Compression of sparse and dense dynamic point clouds—methods and standards

C Cao, M Preda, V Zakharchenko… - Proceedings of the …, 2021 - ieeexplore.ieee.org
In this article, a survey of the point cloud compression (PCC) methods by organizing them
with respect to the data structure, coding representation space, and prediction strategies is …

A novel point cloud compression algorithm based on clustering

X Sun, H Ma, Y Sun, M Liu - IEEE Robotics and Automation …, 2019 - ieeexplore.ieee.org
Due to the enormous volume of point cloud data, transmitting and storing the data requires
large bandwidth and storage space. It could be a critical bottleneck, especially in tasks such …

Point cloud compression using non-cubic projections and masks

A Tourapis, K Mammou, Y Su, FA Robinet… - US Patent …, 2021 - Google Patents
A system comprises an encoder configured to compress attribute information and/or spatial
for a point cloud and/or a decoder configured to decompress compressed attribute and/or …

Bit stream structure for compressed point cloud data

KIM Jungsun, A Tourapis, K Mammou… - US Patent …, 2021 - Google Patents
A system comprises an encoder configured to compress attribute information and/or spatial
information for a point cloud and/or a decoder configured to decompress compressed …

Adaptive distance based point cloud compression

K Mammou, KIM Jungsun, VG Valentin… - US Patent …, 2021 - Google Patents
A system comprises an encoder configured to compress attribute information for a point
cloud and/or a decoder configured to decompress compressed attribute for the point cloud …

Quantized depths for projection point cloud compression

A Tourapis, FA Robinet, KIM Jungsun… - US Patent …, 2022 - Google Patents
A system comprises an encoder configured to compress attribute information and/or spatial
information for a point cloud and/or a decoder configured to decompress compressed …

Point cloud compression with multi-resolution video encoding

K Mammou, Y Su, KIM Jungsun, VG Valentin… - US Patent …, 2021 - Google Patents
A system comprises an encoder configured to compress attribute and/or spatial information
for a point cloud and/or a decoder configured to decompress compressed attribute and/or …

Point cloud compression image padding

K Mammou, A Tourapis, KIM Jungsun, Y Su… - US Patent …, 2022 - Google Patents
A system comprises an encoder configured to compress attribute information and/or spatial
for a point cloud and/or a decoder configured to decompress compressed attribute and/or …

Occupancy map block-to-patch information compression

K Mammou, A Tourapis, Y Su, KIM Jungsun… - US Patent …, 2022 - Google Patents
A system comprises an encoder configured to compress attribute information and/or spatial
information for a point cloud and/or a decoder configured to decompress compressed …

An advanced LiDAR point cloud sequence coding scheme for autonomous driving

X Sun, S Wang, M Wang, SS Cheng, M Liu - Proceedings of the 28th …, 2020 - dl.acm.org
Due to the huge volume of point cloud data, storing or transmitting it is currently difficult and
expensive in autonomous driving. Learning from the high efficiency video coding (HEVC) …