Skip to main content

Table 2 SSIM valves in dB for testing image by different algorithms at the ratio MR=0.25,0.1,0.04, and 0.01 (Continued)

From: Cascaded reconstruction network for compressive image sensing

Image name Algorithm SSIM (without applying BM3D)
   MR=0.25 MR=0.10 MR=0.04 MR=0.01
Barbara ReconNet 0.6829 0.5732 0.4803 0.3712
  DR2-Net 0.7991 0.6364 0.5133 0.3822
  CSRNet 0.8024 0.6312 0.5275 0.3957
  ASRNet 0.8075 0.7086 0.6213 0.4665
Fingerprint ReconNet 0.9505 0.8026 0.4918 0.1656
  DR2-Net 0.9672 0.8576 0.5491 0.1843
  CSRNet 0.9635 0.8259 0.5278 0.1802
  ASRNet 0.9797 0.9579 0.7938 0.1818
Flinstones ReconNet 0.8553 0.6889 0.4947 0.2758
  DR2-Net 0.9279 0.7942 0.5536 0.2959
  CSRNet 0.9174 0.7765 0.5743 0.2965
  ASRNet 0.9516 0.9262 0.7735 0.4408
Lena ReconNet 0.7784 0.6546 0.5650 0.4390
  DR2-Net 0.8540 0.7303 0.6244 0.4529
  CSRNet 0.8632 0.7508 0.6471 0.4872
  ASRNet 0.8871 0.8398 0.7440 0.5684
Monarch ReconNet 0.7808 0.6494 0.5199 0.3767
  DR2-Net 0.8682 0.7401 0.5783 0.3899
  CSRNet 0.8691 0.7419 0.5896 0.4032
  ASRNet 0.8974 0.8618 0.7506 0.4769
Parrots ReconNet 0.8099 0.7142 0.6315 0.5324
  DR2-Net 0.8677 0.7709 0.6741 0.5615
  CSRNet 0.8868 0.8032 0.7180 0.6097
  ASRNet 0.9019 0.8730 0.7989 0.6790
Boats ReconNet 0.7838 0.6454 0.5277 0.4063
  DR2-Net 0.8612 0.7281 0.5876 0.4256
  CSRNet 0.8628 0.7198 0.5784 0.4365
  ASRNet 0.8842 0.8266 0.6937 0.5054
Cameraman ReconNet 0.7165 0.6193 0.5317 0.4495
  DR2-Net 0.7935 0.6872 0.5906 0.4777
  CSRNet 0.8043 0.6846 0.6048 0.5053
  ASRNet 0.8213 0.7932 0.7014 0.5696
Foreman ReconNet 0.8469 0.7698 0.6802 0.5810
  DR2-Net 0.9028 0.8360 0.7506 0.6220
  CSRNet 0.9172 0.8598 0.7813 0.6541
  ASRNet 0.9280 0.9048 0.8470 0.7247
House ReconNet 0.7832 0.6933 0.6121 0.5286
  DR2-Net 0.8459 0.7617 0.6753 0.5540
  CSRNet 0.8593 0.7785 0.6943 0.5805
  ASRNet 0.8751 0.8434 0.7695 0.6296
Peppers ReconNet 0.7488 0.6351 0.5315 0.4222
  DR2-Net 0.8232 0.7042 0.5832 0.4365
  CSRNet 0.8271 0.7219 0.6195 0.4747
  ASRNet 0.8605 0.8386 0.7549 0.5607
Mean SSIM ReconNet 0.7942 0.6769 0.5515 0.4135
  DR2-Net 0.8646 0.7497 0.6073 0.4348
  CSRNet 0.8703 0.7540 0.6239 0.4567
  ASRNet 0.8904 0.8522 0.7499 0.5276
  1. “MEAN SSIM” is the mean SSIM values among all 11 testing images