A Machine Learning-Based Solution to Accelerate the Intra Mode Decision for the VVC Standard-Reference-Cited by-同舟云学术

A Machine Learning-Based Solution to Accelerate the Intra Mode Decision for the VVC Standard

Published:2023-10-23 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 29th Brazilian Symposium on Multimedia and the Web
language:
Short-container-title:

Author:

Duarte Adson¹^ORCID,Oliveira Anna²^ORCID,Zatt Bruno¹^ORCID,Correa Guilherme¹^ORCID,Palomino Daniel¹^ORCID

Affiliation:

1. Video Technology Research Group (ViTech), Graduate Program in Computer Science (PPGC), Federal University of Pelotas (UFPel), Brazil

2. Video Technology Research Group (ViTech), Federal University of Pelotas (UFPel), Brazil

Funder

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3617023.3617034

Reference24 articles.

1. James Bergstra and Yoshua Bengio . 2012. Random search for hyper-parameter optimization.Journal of machine learning research 13, 2 ( 2012 ), 281–305. https://www.jmlr.org/papers/volume13/bergstra12a/bergstra12a.pdf James Bergstra and Yoshua Bengio. 2012. Random search for hyper-parameter optimization.Journal of machine learning research 13, 2 (2012), 281–305. https://www.jmlr.org/papers/volume13/bergstra12a/bergstra12a.pdf

2. Gisle Bjontegaard . 2001 . Calculation of average PSNR differences between RD-curves. https://www.itu.int/wftp3/av-arch/video-site/0104_Aus/VCEG-M33.doc . VCEG Meeting. Gisle Bjontegaard. 2001. Calculation of average PSNR differences between RD-curves. https://www.itu.int/wftp3/av-arch/video-site/0104_Aus/VCEG-M33.doc. VCEG Meeting.

3. Frank Bossen Jill Boyce Karsten Sühring Xiang Li and Vadim Seregin. 2020. VTM common test conditions and software reference configurations for SDR video. https://jvet-experts.org/doc_end_user/current_document.php?id=10545. JVET-T2010-v1. Frank Bossen Jill Boyce Karsten Sühring Xiang Li and Vadim Seregin. 2020. VTM common test conditions and software reference configurations for SDR video. https://jvet-experts.org/doc_end_user/current_document.php?id=10545. JVET-T2010-v1.

4. Benjamin Bross , Jianle Chen , Shan Liu , and Ye-Kui Wang . 2020. Versatile Video Coding Editor ial Refinements on Draft 10. https://jvet-experts.org/doc_end_user/current_document.php?id=10540. JVET-T 2001 -v2. Benjamin Bross, Jianle Chen, Shan Liu, and Ye-Kui Wang. 2020. Versatile Video Coding Editorial Refinements on Draft 10. https://jvet-experts.org/doc_end_user/current_document.php?id=10540. JVET-T2001-v2.

5. Multiple Reference Line Coding for Most Probable Modes in Intra Prediction