DocumentCode :
390069
Title :
Visual quality improvement of image subband coder with dithering
Author :
Ashourian, Mohsen ; Ho, Yo-Sung
Volume :
2
fYear :
2002
fDate :
28-31 Oct. 2002
Firstpage :
869
Abstract :
This paper investigates effect of dithering in improving the visual quality of an image subband coder. A subband coder with scalar quantization of lowest frequency subband and pyramid vector quantization of high frequency subbands was simulated. For subband quantizer both types of subtractive and non-subtractive dither were examined, and the coder performance was compared with the non-modified coder by subjective and objective tests. In a series of pair comparison subjective tests, coder with subtractive dither gained a total average score of 0.32 (in the scaled range of [-1,1]) and the coder with non-subtractive dither gained an average score of 0.24 compared to non-dithered coder. As an objective measure the correlation between reconstruction error and original image was calculated, which shows that dithering will result an average of 10 percent reduction in case of non-subtractive dither and 12 percent reduction for subtractive dither.
Keywords :
correlation methods; image coding; image reconstruction; vector quantisation; coder performance; high frequency subbands; image coding; image compression; image subband coder; low frequency subband; nonmodified coder; nonsubtractive dither; objective measure; objective tests; pyramid vector quantization; reconstruction error correlation; scalar quantization; subjective tests; subtractive dither; visual image quality improvement; Decoding; Encoding; Frequency; Image coding; Image reconstruction; Laplace equations; Lattices; Phase change materials; Testing; Vector quantization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering
Print_ISBN :
0-7803-7490-8
Type :
conf
DOI :
10.1109/TENCON.2002.1180258
Filename :
1180258
Link To Document :
بازگشت