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

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Jia-Ming Kang

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Preprint Sep 2026

Remote Sensing Sparse-View 3D Gaussian Splatting via Depth Image-Based Rendering

Remote sensing novel view synthesis under sparse observations remains challenging due to insufficient geometric constraints and limited cross-view supervision. Existing Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS) methods are prone to overfitting and face challenges of depth ambiguities, missing cross...

Jia-Ming Kang, Zhengxia Zou, Zhen-Wei Shi · 0 citations

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