Search Results for author: Zi-Xin Zou

Found 4 papers, 0 papers with code

Sparse3D: Distilling Multiview-Consistent Diffusion for Object Reconstruction from Sparse Views

no code implementations27 Aug 2023 Zi-Xin Zou, Weihao Cheng, Yan-Pei Cao, Shi-Sheng Huang, Ying Shan, Song-Hai Zhang

While recent techniques employ image diffusion models for generating plausible images at novel viewpoints or for distilling pre-trained diffusion priors into 3D representations using score distillation sampling (SDS), these methods often struggle to simultaneously achieve high-quality, consistent, and detailed results for both novel-view synthesis (NVS) and geometry.

3D Reconstruction Novel View Synthesis +1

SC-NeuS: Consistent Neural Surface Reconstruction from Sparse and Noisy Views

no code implementations12 Jul 2023 Shi-Sheng Huang, Zi-Xin Zou, Yi-Chi Zhang, Hua Huang

The recent neural surface reconstruction by volume rendering approaches have made much progress by achieving impressive surface reconstruction quality, but are still limited to dense and highly accurate posed views.

Surface Reconstruction

MonoNeuralFusion: Online Monocular Neural 3D Reconstruction with Geometric Priors

no code implementations30 Sep 2022 Zi-Xin Zou, Shi-Sheng Huang, Yan-Pei Cao, Tai-Jiang Mu, Ying Shan, Hongbo Fu

This paper introduces a novel neural implicit scene representation with volume rendering for high-fidelity online 3D scene reconstruction from monocular videos.

3D Reconstruction 3D Scene Reconstruction

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