Layered blind deconvolution with interband prediction

Hirokazu Masuda, Nobutaka Kuroki, Masahiro Numa, Kotaro Hirano · Systems and Computers in Japan · 2000

Layered blind deconvolution using interband prediction is proposed as a solution to the image recovery problem. With conventional layered blind deconvolution, it was difficult to recover high-band components after subband segmentation. With the proposed algorithm, high-band components are generated from low-band components using interband prediction, and synthesized results are used as initial images for subsequent layers, thus improving the quality of recovered images. The efficiency of interband prediction is proved through comparison in recovery performance between the proposed and conventional method. © 2000 Scripta Technica, Syst Comp Jpn, 31(3): 77–83, 2000

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