Hai-Xu Liu

Hierarchical Frequency-Domain Compression of Implicit Geometric Representations for Large-Scale Point Clouds

Large-scale point cloud representations of complex geome tries incur prohibitive computational and memory costs, necessitating compressed implicit representations. To ad dress this, we propose a unified framework comprising im plicit geometric field representation, hierarchical frequency domain compression, and conditi...