Abstract: We present stochastic Gaussian splatting (SGS): the first framework for uncertainty estimation using Gaussian splatting (GS). GS recently advanced the novel-view synthesis field by achieving ...

We present TSGS, a framework for high-fidelity transparent surface reconstruction from multi-views. (a) We introduce TransLab, a novel dataset for evaluating transparent object reconstruction. (b) ...

Abstract: The diffusion model has achieved excellent performance in natural image processing, which can learn the noise distribution through the degradation and restoration processes. However, the ...