Landweber Iteration-Inspired Network for Image Super-Resolution

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Block</td><td class="align_center">Set5</td><td class="align_center">Set14</td><td class="align_center">B100</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">ResBlock</td><td class="align_center">23.07/0.5112</td><td class="align_center">22.26/0.4875</td><td class="align_center">23.19/0.5303</td></tr><tr><td class="align_left">Land</td><td class="align_center">32.12/0.8943</td><td class="align_center">28.59/0.7824</td><td class="align_center">27.58/0.7363</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Average PSNR/SSIM results of different blocks designs with degradation model BI <span class="nowrap"><svg height="8.69875pt" id="M71" style="vertical-align:-0.3499298pt" version="1.1" viewbox="-0.0498162 -8.34882 14.0226 8.69875" width="14.0226pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M528 54L331 254L528 455L492 493L294 291L96 493L60 455L257 254L60 54L96 16L294 217L492 16L528 54Z"></path></g><g transform="matrix(.013,0,0,-0.013,7.631,0)"><path d="M456 178V225H360V632H320C217 496 115 347 20 206V178H280V106C280 40 276 34 189 27V0H445V27C364 34 360 39 360 106V178H456ZM280 225H82C149 335 214 431 278 520H280V225Z"></path></g></svg>.</span></div>

Mathematical Problems in Engineering

Landweber Iteration-Inspired Network for Image Super-Resolution

Table 3