Author

Jia-Yi Yuan

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Preprint Sep 2026

Depth-to-Image Synthesis-Driven Generative Unguided Depth Completion

Guided depth completion methods heavily depend on RGB quality and alignment, while unguided ones often suffer from limited precision due to the absence of explicit visual cues. In this paper, we present Depth-to-Image Synthesis-Driven Generative Unguided Depth Completion (GUDC), a new completion paradigm that innovativ...

Jia-Yi Yuan, Na Zhao, D. Soh · 0 citations