Table 1 Performance evaluation for the LIVE database
From: A no-reference objective image quality metric based on perceptually weighted local noise
| Â | Metrics | PLCC | SROCC |
|---|---|---|---|
FR | DCTune [25] | 0.9288 | 0.9324 |
| Â | PQS [26] | 0.9603 | 0.9535 |
| Â | NQM [8] | 0.9885 | 0.9854 |
| Â | Fuzzy S7 [27] | 0.9038 | 0.9199 |
| Â | BSDM (S4) [28] | 0.9559 | 0.9327 |
| Â | MS-SSIM [7] | 0.9737 | 0.9805 |
| Â | IFC [9] | 0.9766 | 0.9625 |
| Â | FR-PWN (proposed) | 0.9846 | 0.9835 |
RR | QAI [29] | 0.8889 | 0.8639 |
NR | BLINDS-II(SVM) [30] | 0.9799 | 0.9691 |
| Â | BLINDS-II(Prob.) [30] | 0.9854 | 0.9783 |
| Â | HNR [31] | 0.962 | N/A |
| Â | BRISQUE [32] | 0.9851 | 0.9786 |
| Â | NIQE [33] | 0.9773 | 0.9662 |
| Â | BIQI [34] | 0.9538 | 0.9510 |
| Â | LBIQ [35] | 0.9761 | 0.9702 |
| Â | Estimated noise standard deviation | 0.9497 | 0.9713 |
| Â | NR-PWN (proposed) | 0.9770 | 0.9816 |