A wavelet-based image quality assessment method

Publication Type:
Journal Article
Citation:
International Journal of Wavelets, Multiresolution and Information Processing, 2008, 6 (4), pp. 541 - 551
Issue Date:
2008-07-01
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Image quality is a key characteristic in image processing, 10,11 image retrieval, 12,13 and biometrics. 14 In this paper, a novel reduced-reference image quality assessment method is proposed based on wavelet transform. By simulating the human visual system, we take the variance of the visual sensitive coefficients into account to measure a distorted image. The computational complexity of the proposed method is much lower compared with some existing methods. Experimental results demonstrate its advantages in terms of correlation coefficient, outlier ratio, transmitted information, and CPU cost. Moreover, it is also illustrated that the proposed method has a good accordance with human subjective perception. © World Scientific Publishing Company.
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