No-reference quality assessment of deblocked images

作者: Leida Li , Yu Zhou , Weisi Lin , Jinjian Wu , Xinfeng Zhang

DOI: 10.1016/J.NEUCOM.2015.11.063

关键词: Computer scienceMetric (mathematics)Mean opinion scoreGround truthImage qualityDeblocking filterArtificial intelligenceBlocking (statistics)JPEGImage compressionComputer vision

摘要: … believe is also important for deblocked image quality assessment. Therefore, a NR metric for effective quality evaluation of deblocked images is needed, which is the focus of this work. …

参考文章(50)
Zhou Wang, A.C. Bovik, B.L. Evan, Blind measurement of blocking artifacts in images international conference on image processing. ,vol. 3, pp. 981- 984 ,(2000) , 10.1109/ICIP.2000.899622
Pina Marziliano, Frederic Dufaux, Stefan Winkler, Touradj Ebrahimi, Perceptual Blur and Ringing Metrics: Application to JPEG2000 Signal Processing-image Communication. ,vol. 19, pp. 163- 172 ,(2004) , 10.1016/J.IMAGE.2003.08.003
C. T. Vu, T. D. Phan, D. M. Chandler, ${\bf S}_{3}$ : A Spectral and Spatial Measure of Local Perceived Sharpness in Natural Images IEEE Transactions on Image Processing. ,vol. 21, pp. 934- 945 ,(2012) , 10.1109/TIP.2011.2169974
R. Hassen, Zhou Wang, M. M. A. Salama, Image Sharpness Assessment Based on Local Phase Coherence IEEE Transactions on Image Processing. ,vol. 22, pp. 2798- 2810 ,(2013) , 10.1109/TIP.2013.2251643
R. Mukundan, S.H. Ong, P.A. Lee, Image analysis by Tchebichef moments IEEE Transactions on Image Processing. ,vol. 10, pp. 1357- 1364 ,(2001) , 10.1109/83.941859
A. K. Moorthy, A. C. Bovik, Blind Image Quality Assessment: From Natural Scene Statistics to Perceptual Quality IEEE Transactions on Image Processing. ,vol. 20, pp. 3350- 3364 ,(2011) , 10.1109/TIP.2011.2147325
Z. Wang, A.C. Bovik, H.R. Sheikh, E.P. Simoncelli, Image quality assessment: from error visibility to structural similarity IEEE Transactions on Image Processing. ,vol. 13, pp. 600- 612 ,(2004) , 10.1109/TIP.2003.819861
N. D. Narvekar, L. J. Karam, A No-Reference Image Blur Metric Based on the Cumulative Probability of Blur Detection (CPBD) IEEE Transactions on Image Processing. ,vol. 20, pp. 2678- 2683 ,(2011) , 10.1109/TIP.2011.2131660
Alessandro Foi, Vladimir Katkovnik, Karen Egiazarian, Pointwise Shape-Adaptive DCT for High-Quality Denoising and Deblocking of Grayscale and Color Images IEEE Transactions on Image Processing. ,vol. 16, pp. 1395- 1411 ,(2007) , 10.1109/TIP.2007.891788
R. Ferzli, L.J. Karam, A No-Reference Objective Image Sharpness Metric Based on the Notion of Just Noticeable Blur (JNB) IEEE Transactions on Image Processing. ,vol. 18, pp. 717- 728 ,(2009) , 10.1109/TIP.2008.2011760