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Kaixuan Zhou

3 accepted papers

2025

GGS: Generalizable Gaussian Splatting for Lane Switching in Autonomous Driving

AAAI 2025technical

We propose GGS, a Generalizable Gaussian Splatting method for Autonomous Driving that can achieve realistic rendering under large viewpoint changes. Previous generalizable 3D gaussian splatting methods are limited to rendering novel views that are very close to the original pair of images, which can…

Cited by 1SourcePDFScholar
2023

Flora: Dual-Frequency LOss-Compensated ReAl-Time Monocular 3D Video Reconstruction

AAAI 2023technical

In this work, we propose a real-time monocular 3D video reconstruction approach named Flora for reconstructing delicate and complete 3D scenes from RGB video sequences in an end-to-end manner. Specifically, we introduce a novel method with two main contributions. Firstly, the proposed feature aggreg…

2022

IS-MVSNet: Importance Sampling-Based MVSNet

ECCV 2022poster

"This paper presents a novel coarse-to-fine multi-view stereo (MVS) algorithm called importance-sampling-based MVSNet (IS-MVSNet) to address a crucial problem of limited depth resolution adopted by current learning-based MVS methods. We proposed an importance-sampling module for sampling candidate d…