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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xing-Chen Liu

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Jul 2026

UH-GS: Uncertainty-aware hierarchical Gaussian splatting for outdoor scene reconstruction

This work proposes an uncertainty-aware hierarchical Gaussian splatting framework for outdoor 3D reconstruction, which constructs a hierarchical octree-based spatial representation from the results of aerial triangulation and incorporates an uncertainty prediction mechanism that evaluates the consistency between render...

Jun-Xing Yang, Haoran Gao, Chun-Yu Huang et al. · 0 citations
2026

Tortho–SatGS: A 3-D Gaussian Splatting-Based Method for True Orthophoto Generation From Multiview Satellite Imagery

True digital orthophoto maps (TDOMs) accurately represent the true spatial positions and visual appearances of ground objects at the urban scale, and constitute a fundamental remote sensing product for large-scale urban digitization and fine-grained geographic modeling. Conventional TDOM generation methods that rely on...

Junxing Yang, Wenya Bian, Xingcheng Liu et al. · 0 citations

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