4D Gaussian Splatting for high-fidelity dynamic reconstruction of single-view scenes

Xiaodong Yang, Weixing Xie, Sen Peng, Yihang Fu, Wentao Fan, Baorong Yang, Xiao Dong

Abstract: Highlights•We propose a reconstruction network for single-view dynamic scenes based on Gaussian Splatting.•The proposed Gaussian initialization and deformation regularization are quite effective.•Dynamic obstacles are removed using the proposed color variation loss.•Our method reconstructs high-fidelity results with real-time rendering speed.