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Provenience of Hybrid Transform for Image Compression using Extended Huffman Compression
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 97 - Number 18 |
| Year of Publication: 2014 |
| Authors: Anu Jain, Alok Jain |
10.5120/17106-7748
|
Anu Jain, Alok Jain . Provenience of Hybrid Transform for Image Compression using Extended Huffman Compression. International Journal of Computer Applications. 97, 18 ( July 2014), 21-26. DOI=10.5120/17106-7748
Abstract
Image compression is a technique to reduce irrelevance and redundancy of the image data in order to be able to store or transmit data in an efficient form. This paper presents a peculiar Hybrid Transform genesis technique for image compression using two orthogonal transforms. The concept of hybrid transform is to combine the attributes of two different orthogonal transform wavelet to attain the vitality of both the transform wavelet. Discrete Cosine transform, Discrete Hartley transform, Discrete Walsh transform and Discrete Kekre Transform all are lossy compression techniques has been used. Also introduced a combination of Huffman and Run length Encoding techniques referred here as Extended Huffman coding which is lossless compression techniques to enhance compression ratio. The result has shown that hybrid transform performance is better than wavelet transforms.
References
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