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Jia-Hang Liu

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2026

CDCCNet: Cross-Domain Consistency-Constrained Domain Generalization Network for Remote Sensing Optical Image Change Detection

Remote sensing change detection (RSCD) aims to identify and localize changes in the same geographical region using bi-temporal or multitemporal images. However, significant feature distribution shifts commonly exist not only between training and real-world data but also between paired images acquired at different times...

Jia-Hang Liu, Zitong Qi, Mao-yin Guo et al. · 0 citations
2026

CGSNet: Category Prior-Guided Self-Supervised Semantic Segmentation for Remote Sensing Images

Multimodal fusion methods have shown great potential in remote sensing image analysis, but existing approaches rely heavily on massive amounts of annotated data. This is not only costly and time-consuming but also prone to subjective bias. To address this issue, we propose a category-prior-based self-supervised framewo...

Jia-Hang Liu, Jian Cui, Mao-yin Guo et al. · 0 citations

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