Split Bregman Iteration Algorithm for Image Deblurring Using Fourth-Order Total Bounded Variation Regularization Model

<div class="floats-full-page floats-full-page-other"><h2>Table 1</h2><div class="floats-full-page-caption">Computational cost, ISNR value, and MSE value for different deblur cases.</div><div class="floats-full-page-content"><table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="9"><hr /></td></tr><tr class="thead"><td align="left" rowspan="2">Blur type </td><td align="center" colspan="2"> CPU time (s) </td><td align="center" colspan="3"> ISNR (dB) </td><td align="center" colspan="3"> MSE (dB) </td></tr><tr class="thead"><td align="center"> SBI </td><td align="center"> PSBI </td><td align="center">Blurred </td><td align="center"> SBI </td><td align="center"> PSBI </td><td align="center"> Blurred </td><td align="center"> SBI </td><td align="center"> PSBI </td></tr><tr><td class="thead-hr" colspan="9"><hr /></td></tr><tr><td align="left"> Motion </td><td align="center">3.1512 </td><td align="center">4.8672 </td><td align="center"> 8.6206 </td><td align="center">21.4132 </td><td align="center">31.2089 </td><td align="center">443.8974 </td><td align="center">36.8159 </td><td align="center"> 2.9369 </td></tr><tr><td align="left"> Out-of-focus </td><td align="center">2.9952 </td><td align="center">4.3992 </td><td align="center"> 8.0647 </td><td align="center">18.7751 </td><td align="center">28.8994 </td><td align="center">501.1467 </td><td align="center">50.5383 </td><td align="center"> 4.9883 </td></tr><tr><td align="left"> Uniform  </td><td align="center">3.0264 </td><td align="center">4.8828 </td><td align="center"> 8.5342 </td><td align="center">17.4389 </td><td align="center">25.1493 </td><td align="center">449.3335 </td><td align="center">68.5647 </td><td align="center">11.7966 </td></tr><tr><td align="left"> Gaussian </td><td align="center">3.1200 </td><td align="center">7.3164 </td><td align="center"> 9.1581 </td><td align="center">16.5027 </td><td align="center">21.9641 </td><td align="center">394.0131 </td><td align="center">84.6321 </td><td align="center">24.4465 </td></tr><tr class="table-tr"><td colspan="9"><hr class="tbody-hr" /></td></tr></table></td></tr></table></div></div>

Table 1 | Split Bregman Iteration Algorithm for Image Deblurring Using Fourth-Order Total Bounded Variation Regularization Model

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Table 1: Split Bregman Iteration Algorithm for Image Deblurring Using Fourth-Order Total Bounded Variation Regularization Model

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Table 1

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