2026
HINT: HIERARCHICAL INTER-FRAME CORRELATION FOR ONE-SHOT POINT CLOUD SEQUENCE COMPRESSION
ICASSP 2026poster
Deep learning has demonstrated strong capability in compressing point clouds. Within this area, entropy modeling for lossless compression is widely investigated. However, most methods rely solely on parent/sibling contexts and level-wise autoregression, which suffers from decoding latency on the ord…