Multi-scenario building change detection in remote sensing images using CNN-Mamba hybrid network and consistency enhancement learning - researchr publication related

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Wei Li, Guorui Ma, Haiming Zhang, Peng Chen, Di Wang, Rong Chen. Multi-scenario building change detection in remote sensing images using CNN-Mamba hybrid network and consistency enhancement learning. Expert Syst. Appl., 298:129843, 2026. [doi]

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Edge-Guided Enhancement Network for Building Change Detection of Remote Sensing Images with a Hybrid CNN-Transformer ArchitectureKaiwen Jing, Chenhe Wang, Bingyao Li, Yanhan Wang, Jiarui Ban, Junli Yang. igarss 2024: 10139-10143 [doi]

Hybrid-MambaCD: Hybrid Mamba-CNN Network for Remote Sensing Image Change Detection With Region-Channel Attention Mechanism and Iterative Global-Local Feature FusionYuxin Feng, Li Zhuo 0001, Hui Zhang 0049, Jiafeng Li. tgrs, 63:1-12, 2025. [doi]

A Multi-Task Consistency Enhancement Network for Semantic Change Detection in HR Remote Sensing Images and Application of Non-AgriculturalizationHaihan Lin, Xiaoqin Wang, Mengmeng Li 0002, Dehua Huang, Ruijiao Wu. remotesensing, 15(21):5106, November 2023. [doi]

CWmamba: Leveraging CNN-Mamba Fusion for Enhanced Change Detection in Remote Sensing ImagesYingchao Liu, Guangliang Cheng, Qihang Sun, Chunpeng Tian, Lukun Wang. lgrs, 22:1-5, 2025. [doi]

A hybrid CNN-transformer network with difference enhancement and frequency fusion for remote sensing image change detectionMeiru Wang, Sheng Fang 0001, Yunfan Li, Xingli Zhang 0001, Zhe Li 0015. apin, 56(1):8, January 2026. [doi]

Building Change Detection Using Deep Learning for Remote Sensing ImagesChang Wang, Shijing Han, Wen Zhang, Shufeng Miao. jips, 18(4):587-598, 2022. [doi]

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