zhang. (2024) SAR Ship Detection Based on Explainable Evidence Learning Under Intraclass Imbalance. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-15.
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Jiayuan Tian, Jie Lei, Jiaqing Zhang, Weiying Xie & Yunsong Li. (2024) SwiMDiff: Scene-Wide Matching Contrastive Learning With Diffusion Constraint for Remote Sensing Image. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-13.
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Zhi Li, Siying Cao, Jiakun Deng, Fengyi Wu, Ruilan Wang, Junhai Luo & Zhenming Peng. (2024) STADE-CDNet: Spatial–Temporal Attention With Difference Enhancement-Based Network for Remote Sensing Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-17.
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Yangyang Li, Yunfei Ma, Guangyuan Liu, Qiang Wei, Yanqiao Chen, Ronghua Shang & Licheng Jiao. (2024) Enhancing Remote Sensing Visual Question Answering: A Mask-Based Dual-Stream Feature Mutual Attention Network. IEEE Geoscience and Remote Sensing Letters 21, pages 1-5.
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Kang Ni, Duo Wang, Zhizhong Zheng & Peng Wang. (2024) MHST: Multiscale Head Selection Transformer for Hyperspectral and LiDAR Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 5470-5483.
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Jianfeng Chen, Chen Yang, Lan Zhang, Linzi Yang, Lifeng Bian, Zijiang Luo & Jihong Wang. (2024) TCCU-Net: Transformer and CNN Collaborative Unmixing Network for Hyperspectral Image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 8073-8089.
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