Back to Search
Start Over
An Effective Algorithm and Architecture for the High-Throughput Lossless Compression of High-Resolution Images
- Source :
- IEEE Access, Vol 7, Pp 138803-138815 (2019)
- Publication Year :
- 2019
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2019.
-
Abstract
- This paper proposes a high-throughput lossless image-compression algorithm based on Golomb–Rice coding and its hardware architecture. The proposed solution increases compression ratios (CRs) while preserving the throughput by taking advantage of a novel parallel variable-length sign coding (PVSC) algorithm that reduces the sign bits to achieve a higher CR. In addition, the proposed solution adopts and modifies the two existing compression algorithms to improve the overall compression performance. The experimental results show that the proposed solution yields an average CR of 3.12, which is higher than those achieved with the previous algorithms. The hardware implementation of the proposed solution for an $8 \times 8$ block unit achieves a throughput of 18 GBps and 24 GBps when encoding and decoding, respectively. This hardware performance is enough to handle $7680\times 4320$ @240-Hz image processing.
- Subjects :
- Lossless compression
Hardware architecture
General Computer Science
Computer science
lossless image compression
020208 electrical & electronic engineering
General Engineering
Image processing
Data_CODINGANDINFORMATIONTHEORY
02 engineering and technology
Golomb-Rice coding
UHD
Variable length coding
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
General Materials Science
lcsh:Electrical engineering. Electronics. Nuclear engineering
DDPCM
lcsh:TK1-9971
Algorithm
Decoding methods
Data compression
Subjects
Details
- ISSN :
- 21693536
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- IEEE Access
- Accession number :
- edsair.doi.dedup.....7dd367ef7d8387d3ece5ce560c3e98af