Real-time 16K video coding on a GPU with complexity scalable BPC-PaCo

dc.contributor.author
de Cea Dominguez, Carlos
dc.contributor.author
Moure, Juan C.
dc.contributor.author
Bartrina-Rapesta, Joan
dc.contributor.author
Aulí Llinàs, Francesc
dc.date.issued
2021
dc.identifier
https://ddd.uab.cat/record/250686
dc.identifier
urn:10.1016/j.image.2021.116503
dc.identifier
urn:oai:ddd.uab.cat:250686
dc.identifier
urn:scopus_id:85115402310
dc.identifier
urn:articleid:09235965v99a116503
dc.identifier
urn:oai:egreta.uab.cat:publications/6d2bae28-fa53-446a-a3c0-3df92136a6fe
dc.description.abstract
Altres ajuts: acords transformatius de la UAB
dc.description.abstract
The advent of new technologies such as high dynamic range or 8K screens has enhanced the quality of digital images but it has also increased the codecs' computational demands to process such data. This paper presents a video codec that, while providing the same coding features and performance as those of JPEG2000, can process 16K video in real time using a consumer-grade GPU. This high throughput is achieved with a technique that introduces complexity scalability to a bitplane coding engine, which is the most computationally complex stage of the coding pipeline. The resulting codec can trade throughput for coding performance depending on the user's needs. Experimental results suggest that our method can double the throughput achieved by CPU implementations of the recently approved High-Throughput JPEG2000 and by hardwired implementations of HEVC in a GPU.
dc.format
application/pdf
dc.language
eng
dc.publisher
dc.relation
Agencia Estatal de Investigación TIN2017-84553-C2-1-R
dc.relation
Agencia Estatal de Investigación RTI2018-095287-B-I00
dc.relation
Agència de Gestió d'Ajuts Universitaris i de Recerca 2017/SGR-313
dc.relation
Agència de Gestió d'Ajuts Universitaris i de Recerca 2017/SGR-463
dc.relation
Signal Processing: Image Communication ; Vol. 99 (November 2021), art. 116503
dc.rights
open access
dc.rights
Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades.
dc.rights
https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject
High throughput image and video coding
dc.subject
GPU
dc.subject
CUDA
dc.subject
JPEG2000
dc.subject
HTJ2K
dc.title
Real-time 16K video coding on a GPU with complexity scalable BPC-PaCo
dc.type
Article


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