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Lossy-to-lossless image compression based on multiplier-less reversible integer time domain lapped transform
- Source :
- Signal Processing: Image Communication. 25:622-632
- Publication Year :
- 2010
- Publisher :
- Elsevier BV, 2010.
-
Abstract
- In this paper, a reversible integer to integer time domain lapped transform (RTDLT) is introduced. TDLT can be taken as a combination of time domain pre- and post-filter modules with discrete cosine transform (DCT). Different from TDLT, the filters and DCT in our proposed RTDLT are realized from integer to integer by multi-lifting implementations after factorizing the filtering and transforming matrixes into triangular elementary reversible matrices (TERMs). Lifting implementations are realized by only shift and addition without any floating-point multiplier to reduce complexity. The proposed method can realize progressive lossy-to-lossless image compression with a single bit-stream. Simulation results show that RTDLT-based compression system obtains comparable or even higher compression-ratio in lossless compression than that of JPEG2000 and JPEG-LS, as well as gratifying rate distortion performance in lossy compression. Besides, RTDLT keeps low-complexity in hardware realization because it can be parallel implemented on the block level.
- Subjects :
- Lossless compression
Data_CODINGANDINFORMATIONTHEORY
computer.file_format
Lossy compression
Rate–distortion theory
Computer Science::Multimedia
Signal Processing
JPEG 2000
Discrete cosine transform
Lapped transform
Computer Vision and Pattern Recognition
Electrical and Electronic Engineering
Algorithm
computer
Software
Data compression
Image compression
Mathematics
Subjects
Details
- ISSN :
- 09235965
- Volume :
- 25
- Database :
- OpenAIRE
- Journal :
- Signal Processing: Image Communication
- Accession number :
- edsair.doi...........bbdcb6d58b160c223016bb47bb58ac82
- Full Text :
- https://doi.org/10.1016/j.image.2010.06.001