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Hybrid Approach for Image Compression


Affiliations
1 Department of Computer Science, Raipur Institute of Technology, Raipur, India
2 Department of Computer Science, National Institute of Technology, Raipur, India
3 Dr. C.V. Raman University Kota, India
     

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Image compression is an important problem of digital era. There are various algorithm exist for compression of images, video and audio data. The proposed work describes the algorithms for image compression using transform coding method. We propose a compression technique based on modification on discrete cosine transform and wavelet transform. In proposed method it discard less significant information in image data in order to achieve further compression with minimal effect on output image quality. The proposed method uses a hybrid approach between DCT transformation and wavelet based image compression approaches. The wavelet-based compression scheme contains transformation, quantization, and lossless entropy codingThe experimental analysis show the compressed method gives better quality of image and lower in size.

Keywords

Image Compression, DCT Compression.
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  • Hybrid Approach for Image Compression

Abstract Views: 144  |  PDF Views: 3

Authors

Ligendra Kumar Verma
Department of Computer Science, Raipur Institute of Technology, Raipur, India
Kesari Verma
Department of Computer Science, National Institute of Technology, Raipur, India
Sandip Chandrakar
Dr. C.V. Raman University Kota, India

Abstract


Image compression is an important problem of digital era. There are various algorithm exist for compression of images, video and audio data. The proposed work describes the algorithms for image compression using transform coding method. We propose a compression technique based on modification on discrete cosine transform and wavelet transform. In proposed method it discard less significant information in image data in order to achieve further compression with minimal effect on output image quality. The proposed method uses a hybrid approach between DCT transformation and wavelet based image compression approaches. The wavelet-based compression scheme contains transformation, quantization, and lossless entropy codingThe experimental analysis show the compressed method gives better quality of image and lower in size.

Keywords


Image Compression, DCT Compression.