11 citations · 18 across the 3 of their papers we have counts for
3 papers
cs.CV2023
Learning Dynamic Point Cloud Compression via Hierarchical Inter-frame Block Matching
Shuting Xia, Tingyu Fan, Yiling Xu +2
3D dynamic point cloud (DPC) compression relies on mining its temporal context, which faces significant challenges due to DPC's sparsity and non-uniform structure. Existing methods…
cs.CV2022★ 7 cited
Inter-Frame Compression for Dynamic Point Cloud Geometry Coding
Anique Akhtar, Zhu Li, Geert Van der Auwera
Efficient point cloud compression is essential for applications like virtual and mixed reality, autonomous driving, and cultural heritage. This paper proposes a deep learning-based…
cs.CV2021★ 11 cited
Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression
Jianqiang Wang, Dandan Ding, Zhu Li +3
This study develops a unified Point Cloud Geometry (PCG) compression method through the processing of multiscale sparse tensor-based voxelized PCG. We call this compression method…