Learning Dynamic Point Cloud Compression via Hierarchical Inter-frame Block Matching

Author:

Xia Shuting1ORCID,Fan Tingyu1ORCID,Xu Yiling1ORCID,Hwang Jenq-Neng2ORCID,Li Zhu3ORCID

Affiliation:

1. Shanghai Jiaotong University, Shanghai, China

2. University of Washington, Seattle, Seattle, WA, USA

3. University of Missouri - Kansas City, Kansas City, MO, USA

Funder

Natural Science Foundation of China

111 project

Publisher

ACM

Reference35 articles.

1. Anique Akhtar , Zhu Li , and Geert Van der Auwera . 2022a. Inter-frame compression for dynamic point cloud geometry coding. arXiv preprint arXiv:2207.12554 ( 2022 ). Anique Akhtar, Zhu Li, and Geert Van der Auwera. 2022a. Inter-frame compression for dynamic point cloud geometry coding. arXiv preprint arXiv:2207.12554 (2022).

2. Anique Akhtar , Li Zhu , Geert Van der Auwera , Adarsh Krishnan Ramasubramonian, Luong Pham Van, and Marta Karczewicz. 2022 b. Dynamic Point Cloud Geometry Compression using Sparse Convolutions. ISO/IEC JTC1/SC29/WG7 m59617, Online ( 2022). Anique Akhtar, Li Zhu, Geert Van der Auwera, Adarsh Krishnan Ramasubramonian, Luong Pham Van, and Marta Karczewicz. 2022b. Dynamic Point Cloud Geometry Compression using Sparse Convolutions. ISO/IEC JTC1/SC29/WG7 m59617, Online (2022).

3. Johannes Ballé , Valero Laparra , and Eero P Simoncelli . 2017 . End-to-end optimized image compression . In 5th International Conference on Learning Representations, ICLR 2017. Johannes Ballé, Valero Laparra, and Eero P Simoncelli. 2017. End-to-end optimized image compression. In 5th International Conference on Learning Representations, ICLR 2017.

4. Overview of the Versatile Video Coding (VVC) Standard and its Applications

5. Keming Cao , Yi Xu , Yao Lu , and Ziyu Wen . 2018 . Owlii Dynamic human mesh sequence dataset. In ISO/IEC JTC1/SC29/WG11 m42816 , 122th MPEG Meeting. Keming Cao, Yi Xu, Yao Lu, and Ziyu Wen. 2018. Owlii Dynamic human mesh sequence dataset. In ISO/IEC JTC1/SC29/WG11 m42816, 122th MPEG Meeting.

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1. Temporal Conditional Coding for Dynamic Point Cloud Geometry Compression;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

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