Open Access Presentation + Paper
3 October 2022 Enhancing SVT-AV1 with LCEVC to improve quality-cycles trade-offs and enhance sustainability of VOD transcoding
Guendalina Cobianchi, Guido Meardi, Stergios Poularakis, Alexei Walisiewicz, Omran Abdelkafi, Foued Ben Amara, Faouzi Kossentini, Cosmin Stejerean, Hassene Tmar
Author Affiliations +
Abstract
The trade-offs between compression performance and encoding complexity are key in software video encoding, even more so with increasing pressure on sustainability. Previous work “Towards much better SVT-AV1 quality-cycles tradeoffs for VOD applications” [1] described three approaches of evaluating compression efficiency vs cycles trade-offs within a convex-hull framework using the Dynamic Optimizer (DO) algorithm developed in [2] [3] for VOD applications. In parallel, the new video codec enhancer LCEVC (Low Complexity Enhancement Video Coding) [4], designed to provide gains in speed-quality trade-offs, has recently been standardized as MPEG-5 Part 2. The core idea of LCEVC is to use any video coding standard (such as AV1) as a base encoder at a lower resolution, and then reduce artifacts and reconstruct a full resolution output by combining the decoded low-resolution output with up to two low-complexity reconstruction enhancement sub-layers of the residual data. This paper starts by applying LCEVC to SVT-AV1 [5], as well as x264 [6] and x265 [7], while using two of the approaches presented in [1] to evaluate the resulting compression efficiency vs cycles trade-offs. The paper then discusses the benefits of LCEVC towards higher playback speed and lower battery power consumption when using AV1 software decoding. Results show that, with fast-encoding parameter selection using the discrete convex hull methodology, LCEVC improves the quality-cycles trade-offs for all the tested codecs and across the full complexity range. In the case of SVT-AV1, LCEVC yields a ~40% reduction in computations while achieving the same quality levels according to VMAF_NEG [8]. LCEVC also enlarges the set of mobile devices capable of playing HD as well as high-frame-rate content encoded with AV1 and extends mobile battery life by up to 50% with respect to state-of-the-art AV1 software decoding.
Conference Presentation
© (2022) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Guendalina Cobianchi, Guido Meardi, Stergios Poularakis, Alexei Walisiewicz, Omran Abdelkafi, Foued Ben Amara, Faouzi Kossentini, Cosmin Stejerean, and Hassene Tmar "Enhancing SVT-AV1 with LCEVC to improve quality-cycles trade-offs and enhance sustainability of VOD transcoding", Proc. SPIE 12226, Applications of Digital Image Processing XLV, 122260S (3 October 2022); https://doi.org/10.1117/12.2633882
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KEYWORDS
Video

Video coding

Mobile devices

Video compression

Image resolution

Video acceleration

Low bit rate video

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