No-reference image quality evaluating method on basis of contourlet transform domain image energy features
A reference image and quality evaluation technology, applied in the field of image processing, can solve problems such as poor effects, and achieve simple and consistent results
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[0029] The present invention will be further described below in conjunction with the accompanying drawings and examples. The evaluation method involving no reference image quality can be used to evaluate the degree of image alteration in image and video related applications. The non-reference image quality evaluation method based on the image features of the Contourlet transform domain of the present invention, according to the approximate linear law presented by the natural image in the Contourlet transform domain between different sub-band energy features, utilizes the high-scale energy features with small changes in the distorted image. Predict the low-scale energy features of the ideal image, and then measure the quality of the distorted image by the difference between these predicted values and the actual value, and perform energy compensation for some inapplicable alteration types. The specific process is as figure 1 shown.
[0030] (1) Select N (N≥5) high-quality id...
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