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Wavelet image compression using sub-block DCT
- Source :
- ICON
- Publication Year :
- 2005
- Publisher :
- IEEE Comput. Soc, 2005.
-
Abstract
- A wavelet image compression method using sub-block DCT is presented. The presented method is a hybrid type of DWT and DCT. The sub-block DCT is employed to the DWT-details. DWT-details have usually zero mean and small variance and hence the sub-block DCT method is very efficient. The size of sub-block for DCT is 8/spl times/8 pixel for level 1 DWT-details and 4/spl times/4 pixel for level 2 DWT-details. The simulation examples show that the presented method gives a better picture quality that of the usual JPEG method.
- Subjects :
- Discrete wavelet transform
Modified discrete cosine transform
Pixel
business.industry
Computer science
Image quality
Stationary wavelet transform
Second-generation wavelet transform
Wavelet transform
computer.file_format
JPEG
Wavelet packet decomposition
Wavelet
Discrete cosine transform
Computer vision
Artificial intelligence
business
Quantization (image processing)
Algorithm
computer
Transform coding
Data compression
Image compression
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Proceedings. Ninth IEEE International Conference on Networks, ICON 2001.
- Accession number :
- edsair.doi...........235adba45190d0cb748902fa77362253
- Full Text :
- https://doi.org/10.1109/icon.2001.962362