DocumentCode :
1911107
Title :
Performance evaluation of image compression techniques
Author :
Kumar, Vinod ; Kumar, Asheesh ; Bhardwaj, Abhishek
Author_Institution :
Dept. of Comput. Eng., Delhi Technol. Univ., Delhi, India
fYear :
2012
fDate :
15-16 March 2012
Firstpage :
447
Lastpage :
450
Abstract :
The purpose of image compression is to achieve a very squat bit rate representation, while preserving a soaring visual quality of decompressed images. Compression reduces the storage and finds its potency and limitations. Transmission burdens of raw information by reducing the ubiquitous redundancy without losing its entropy significantly. The image manipulation that occupies a significant position in multimedia technology necessitated the development of JPEG compression technique, which has proved its usefulness until recently; to minimize the blocking artifact, inherently present in JPEG at higher compression ratios. In this work, a new approach to JPEG compression technique is proposed that enhanced the compression performances in comparison with aforesaid JPEG techniques. The new technique considers DCT, SVD, and BTC. A rigorous comparison of the various compressions through quality components (PSNR, MSE).
Keywords :
block codes; discrete cosine transforms; entropy; image coding; image representation; performance evaluation; redundancy; singular value decomposition; BTC; DCT; JPEG compression technique; SVD; compression performance; entropy; high compression ratio; image decompression reduction technique; image manipulation; multimedia technology; performance evaluation; squat bit rate representation; transmission burden; ubiquitous redundancy; visual quality; Educational institutions; PSNR; Quantization; Block Truncation Code (BTC); Discrete cosinetransform (DCT); Singular Value Decomposition (SVD); Standard Deviation (STD);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Devices, Circuits and Systems (ICDCS), 2012 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4577-1545-7
Type :
conf
DOI :
10.1109/ICDCSyst.2012.6188797
Filename :
6188797
Link To Document :
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