DocumentCode
606948
Title
A generic psychovisual error threshold for the quantization table generation on JPEG image compression
Author
Abu, N.A. ; Ernawan, F. ; Suryana, N.
Author_Institution
Fac. of Inf. & Commun. Technol., Univ. Teknikal Malaysia Melaka, Durian Tunggal, Malaysia
fYear
2013
fDate
8-10 March 2013
Firstpage
39
Lastpage
43
Abstract
The quantization process is a main part of image compression to control visual quality and the bit rate of the image output. The JPEG quantization tables are obtained from a series of psychovisual experiments to determine a visual threshold. The visual threshold is useful in handling the intensity level of the colour image that can be perceived visually by the human visual system. This paper will investigate a psychovisual error threshold at DCT frequency on the grayscale image. The DCT coefficients are incremented one by one for each frequency order. Whereby, the contribution of DCT coefficients to the error reconstruction will be a primitive pyschovisual error. At certain threshold being set on this psychovisual error, the new quantization table can be generated. The experimental results show that the new quantization table from psychovisual error threshold for DCT basis functions gives better quality image at lower average bit length of Huffman code than standard JPEG image compression.
Keywords
Huffman codes; data compression; discrete cosine transforms; image coding; DCT basis function; DCT frequency; Huffman code; JPEG image compression; colour image; generic psychovisual error threshold; grayscale image; image output bit rate; intensity level; quantization table generation; visual quality; Discrete cosine transforms; Gray-scale; Image coding; Image reconstruction; Quantization (signal); Transform coding; Visualization; JPEG image compression; discrete Cosine transform; psychovisual error thresholds; quantization table;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and its Applications (CSPA), 2013 IEEE 9th International Colloquium on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4673-5608-4
Type
conf
DOI
10.1109/CSPA.2013.6530010
Filename
6530010
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