Image compression framework combining super-resolution and residual coding technology
A coding technology and image compression technology, applied in the image compression framework combining super-resolution and residual coding technology, in the field of image super-resolution and image compression, to achieve the effect of improving quality, improving rate-distortion performance, and high compression rate
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[0018] The present invention will be further explained below in conjunction with the drawings:
[0019] figure 1 , An image compression framework combining super-resolution and residual coding technology, including the following steps:
[0020] (1) Iteratively back-project and down-sample the original image to be compressed to obtain a sampled small image;
[0021] (2) Compress the small image through the JPEG2000 standard at the encoding end, and transmit the code stream and denoising side information to the decoding end;
[0022] (3) Obtain a small decoded image at the decoding end, and reconstruct the small image into a large decoded image through super resolution based on code rate classification;
[0023] (4) Combine the denoising side information to suppress the compression noise in the decoded large image and improve the quality of the decoded large image;
[0024] (5) Calculate the residual error between the decoded large image and the original image to be compressed at the encod...
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