High-level synthesis implementation of transform-exempted SATD architectures for low-power video coding

Tero Partanen; Ari Lemmetti; Panu Sjövall; Jarno Vanne

doi:10.1109/ISCAS51556.2021.9401399

High-level synthesis implementation of transform-exempted SATD architectures for low-power video coding

Tero Partanen, Ari Lemmetti, Panu Sjövall, Jarno Vanne

Computing Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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Abstract

This paper presents the first known high-level synthesis (HLS) implementation for the Sum of Absolute Transformed Differences (SATD) calculation. The proposed hardware architecture is designed for two SATD algorithms: a widespread Fast Walsh-Hadamard Transform (FWHT-SATD) and a recently introduced Transform Exempted scheme (TE-SATD). This 2-stage architecture is made up of two 1-D Walsh-Hadamard Transform (WHT) stages and a transpose buffer (TB) between them. The chosen HLS approach cuts down design time over contemporary design methods and thereby made it feasible to implement a set of dedicated FWHT-SATD and TE-SATD architectures for 4×4, 8×8, and 16×16 pixel blocks. All these six architectures were synthesized for 28 nm and 45 nm standard cell technologies, and their area and energy consumptions were analysed. TE-based implementations provide 6.0-8.3% total cell area savings and 6.9-12.7% better energy-efficiency than traditional FWHT approaches. Our proposal is the first to introduce TE-SATD architectures for up to 16×16 blocks and each of these tailored architectures was shown to provide better trade-off between silicon area and performance than their reference implementations.

Original language	English
Title of host publication	2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings
Publisher	IEEE
Number of pages	5
ISBN (Print)	9781728192017
DOIs	https://doi.org/10.1109/ISCAS51556.2021.9401399
Publication status	Published - 2021
Publication type	A4 Article in conference proceedings
Event	IEEE International Symposium on Circuits and Systems - Daegu, Korea, Republic of Duration: 22 May 2021 → 28 May 2021

Publication series

Name	IEEE International Symposium on Circuits and Systems proceedings
ISSN (Print)	0271-4302
ISSN (Electronic)	2158-1525

Conference

Conference	IEEE International Symposium on Circuits and Systems
Country/Territory	Korea, Republic of
City	Daegu
Period	22/05/21 → 28/05/21

Keywords

Hadamard transform
High-level synthesis (HLS)
Low-power hardware design
Sum of absolute transformed differences (SATD)
Video coding

Publication forum classification

Publication forum level 1

ASJC Scopus subject areas

Electrical and Electronic Engineering

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1109/ISCAS51556.2021.9401399

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Accepted author manuscript, 229 KB

http://urn.fi/URN:NBN:fi:tuni-202109107044

Cite this

Partanen, T., Lemmetti, A., Sjövall, P., & Vanne, J. (2021). High-level synthesis implementation of transform-exempted SATD architectures for low-power video coding. In 2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings [9401399] (IEEE International Symposium on Circuits and Systems proceedings). IEEE. https://doi.org/10.1109/ISCAS51556.2021.9401399

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title = "High-level synthesis implementation of transform-exempted SATD architectures for low-power video coding",

abstract = "This paper presents the first known high-level synthesis (HLS) implementation for the Sum of Absolute Transformed Differences (SATD) calculation. The proposed hardware architecture is designed for two SATD algorithms: a widespread Fast Walsh-Hadamard Transform (FWHT-SATD) and a recently introduced Transform Exempted scheme (TE-SATD). This 2-stage architecture is made up of two 1-D Walsh-Hadamard Transform (WHT) stages and a transpose buffer (TB) between them. The chosen HLS approach cuts down design time over contemporary design methods and thereby made it feasible to implement a set of dedicated FWHT-SATD and TE-SATD architectures for 4×4, 8×8, and 16×16 pixel blocks. All these six architectures were synthesized for 28 nm and 45 nm standard cell technologies, and their area and energy consumptions were analysed. TE-based implementations provide 6.0-8.3% total cell area savings and 6.9-12.7% better energy-efficiency than traditional FWHT approaches. Our proposal is the first to introduce TE-SATD architectures for up to 16×16 blocks and each of these tailored architectures was shown to provide better trade-off between silicon area and performance than their reference implementations.",

keywords = "Hadamard transform, High-level synthesis (HLS), Low-power hardware design, Sum of absolute transformed differences (SATD), Video coding",

author = "Tero Partanen and Ari Lemmetti and Panu Sj{\"o}vall and Jarno Vanne",

note = "JUFOID=65438 Funding Information: This work was supported in part by the European ECSEL project ADACORSA (under the grant agreement 876019). Publisher Copyright: {\textcopyright} 2021 IEEE; IEEE International Symposium on Circuits and Systems ; Conference date: 22-05-2021 Through 28-05-2021",

year = "2021",

doi = "10.1109/ISCAS51556.2021.9401399",

language = "English",

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Partanen, T, Lemmetti, A, Sjövall, P & Vanne, J 2021, High-level synthesis implementation of transform-exempted SATD architectures for low-power video coding. in 2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings., 9401399, IEEE International Symposium on Circuits and Systems proceedings, IEEE, IEEE International Symposium on Circuits and Systems, Daegu, Korea, Republic of, 22/05/21. https://doi.org/10.1109/ISCAS51556.2021.9401399

High-level synthesis implementation of transform-exempted SATD architectures for low-power video coding. / Partanen, Tero; Lemmetti, Ari; Sjövall, Panu et al.
2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings. IEEE, 2021. 9401399 (IEEE International Symposium on Circuits and Systems proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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T1 - High-level synthesis implementation of transform-exempted SATD architectures for low-power video coding

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AU - Lemmetti, Ari

AU - Sjövall, Panu

AU - Vanne, Jarno

PY - 2021

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N2 - This paper presents the first known high-level synthesis (HLS) implementation for the Sum of Absolute Transformed Differences (SATD) calculation. The proposed hardware architecture is designed for two SATD algorithms: a widespread Fast Walsh-Hadamard Transform (FWHT-SATD) and a recently introduced Transform Exempted scheme (TE-SATD). This 2-stage architecture is made up of two 1-D Walsh-Hadamard Transform (WHT) stages and a transpose buffer (TB) between them. The chosen HLS approach cuts down design time over contemporary design methods and thereby made it feasible to implement a set of dedicated FWHT-SATD and TE-SATD architectures for 4×4, 8×8, and 16×16 pixel blocks. All these six architectures were synthesized for 28 nm and 45 nm standard cell technologies, and their area and energy consumptions were analysed. TE-based implementations provide 6.0-8.3% total cell area savings and 6.9-12.7% better energy-efficiency than traditional FWHT approaches. Our proposal is the first to introduce TE-SATD architectures for up to 16×16 blocks and each of these tailored architectures was shown to provide better trade-off between silicon area and performance than their reference implementations.

AB - This paper presents the first known high-level synthesis (HLS) implementation for the Sum of Absolute Transformed Differences (SATD) calculation. The proposed hardware architecture is designed for two SATD algorithms: a widespread Fast Walsh-Hadamard Transform (FWHT-SATD) and a recently introduced Transform Exempted scheme (TE-SATD). This 2-stage architecture is made up of two 1-D Walsh-Hadamard Transform (WHT) stages and a transpose buffer (TB) between them. The chosen HLS approach cuts down design time over contemporary design methods and thereby made it feasible to implement a set of dedicated FWHT-SATD and TE-SATD architectures for 4×4, 8×8, and 16×16 pixel blocks. All these six architectures were synthesized for 28 nm and 45 nm standard cell technologies, and their area and energy consumptions were analysed. TE-based implementations provide 6.0-8.3% total cell area savings and 6.9-12.7% better energy-efficiency than traditional FWHT approaches. Our proposal is the first to introduce TE-SATD architectures for up to 16×16 blocks and each of these tailored architectures was shown to provide better trade-off between silicon area and performance than their reference implementations.

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KW - High-level synthesis (HLS)

KW - Low-power hardware design

KW - Sum of absolute transformed differences (SATD)

KW - Video coding

U2 - 10.1109/ISCAS51556.2021.9401399

DO - 10.1109/ISCAS51556.2021.9401399

M3 - Conference contribution

AN - SCOPUS:85108999723

SN - 9781728192017

T3 - IEEE International Symposium on Circuits and Systems proceedings

BT - 2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings

PB - IEEE

T2 - IEEE International Symposium on Circuits and Systems

Y2 - 22 May 2021 through 28 May 2021

ER -

High-level synthesis implementation of transform-exempted SATD architectures for low-power video coding

Abstract

Publication series

Conference

Keywords

Publication forum classification

ASJC Scopus subject areas

UN SDGs

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Cite this