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2026

CoRe-SCD: A Boundary-Task Co-Refinement Network for Semantic Change Detection in Remote Sensing Images

Semantic change detection (SCD) in high-resolution remote sensing imagery is a core technology for quantifying land-cover transitions and supporting refined territorial management. Most existing SCD methods explicitly decouple the task into semantic segmentation (SS) and change detection (CD). However, this paradigm ov...

Zhengfang Lou, Xiao-Ping Lu, Yao Lu et al. · 0 citations
Review Open access Sep 2026

Extraction of Time-Varying Signals in GNSS and Geophysical Interpretation: Methods, Advances, and Challenges

Highlights What are the main findings? Maximum Likelihood Estimation (MLE) has become the standard for GNSS linear trend extraction because it jointly estimates trend parameters and stochastic noise covariance; by doing so, it corrects the up to 5–10-fold underestimation of velocity uncertainty that occurs when tempora...

Xiang-Jun Li, Shuguang Wu, Hou-Pu Li et al. · 0 citations

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