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Research Article

Y-Net: A Multiclass Change Detection Network for Bi-temporal Remote Sensing Images

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Pages 565-592 | Received 10 Aug 2021, Accepted 16 Dec 2021, Published online: 12 Jan 2022

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Yuping Zhang, Guang Yang, Ai Gao, Wenchao Lv, Runbo Xie, Meng Huang & Shuai Liu. (2023) An efficient change detection method for disaster-affected buildings based on a lightweight residual block in high-resolution remote sensing images. International Journal of Remote Sensing 44:9, pages 2959-2981.
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Decheng Wang, Xiangning Chen, Ningbo Guo, Hui Yi & Yinan Li. (2023) STCD: efficient Siamese transformers-based change detection method for remote sensing images. Geo-spatial Information Science 0:0, pages 1-20.
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Articles from other publishers (10)

Kun Tan, Moyang Wang, Xue Wang, Jianwei Ding, Zhaoxian Liu, Chen Pan & Yong Mei. (2024) Change detection on multi-sensor imagery using mixed interleaved group convolutional network. Engineering Applications of Artificial Intelligence 133, pages 108446.
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Kai Tang, Fei Xu, Xuehong Chen, Qi Dong, Yuheng Yuan & Jin Chen. (2024) The ClearSCD model: Comprehensively leveraging semantics and change relationships for semantic change detection in high spatial resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing 211, pages 299-317.
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Qi Wang, Wei Jing, Kaichen Chi & Yuan Yuan. (2024) Cross-Difference Semantic Consistency Network for Semantic Change Detection. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-12.
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Moyang Wang, Xiang Li, Kun Tan, Joseph Mango, Chen Pan & Di Zhang. (2024) Position-Aware Graph-CNN Fusion Network: An Integrated Approach Combining Geospatial Information and Graph Attention Network for Multiclass Change Detection. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-16.
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Dawei Wen, Xin Huang, Qiquan Yang & Jianqin Tang. (2024) Adaptive Self-Paced Collaborative and 3-D Adversarial Multitask Network for Semantic Change Detection Using Zhuhai-1 Orbita Hyperspectral Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 2777-2788.
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Indira Bidari, Satyadhyan Chickerur & Srishti Kadam. (2023) Semantic Segmentation Using Y-Net Architecture for Change Detection on Hyperspectral Imagery. Semantic Segmentation Using Y-Net Architecture for Change Detection on Hyperspectral Imagery.
Shiqi Tian, Xicheng Tan, Ailong Ma, Zhuo Zheng, Liangpei Zhang & Yanfei Zhong. (2023) Temporal-agnostic change region proposal for semantic change detection. ISPRS Journal of Photogrammetry and Remote Sensing 204, pages 306-320.
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Jinquan Lu, Xiangchao Meng, Qiang Liu, Zhiyong Lv, Gang Yang, Weiwei Sun & Wei Jin. (2023) Hierarchical Feature Association and Global Correction Network for Change Detection. Remote Sensing 15:17, pages 4141.
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Peiquan Shen, Liye Mei, Zhaoyi Ye, Ying Wang, Qi Zhang, Bo Hong, Xiliang Yin & Wei Yang. (2023) Building Change Detection in Remote Sensing Imagery with Focal Self-Attention and Multi-Level Feature Fusion. Electronics 12:13, pages 2796.
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Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang & Lorenzo Bruzzone. (2022) Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-14.
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