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<p>Screen content images typically contain a mix of natural and synthetic image parts. Synthetic sections usually are comprised of uniformly colored areas and repeating colors and patterns. In the VVC standard, these properties are exploited using Intra Block Copy and Palette Mode. In this paper, we show that pixel-wise lossless coding can outperform lossy VVC coding in such areas. We propose an enhanced VVC coding approach for screen content images using the principle of soft context formation. First, the image is separated into two layers in a block-wise manner using a learning-based method with four block features. Synthetic image parts are coded losslessly using soft context formation, the rest with VVC. We modify the available soft context formation coder to incorporate information gained by the decoded VVC layer for improved coding efficiency. Using this approach, we achieve Bjontegaard-Delta-rate gains of 4.98% on the evaluated data sets compared to VVC.<br></p>
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Och, Hannah; Uddehal, Shabhrish; Strutz, Tilo; Kaup, André (2024): Improved screen content coding in VVC using soft context formation. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'24), 14-19 April 2024, Seoul, South Korea, accepted for publication 2024, S. 3685 - 3689. DOI: 10.1109/ICASSP48485.2024.10447125
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The website of Coburg University of Applied Sciences was translated using translation software provided by a third-party provider such as DeepL. The official text is the German version of the website. No liability is assumed, either explicitly or implicitly, for the accuracy, reliability, or correctness of the translations into another language.

Improved screen content coding in VVC using soft context formation

Screen content images typically contain a mix of natural and synthetic image parts. Synthetic sections usually are comprised of uniformly colored areas and repeating colors and patterns. In the VVC standard, these properties are exploited using Intra Block Copy and Palette Mode. In this paper, we show that pixel-wise lossless coding can outperform lossy VVC coding in such areas. We propose an enhanced VVC coding approach for screen content images using the principle of soft context formation. First, the image is separated into two layers in a block-wise manner using a learning-based method with four block features. Synthetic image parts are coded losslessly using soft context formation, the rest with VVC. We modify the available soft context formation coder to incorporate information gained by the decoded VVC layer for improved coding efficiency. Using this approach, we achieve Bjontegaard-Delta-rate gains of 4.98% on the evaluated data sets compared to VVC.

Titel:

Improved screen content coding in VVC using soft context formation

Veröffentlichungsdatum:

14.04.2024

Publikationsart:

Beitrag zu wissenschaftlicher Konferenz/Tagung

Forschungsschwerpunkt:

HRK Schwerpunkt Nachhaltige Mobilitäts- und Energiekonzepte

Medien:

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'24), 14-19 April 2024, Seoul, South Korea, accepted for publication

DOI:

Weblink:

Heft:

Band:

2024

Artikelnummer:

ISBN:

979-8-3503-4485-1

Autoren:

Hannah Och, Shabhrish Uddehal, Tilo Strutz, André Kaup

Medien:

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'24), 14-19 April 2024, Seoul, South Korea, accepted for publication

Herausgeber:

IEEE

Seiten:

3685 - 3689

Open Access:

Peer reviewed:

Ja

Zitierung:

Och, Hannah; Uddehal, Shabhrish; Strutz, Tilo; Kaup, André (2024): Improved screen content coding in VVC using soft context formation. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'24), 14-19 April 2024, Seoul, South Korea, accepted for publication 2024, S. 3685 - 3689. DOI: 10.1109/ICASSP48485.2024.10447125

Autoren:

Hannah Och, Shabhrish Uddehal, Tilo Strutz, André Kaup