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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Rezazadeh, S. Coulombe, S. |
| Copyright Year | 2009 |
| Description | Author affiliation: École de technologie supérieure, Université du Québec, Montréal, Canada (Rezazadeh, S.; Coulombe, S.) |
| Abstract | The Structural SIMilarity (SSIM) index is an objective metric that gives relatively accurate similarity prediction scores with reasonable complexity. In this paper, an excellent trade-off between accuracy and complexity is presented in the form of a wavelet structural similarity index (WSSI), which is more accurate and less complex than the spatial SSIM index. Like the spatial SSIM index, the WSSI has the feature of boundedness. It computes an edge structural similarity map and an approximation structural similarity map to obtain the final similarity score. A contrast map is introduced in the wavelet domain for pooling structural similarity maps. Experimental results show that the low-complexity WSSI gives a correlation coefficient of 0.9548 between objective and subjective scores, and competes with visual information fidelity (VIF) performance. |
| Starting Page | 2209 |
| Ending Page | 2212 |
| File Size | 381443 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781424456536 |
| ISSN | 15224880 |
| e-ISBN | 9781424456543 |
| e-ISBN | 9781424456550 |
| DOI | 10.1109/ICIP.2009.5413886 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2009-11-07 |
| Publisher Place | Egypt |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Discrete wavelet transforms Wavelet domain Statistics Image quality Humans Distortion measurement Filters Wavelet transforms Quality assessment Visual system wavelet transform Structural similarity image quality assessment |
| Content Type | Text |
| Resource Type | Article |
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