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Three-dimensional damage visualization of civil structures via Gaussian Splatting-enabled digital twins
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DOI：10.1016/j.engstruct.2026.123481.png)
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Abstract
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• Embed 2D damage segmentation into Gaussian Splatting (GS) 3D-reconstruction pipeline for one-step 3D damage visualization. • Multi-view consistency optimization yields damage representation robust against single-view segmentation errors. • Hierarchical GS reconstruction uses high-resolution inputs for damage-zone refinement only for efficiency-fidelity balance. • Leverage GS novel-view synthesis to detect new damage and update the 3D digital twin to reflect temporal damage evolution.
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