Research Article
Blind Stereo Image Quality Evaluation Based on Convolutional Network and Saliency Weighting
Table 3
Comparison of the results of the proposed method and several other methods in terms of the PLCC coefficient of performance.
| Databases | Distortion | FR | Blind | SSIM | FSIM | GMSD | Chen | Bensalma | Shao | Proposed |
| LIVE 3D Phase I | JP2K | 0.868 | 0.937 | 0.928 | 0.855 | 0.848 | 0.872 | 0.908 | JPEG | 0.496 | 0.601 | 0.652 | 0.476 | 0.376 | 0.597 | 0.622 | WN | 0.938 | 0.931 | 0.947 | 0.9533 | 0.914 | 0.916 | 0.941 | Gblur | 0.912 | 0.933 | 0.938 | 0.939 | 0.916 | 0.923 | 0.915 | ALL | 0.899 | 0.936 | 0.943 | 0.929 | 0.895 | 0.899 | 0.913 |
| LIVE 3D Phase II-symmetric | JP2K | 0.8162 | 0.8183 | 0.875 | 0.670 | 0.690 | 0.903 | 0.898 | JPEG | 0.6770 | 0.8456 | 0.844 | 0.601 | 0.551 | 0.873 | 0.890 | WN | 0.9749 | 0.9630 | 0.961 | 0.946 | 0.936 | 0.917 | 0.982 | GBLUR | 0.8325 | 0.8638 | 0.928 | 0.918 | 0.953 | 0.977 | 0.953 | ALL | 0.7326 | 0.8301 | 0.925 | 0.814 | 0.823 | 0.912 | 0.918 |
| LIVE 3D Phase II-asymmetric | JP2K | 0.676 | 0.785 | 0.868 | 0.722 | 0.619 | 0.789 | 0.876 | JPEG | 0.685 | 0.796 | 0.869 | 0.564 | 0.631 | 0.705 | 0.699 | WN | 0.823 | 0.941 | 0.916 | 0.945 | 0.933 | 0.924 | 0.965 | GBLUR | 0.840 | 0.888 | 0.741 | 0.692 | 0.862 | 0.855 | 0.951 | ALL | 0.750 | 0.678 | 0.653 | 0.634 | 0.743 | 0.565 | 0.766 |
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