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Author

Ying Liu

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Open access 2026

Spatial and Frequency Dual-Domain Spatiotemporal Fusion Model With Convolution-Transformer for Remote Sensing Images

Remote sensing images captured by single-sensors present the disadvantage of low spatial or temporal resolution, and spatiotemporal fusion (STF) is a convenient way of producing the high temporal- and spatial-resolution images essential for precise natural disaster monitoring. Available STF models remain challenging in...

Yuan-Yuan Wu, Ying Liu, Song-Tao Ye et al. · 0 citations
Open access Aug 2026

EMDNet: edge-aware multi-scale difference network for remote sensing image change detection

An edge-aware multi-scale difference network (EMDNet) is proposed with progressive stages for encoding, difference reasoning, and decoding, demonstrating that EMDNet improves boundary fidelity over recent strong baselines.

Ying Liu, Haoyu Jiang, Xinying Zhong et al. · 0 citations

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