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Method and apparatus of multi-frame super resolution robust to local and global motion
Method and apparatus of multi-frame super resolution robust to local and global motion
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机译:对局部和全局运动具有鲁棒性的多帧超分辨率的方法和装置
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摘要
A method for enhancing at least one image within a series of images is provided. The method includes: selecting the series of images; upscaling each image within the series of images; selecting a reference image among the series of images; performing image registration to align series of images with the reference image; evaluating the series of aligned images for a subset of pixel locations that exhibit high cross-frame variation; performing learning processing to substantially reduce noise and exclude motion biases at the subset of pixel locations; performing pixel fusion from the series of aligned and processed images to produce the super-resolution reference image. A computer program product and an imaging system are disclosed.
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