pone.0276373.g007.tif (1.59 MB)
Gaussian deblurring results for standard deviation 1.6 and noise level 2 on ‘kodim19’ image from Kodak24 dataset.
figure
posted on 2022-11-04, 17:24 authored by Ting Lv, Zhenkuan Pan, Weibo Wei, Guangyu Yang, Jintao Song, Xuqing Wang, Lu Sun, Qian Li, Xiatao Sun(a) original. (b) IRCNN (33.25). (c) DPIR (32.64). (d) DPDNN (33.04). (e) FIDNN (33.34).
History
Usage metrics
Categories
Keywords
received considerable attentionproximal gradient descentposed inverse problemsdesigned making useadaptive feature refinementdeep neural networksalgorithm unfolding networksproposed unfolding dnnart networksxlink ">variational modelssolving illseveral statesecond oneprevious unovel endmomentum factorsimage superimage restorationimage denoisingimage demosaickingfirst oneeasily extendeddeblurring demonstratecompetitive performancesaccelerated version
