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Open access Sep 2026

Beyond Structural Symmetry: Elastic Spatio-Temporal Fluid Graph Convolutional Networks for Skeleton-Based Action Recognition

Skeleton-based human action recognition is a pivotal research area in computer vision. While conventional methods predominantly model human actions as rigid displacements strictly adhering to structural symmetry, the essence of authentic action is actually an elastic spatio-temporal fluid driven by highly asymmetric mo...

Xiang Yu, Cheng-Ming Xie, Ya-Qi Chen et al. · 0 citations
Open access Aug 2026

BSCNet: Boundary- and Scale-Consistent Mean Teacher for Semi-Supervised Building Change Detection in High-Resolution Remote Sensing Images

BSCNet is presented, a semi-supervised framework for binary building change detection that jointly models boundary-sensitive differences and scene-dependent scale preferences and progressive ablations confirm complementary gains from the boundary, scale, and consistency components.

Su-Jin Cai, Taizhi Lv, Xing Li et al. · 0 citations

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