A No-reference Blurred Distortion Stereo Image Quality Evaluation Method
A stereoscopic image, fuzzy distortion technology, applied in the direction of image analysis, image data processing, character and pattern recognition, etc., can solve the problems of high computational complexity and unsuitable application occasions, and achieve the goal of reducing computational complexity and good consistency Effect
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[0044] The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments.
[0045] A method for evaluating the quality of a three-dimensional image without reference fuzzy distortion proposed by the present invention, its overall realization block diagram is as follows figure 1 As shown, it includes two processes of training phase and testing phase: in the training phase, multiple original undistorted stereo images and corresponding blurred and distorted stereo images are selected to form a training image set, and then the dictionary training operation is performed using the Fast-ICA method, Construct the visual dictionary table of each image in the training image set; by calculating the distance between each original undistorted stereo image in the training image set and the visual dictionary table of the corresponding fuzzy and distorted stereo image, construct the visual dictionary table of each pair of distorted st...
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