Deep Learning-based Point Cloud Geometry Coding with Attention Models

Author:

Ghafari Mohammadreza1,Guarda André F. R.2,Rodrigues Nuno M. M.3,Pereira Fernando1

Affiliation:

1. Instituto Superior Técnico – Universidade de Lisboa, Instituto de Telecomunicações,Lisbon,Portugal

2. Instituto de Telecomunicações,Lisbon,Portugal

3. Instituto de Telecomunicações,ESTG – Politécnico de Leiria,Leiria,Portugal

Funder

Fundação para a Ciência e a Tecnologia

Publisher

IEEE

Reference12 articles.

1. An overview of ongoing point cloud compression standardization activities: video-based (V-PCC) and geometry-based (G-PCC)

2. Verification Model Description for JPEG Pleno Learning-based Point Cloud Coding v1.0

3. Point Cloud Geometry and Color Coding in a Learning-Based Ecosystem for JPEG Coding Standards

4. Untangling Tradeoffs Between Recurrence and Self-attention in Neural Networks;Kerg

5. Attention Is All You Need;Vaswani

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