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Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis †

In the last years, the need for new efficient video compression methods grown rapidly as frame resolution has increased dramatically. The Joint Collaborative Team on Video Coding (JCT-VC) effort produced in 2013 the H.265/High Efficiency Video Coding (HEVC) standard, which represents the state of th...

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Autores principales: Peloso, Riccardo, Capra, Maurizio, Sole, Luigi, Ruo Roch, Massimo, Masera, Guido, Martina, Maurizio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085551/
https://www.ncbi.nlm.nih.gov/pubmed/32143459
http://dx.doi.org/10.3390/s20051405
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author Peloso, Riccardo
Capra, Maurizio
Sole, Luigi
Ruo Roch, Massimo
Masera, Guido
Martina, Maurizio
author_facet Peloso, Riccardo
Capra, Maurizio
Sole, Luigi
Ruo Roch, Massimo
Masera, Guido
Martina, Maurizio
author_sort Peloso, Riccardo
collection PubMed
description In the last years, the need for new efficient video compression methods grown rapidly as frame resolution has increased dramatically. The Joint Collaborative Team on Video Coding (JCT-VC) effort produced in 2013 the H.265/High Efficiency Video Coding (HEVC) standard, which represents the state of the art in video coding standards. Nevertheless, in the last years, new algorithms and techniques to improve coding efficiency have been proposed. One promising approach relies on embedding direction capabilities into the transform stage. Recently, the Steerable Discrete Cosine Transform (SDCT) has been proposed to exploit directional DCT using a basis having different orientation angles. The SDCT leads to a sparser representation, which translates to improved coding efficiency. Preliminary results show that the SDCT can be embedded into the HEVC standard, providing better compression ratios. This paper presents a hardware architecture for the SDCT, which is able to work at a frequency of 188 [Formula: see text] [Formula: see text] , reaching a throughput of 3.00 GSample/s. In particular, this architecture supports 8k UltraHigh Definition (UHD) (7680 × 4320) with a frame rate of 60 [Formula: see text] , which is one of the best resolutions supported by HEVC.
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spelling pubmed-70855512020-03-23 Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis † Peloso, Riccardo Capra, Maurizio Sole, Luigi Ruo Roch, Massimo Masera, Guido Martina, Maurizio Sensors (Basel) Article In the last years, the need for new efficient video compression methods grown rapidly as frame resolution has increased dramatically. The Joint Collaborative Team on Video Coding (JCT-VC) effort produced in 2013 the H.265/High Efficiency Video Coding (HEVC) standard, which represents the state of the art in video coding standards. Nevertheless, in the last years, new algorithms and techniques to improve coding efficiency have been proposed. One promising approach relies on embedding direction capabilities into the transform stage. Recently, the Steerable Discrete Cosine Transform (SDCT) has been proposed to exploit directional DCT using a basis having different orientation angles. The SDCT leads to a sparser representation, which translates to improved coding efficiency. Preliminary results show that the SDCT can be embedded into the HEVC standard, providing better compression ratios. This paper presents a hardware architecture for the SDCT, which is able to work at a frequency of 188 [Formula: see text] [Formula: see text] , reaching a throughput of 3.00 GSample/s. In particular, this architecture supports 8k UltraHigh Definition (UHD) (7680 × 4320) with a frame rate of 60 [Formula: see text] , which is one of the best resolutions supported by HEVC. MDPI 2020-03-04 /pmc/articles/PMC7085551/ /pubmed/32143459 http://dx.doi.org/10.3390/s20051405 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Peloso, Riccardo
Capra, Maurizio
Sole, Luigi
Ruo Roch, Massimo
Masera, Guido
Martina, Maurizio
Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis †
title Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis †
title_full Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis †
title_fullStr Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis †
title_full_unstemmed Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis †
title_short Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis †
title_sort steerable-discrete-cosine-transform (sdct): hardware implementation and performance analysis †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085551/
https://www.ncbi.nlm.nih.gov/pubmed/32143459
http://dx.doi.org/10.3390/s20051405
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