Patch-Based Deep Autoencoder for Point Cloud Geometry Compression

Author:

You Kang1,Gao Pan1

Affiliation:

1. Nanjing University of Aeronautics and Astronautics, CN

Publisher

ACM

Reference22 articles.

1. [n.d.]. Deep AutoEncoder-based Lossy Geometry Compression for Point Clouds. https://github.com/YanWei123/Deep-AutoEncoder-based-Lossy-Geometry-Compression-for-Point-Clouds. Accessed: 2021-08. [n.d.]. Deep AutoEncoder-based Lossy Geometry Compression for Point Clouds. https://github.com/YanWei123/Deep-AutoEncoder-based-Lossy-Geometry-Compression-for-Point-Clouds. Accessed: 2021-08.

2. Panos Achlioptas , Olga Diamanti , Ioannis Mitliagkas , and Leonidas  J. Guibas . 2018. Learning Representations and Generative Models for 3D Point Clouds . In 6th International Conference on Learning Representations, ICLR 2018 , Vancouver, BC , Canada, April 30 - May 3, 2018, Workshop Track Proceedings. OpenReview .net. https://openreview.net/forum?id=r14RP5AUz Panos Achlioptas, Olga Diamanti, Ioannis Mitliagkas, and Leonidas J. Guibas. 2018. Learning Representations and Generative Models for 3D Point Clouds. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings. OpenReview.net. https://openreview.net/forum?id=r14RP5AUz

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 , Toulon, France, April 24-26, 2017, Conference Track Proceedings. OpenReview .net. https://openreview.net/forum?id=rJxdQ3jeg Johannes Ballé, Valero Laparra, and Eero P. Simoncelli. 2017. End-to-end Optimized Image Compression. In 5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings. OpenReview.net. https://openreview.net/forum?id=rJxdQ3jeg

4. Johannes Ballé , David Minnen , Saurabh Singh , Sung Jin Hwang , and Nick Johnston . 2018. Variational image compression with a scale hyperprior . In 6th International Conference on Learning Representations, ICLR 2018 , Vancouver, BC , Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview .net. https://openreview.net/forum?id=rkcQFMZRb Johannes Ballé, David Minnen, Saurabh Singh, Sung Jin Hwang, and Nick Johnston. 2018. Variational image compression with a scale hyperprior. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview.net. https://openreview.net/forum?id=rkcQFMZRb

5. Fabio Capraro and Simone Milani . 2019 . Rendering-Aware Point Cloud Coding for Mixed Reality Devices. In 2019 IEEE International Conference on Image Processing (ICIP). 3706–3710 . https://doi.org/10.1109/ICIP.2019.8803432 10.1109/ICIP.2019.8803432 Fabio Capraro and Simone Milani. 2019. Rendering-Aware Point Cloud Coding for Mixed Reality Devices. In 2019 IEEE International Conference on Image Processing (ICIP). 3706–3710. https://doi.org/10.1109/ICIP.2019.8803432

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1. Multiple Description Coding for Point Cloud;ICC 2024 - IEEE International Conference on Communications;2024-06-09

2. Octree-Retention Fusion: A High-Performance Context Model for Point Cloud Geometry Compression;Proceedings of the 2024 International Conference on Multimedia Retrieval;2024-05-30

3. Surface-Constrained Progressive Feature Preserving Point Cloud Compression;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

4. PIVOT-Net: Heterogeneous Point-Voxel-Tree-based Framework for Point Cloud Compression;2024 International Conference on 3D Vision (3DV);2024-03-18

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