4D-GAIA:Depth-Guided 4D Gaussian Representation for Dynamic Visual Data Analytics
Dynamic visual data, such as monocular videos of moving humans and changing environments, contain rich spatio-temporal information but are often large, redundant, and difficult to represent in a compact and structured form. 4D Gaussian Splatting has recently emerged as an explicit representation for dynamic scene recon...