StreamingGS: Voxel-Based Streaming 3D Gaussian Splatting with Memory Optimization and Architectural Support

Chenqi Zhang¹^*, Yu Feng^1*, Jieru Zhao¹^†, Guangda Liu¹, Wenchao Ding², Chentao Wu¹, Minyi Guo¹

¹ School of Computer Science, Shanghai Jiao Tong University, ² Academy for Engineering & Technology, Fudan University

{zhangchenqi123, y-feng, zhao-jieru}@sjtu.edu.cn ^* Equal contribution ^† Corresponding author

Image Comparisons

The comparisons between our method and 3DGS [Kerbl 2023] are shown below.

Palace

Ours

3DGS
[Kerbl 2023]

Train

Ours

3DGS
[Kerbl 2023]

Drjohnson

Ours

3DGS
[Kerbl 2023]

Lego

Ours

3DGS
[Kerbl 2023]

Truck

Ours

3DGS
[Kerbl 2023]

Playroom

Ours

3DGS
[Kerbl 2023]