GPU-accelerated DXT and JPEG compression schemes for
low-latency network transmissions of HD, 2K, and 4K video

J 2013

GPU-accelerated DXT and JPEG compression schemes for low-latency network transmissions of HD, 2K, and 4K video

HOLUB, Petr, Martin ŠROM, Martin PULEC, Jiří MATELA, Martin JIRMAN et. al.

Základní údaje

Originální název

GPU-accelerated DXT and JPEG compression schemes for low-latency network transmissions of HD, 2K, and 4K video

Název česky

GPU-akcelerovaná kompresní schémata JPEG a DXT pro nízkolatenční síťové přenosy HD, 2K a 4K videa

Autoři

HOLUB, Petr (203 Česká republika, garant, domácí), Martin ŠROM (203 Česká republika), Martin PULEC (203 Česká republika), Jiří MATELA (203 Česká republika, domácí) a Martin JIRMAN (203 Česká republika)

Vydání

Future Generation Computer Systems, Amsterdam, The Netherlands, Elsevier Science, 2013, 0167-739X

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Obor

10201 Computer sciences, information science, bioinformatics

Stát vydavatele

Česká republika

Utajení

není předmětem státního či obchodního tajemství

Odkazy

URL

Impakt faktor

Impact factor: 2.639

Kód RIV

RIV/00216224:14610/13:00066259

Organizační jednotka

Ústav výpočetní techniky

DOI

http://dx.doi.org/10.1016/j.future.2013.06.006

UT WoS

000326613400011

Klíčová slova anglicky

GPU-accelerated compression; Video processing; Low-latency compression; DXT1; DXT5 View the MathML sourceYView the MathML sourceCoView the MathML sourceCg ; Motion JPEG; Parallel Huffman coding; Parallel run-length coding;

Štítky

rivok

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 29. 4. 2020 21:58, doc. RNDr. Petr Holub, Ph.D.

Anotace

V originále

Low-latency transmissions of high resolution video such as HD, 2K, or 4K over both Internet and private IP networks have found a foothold in many interactive applications, ranging from collaborative environments in science and medicine to the arts and entertainment industry. In this paper we demonstrate how the power of commodity graphics processing units can be used for efficient implementation of JPEG and DXT compression. We propose an approach to fine-grained parallelization of JPEG compression and the use of auxiliary indexes for efficient decompression, which are backward compatible with the JPEG standard. In-depth performance analysis is provided to show various aspects of the proposed parallelization including the dependency on image content and on various settings of the compression algorithm, as well as the impact of compression for interactive applications in terms of end-to-end latency. The applicability of these compression schemes in medicine and cinematography has also been evaluated using double-blind ABX tests compared with uncompressed video. We describe selected successful real-world deployment use cases based on our open-source implementation within the UltraGrid framework, such as trans-Atlantic 4K interactive video streaming during the CineGrid 2011 workshop. As discussed in the paper, the proposed approaches to parallelization provide sufficient performance even for the future generation of 8K video processing systems, currently limited by availability of camera and display hardware.

Návaznosti

GAP202/12/0306, projekt VaV

Název: Dyschnet - Dynamické plánování a rozvrhování výpočetních a síťových zdrojů (Akronym: Dyschnet)

Investor: Grantová agentura ČR, Dyschnet - Dynamické plánování a rozvrhování výpočetních a síťových zdrojů

GD102/09/H042, projekt VaV

Název: Matematické a inženýrské metody pro vývoj spolehlivých a bezpečných paralelních a distribuovaných počítačových systémů

Investor: Grantová agentura ČR, Matematické a inženýrské metody pro vývoj spolehlivých a bezpečných paralelních a distribuovaných počítačových systémů

Přiložené soubory

1-s2.0-S0167739X13001209-main.pdf

Požádat o autorskou verzi souboru

Citovat

HOLUB, Petr, Martin ŠROM, Martin PULEC, Jiří MATELA a Martin JIRMAN. GPU-accelerated DXT and JPEG compression schemes for low-latency network transmissions of HD, 2K, and 4K video. Future Generation Computer Systems. Amsterdam, The Netherlands: Elsevier Science, 2013, roč. 29, č. 8, s. 1991-2006. ISSN 0167-739X. Dostupné z: https://dx.doi.org/10.1016/j.future.2013.06.006.

@article{1116913,
   author = {Holub, Petr and Šrom, Martin and Pulec, Martin and Matela, Jiří and Jirman, Martin},
   article_location = {Amsterdam, The Netherlands},
   article_number = {8},
   doi = {http://dx.doi.org/10.1016/j.future.2013.06.006},
   keywords = {GPU-accelerated compression; Video processing; Low-latency compression; DXT1; DXT5 View the MathML sourceYView the MathML sourceCoView the MathML sourceCg ; Motion JPEG; Parallel Huffman coding; Parallel run-length coding;},
   language = {eng},
   issn = {0167-739X},
   journal = {Future Generation Computer Systems},
   title = {GPU-accelerated DXT and JPEG compression schemes for low-latency network transmissions of HD, 2K, and 4K video},
   url = {https://www.sciencedirect.com/science/article/pii/S0167739X13001209?np=y},
   volume = {29},
   year = {2013}
}

TY  - JOUR
ID  - 1116913
AU  - Holub, Petr - Šrom, Martin - Pulec, Martin - Matela, Jiří - Jirman, Martin
PY  - 2013
TI  - GPU-accelerated DXT and JPEG compression schemes for low-latency network transmissions of HD, 2K, and 4K video
JF  - Future Generation Computer Systems
VL  - 29
IS  - 8
SP  - 1991-2006
EP  - 1991-2006
PB  - Elsevier Science
SN  - 0167739X
KW  - GPU-accelerated compression
KW  - Video processing
KW  - Low-latency compression
KW  - DXT1
KW  - DXT5 View the MathML sourceYView the MathML sourceCoView the MathML sourceCg
KW  - Motion JPEG
KW  - Parallel Huffman coding
KW  - Parallel run-length coding;
UR  - https://www.sciencedirect.com/science/article/pii/S0167739X13001209?np=y
L2  - https://www.sciencedirect.com/science/article/pii/S0167739X13001209?np=y
N2  - Low-latency transmissions of high resolution video such as HD, 2K, or 4K over both Internet and private IP networks have found a foothold in many interactive applications, ranging from collaborative environments in science and medicine to the arts and entertainment industry. In this paper we demonstrate how the power of commodity graphics processing units can be used for efficient implementation of JPEG and DXT compression. We propose an approach to fine-grained parallelization of JPEG compression and the use of auxiliary indexes for efficient decompression, which are backward compatible with the JPEG standard. In-depth performance analysis is provided to show various aspects of the proposed parallelization including the dependency on image content and on various settings of the compression algorithm, as well as the impact of compression for interactive applications in terms of end-to-end latency. The applicability of these compression schemes in medicine and cinematography has also been evaluated using double-blind ABX tests compared with uncompressed video. We describe selected successful real-world deployment use cases based on our open-source implementation within the UltraGrid framework, such as trans-Atlantic 4K interactive video streaming during the CineGrid 2011 workshop. As discussed in the paper, the proposed approaches to parallelization provide sufficient performance even for the future generation of 8K video processing systems, currently limited by availability of camera and display hardware.
ER  -

HOLUB, Petr, Martin ŠROM, Martin PULEC, Jiří MATELA a Martin JIRMAN. GPU-accelerated DXT and JPEG compression schemes for low-latency network transmissions of HD, 2K, and 4K video. \textit{Future Generation Computer Systems}. Amsterdam, The Netherlands: Elsevier Science, 2013, roč.~29, č.~8, s.~1991-2006. ISSN~0167-739X. Dostupné z: https://dx.doi.org/10.1016/j.future.2013.06.006.

Podrobný výpis o publikaci