Research Article
A Simple Quality Assessment Index for Stereoscopic Images Based on 3D Gradient Magnitude
Table 3
Performance comparison of the eight schemes on each individual distortion type in terms of SRCC.
| ā | Criteria | PSNR | SSIM | MS-SSIM | Benoit [13] | You [14] | Bensalma [17] | Chen [18] | Shao [20] | Proposed |
| NBU | JPEG | 0.8808 | 0.8770 | 0.9505 | 0.8218 | 0.8275 | 0.9148 | 0.9555 | 0.9489 | 0.9379 | JP2K | 0.8827 | 0.8528 | 0.9420 | 0.7710 | 0.7676 | 0.9508 | 0.9456 | 0.9309 | 0.9434 | Gblur | 0.9331 | 0.9324 | 0.9695 | 0.8847 | 0.9347 | 0.9559 | 0.9691 | 0.9510 | 0.9609 | WN | 0.9278 | 0.8816 | 0.9009 | 0.8882 | 0.8363 | 0.9157 | 0.9096 | 0.9336 | 0.9436 | H246 | 0.8716 | 0.8671 | 0.9493 | 0.7652 | 0.7880 | 0.9379 | 0.9502 | 0.9470 | 0.9349 |
| LIVE I | JPEG | 0.2048 | 0.4554 | 0.5992 | 0.4755 | 0.6034 | 0.3282 | 0.4349 | 0.6148 | 0.6342 | JP2K | 0.8010 | 0.8669 | 0.8890 | 0.8667 | 0.8983 | 0.8170 | 0.8712 | 0.8752 | 0.8938 | Gblur | 0.9019 | 0.8985 | 0.9241 | 0.8790 | 0.9322 | 0.9179 | 0.9208 | 0.9375 | 0.9120 | WN | 0.9316 | 0.9378 | 0.9435 | 0.9388 | 0.9396 | 0.9054 | 0.9386 | 0.9431 | 0.9233 | FF | 0.5874 | 0.6254 | 0.7293 | 0.6105 | 0.8172 | 0.6500 | 0.7477 | 0.7814 | 0.7391 |
| LIVE II-S | JPEG | 0.3231 | 0.7179 | 0.8432 | 0.8156 | 0.8939 | 0.4996 | 0.6304 | 0.8287 | 0.9285 | JP2K | 0.5547 | 0.7260 | 0.7826 | 0.8043 | 0.8956 | 0.6078 | 0.6617 | 0.9148 | 0.9026 | Gblur | 0.7165 | 0.7704 | 0.8486 | 0.7782 | 0.9139 | 0.8460 | 0.8449 | 0.7191 | 0.8904 | WN | 0.9000 | 0.9452 | 0.9313 | 0.9217 | 0.8904 | 0.9243 | 0.9069 | 0.9226 | 0.9374 | FF | 0.8695 | 0.9165 | 0.9591 | 0.9391 | 0.9747 | 0.9591 | 0.9565 | 0.9530 | 0.9757 |
| LIVE II-A | JPEG | 0.5737 | 0.7143 | 0.8198 | 0.7211 | 0.6894 | 0.6807 | 0.6359 | 0.6304 | 0.7449 | JP2K | 0.6076 | 0.7265 | 0.7658 | 0.7539 | 0.8727 | 0.6356 | 0.6901 | 0.7979 | 0.8206 | Gblur | 0.7943 | 0.8057 | 0.7724 | 0.8276 | 0.9100 | 0.8402 | 0.6911 | 0.7733 | 0.8694 | WN | 0.7725 | 0.8821 | 0.9330 | 0.9026 | 0.8809 | 0.9409 | 0.9292 | 0.8009 | 0.6289 | FF | 0.7659 | 0.8059 | 0.7886 | 0.8405 | 0.8913 | 0.7856 | 0.7489 | 0.7872 | 0.8850 |
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