A deblurring method for natural scene images fused with parameter-free image quality assessment
A technology for natural scene image and quality evaluation, applied in the field of image processing, it can solve the problems of poor method adaptability and difficulty in finding clear samples, so as to achieve the effect of improving quality, overcoming poor method adaptability and reducing computing scale.
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[0036] The present invention is mainly aimed at the motion blur generated in the video and image of the dynamic monitoring. For example, the vehicle-mounted camera is installed on a fixed platform, and the blur is mainly generated by the relative motion of the camera motion and the scene.
[0037] The present invention improves the existing deblurring process, introduces non-parametric image quality evaluation, and increases the image quality evaluation and optimization process after deconvolution, so that the optimal image quality can be recovered from a single blurred image without a clear reference image.
[0038] The present invention will be described in detail below in conjunction with examples.
[0039] 1. Variable mapping modeling based on spatial transformation;
[0040] 1.1 Analyze the cause of image blur, and construct a mathematical abstract model of the forward motion blur process according to the characteristics of the forward motion blur:
[0041]
[0042] A...
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