JOURNAL ARTICLE

Image compression using HAAR discrete wavelet transform

Abstract

Image Compression aims at minimal the Storage and for the easy transmission Without affecting pictures quality. In this paper HAAR wavelet based Discrete Wavelet Transform (DWT) is done for the effective and efficient image compression..HAAR DWT provides an easy way of compression as the coefficient are either 1 or -1.The wavelet transforms are used for the time and frequency analysis. In this paper higher compression ratio is obtained after three levels of decompositon. The decomposed can be reconstructed without appreciable loss in the original image.

Keywords:
Discrete wavelet transform Haar wavelet Image compression Wavelet Wavelet transform Second-generation wavelet transform Stationary wavelet transform Wavelet packet decomposition Artificial intelligence Data compression Lifting scheme Computer science Compression (physics) Computer vision Texture compression Mathematics Haar Image (mathematics) Image processing Materials science

Metrics

49
Cited By
3.67
FWCI (Field Weighted Citation Impact)
11
Refs
0.94
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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