Robust Decoder Hardware System Improvements for Tuned Predictions

To deliver UHD video services on portable devices with limited battery power, it's crucial to develop multi-core-based, dedicated HEVC hardware decoders that support tile- and wavefront-based parallel processing. This approach divides each frame into multiple picture partitions, which can then be processed simultaneously by multiple hardware decoder cores. However, parallelizing in-loop filtering (ILF) at tile boundaries proves challenging for multi-core HEVC hardware decoders due to the data dependency between samples across different tiles. Distributed Video Coding (DVC) shifts the computational complexity of traditional video coding from the encoder to the decoder, aiming to address the complex nature of the mode decision (MD) algorithm in H.264/AVC video coding. The goal was to transfer the MD algorithm from the encoder to the decoder. In this review, we present a proficient control technique for ILF across tile limits in multi-center HEVC equipment decoders. A decoder core can continue processing the subsequent coding tree unit (CTU) without waiting for other decoders to finish their ILF processing for neighboring CTUs in other tiles thanks to our approach, which eliminates the need for additional in-loop filters for ILF across tile boundaries.

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Publication Details

Journal
International Journal of Science and Research (IJSR)
Published
2024-10-05
DOI
https://doi.org/10.21275/sr241023062322
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
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article

Robust Decoder Hardware System Improvements for Tuned Predictions

Apoorva Reddy Proddutoori
International Journal of Science and Research (IJSR)
Neural Networks and Applications
article

Robust Decoder Hardware System Improvements for Tuned Predictions

Apoorva Reddy Proddutoori
article en

Abstract

To deliver UHD video services on portable devices with limited battery power, it's crucial to develop multi-core-based, dedicated HEVC hardware decoders that support tile- and wavefront-based parallel processing. This approach divides each frame into multiple picture partitions, which can then be processed simultaneously by multiple hardware decoder cores. However, parallelizing in-loop filtering (ILF) at tile boundaries proves challenging for multi-core HEVC hardware decoders due to the data dependency between samples across different tiles. Distributed Video Coding (DVC) shifts the computational complexity of traditional video coding from the encoder to the decoder, aiming to address the complex nature of the mode decision (MD) algorithm in H.264/AVC video coding. The goal was to transfer the MD algorithm from the encoder to the decoder. In this review, we present a proficient control technique for ILF across tile limits in multi-center HEVC equipment decoders. A decoder core can continue processing the subsequent coding tree unit (CTU) without waiting for other decoders to finish their ILF processing for neighboring CTUs in other tiles thanks to our approach, which eliminates the need for additional in-loop filters for ILF across tile boundaries.

International Journal of Science and Research (IJSR)Vol. 13(10)
Affordable and clean energy
Openalex Percentile: Top 83%
Neural Networks and Applications
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Robust Decoder Hardware System Improvements for Tuned Predictions — Apoorva Reddy Proddutoori · International Journal of Science and Research (IJSR) (2024) | TGRS Research Map | TGRS