Blind image quality assessment based on aesthetic and statistical quality-aware features

作者: Mohsen Jenadeleh , Mohammad Masood Masaeli , Mohsen Ebrahimi Moghaddam

DOI: 10.1117/1.JEI.26.4.043018

关键词: Performance metricHost (network)Artificial intelligenceSemanticsComputer sciencePattern recognitionScene statisticsContext (language use)PerceptionEmulationImage quality

摘要: The main goal of image quality assessment (IQA) methods is the emulation of human perceptual image quality judgments. Therefore, the correlation between objective scores of …

参考文章(59)
Jean-Bernard Martens, Martin Boschman, The Psychophysical Measurement of Image Quality Springer, Boston, MA. pp. 69- 97 ,(2001) , 10.1007/978-1-4757-3411-9_5
H.R. Sheikh, A.C. Bovik, L. Cormack, Blind quality assessment of JPEG2000 compressed images using natural scene statistics asilomar conference on signals, systems and computers. ,vol. 2, pp. 1403- 1407 ,(2003) , 10.1109/ACSSC.2003.1292217
Zhengying Chen, Tingting Jiang, Yonghong Tian, Quality Assessment for Comparing Image Enhancement Algorithms computer vision and pattern recognition. pp. 3003- 3010 ,(2014) , 10.1109/CVPR.2014.384
K. Sharifi, A. Leon-Garcia, Estimation of shape parameter for generalized Gaussian distributions in subband decompositions of video IEEE Transactions on Circuits and Systems for Video Technology. ,vol. 5, pp. 52- 56 ,(1995) , 10.1109/76.350779
Lei Yao, Poonam Suryanarayan, Mu Qiao, James Z. Wang, Jia Li, OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers International Journal of Computer Vision. ,vol. 96, pp. 353- 383 ,(2012) , 10.1007/S11263-011-0478-3
Wufeng Xue, Xuanqin Mou, Lei Zhang, Alan C. Bovik, Xiangchu Feng, Blind image quality assessment using joint statistics of gradient magnitude and Laplacian features. IEEE Transactions on Image Processing. ,vol. 23, pp. 4850- 4862 ,(2014) , 10.1109/TIP.2014.2355716
Lin Zhang, Lei Zhang, Alan C. Bovik, A Feature-Enriched Completely Blind Image Quality Evaluator IEEE Transactions on Image Processing. ,vol. 24, pp. 2579- 2591 ,(2015) , 10.1109/TIP.2015.2426416
Leida Li, Weisi Lin, Xuesong Wang, Gaobo Yang, Khosro Bahrami, Alex C. Kot, No-Reference Image Blur Assessment Based on Discrete Orthogonal Moments IEEE Transactions on Cybernetics. ,vol. 46, pp. 39- 50 ,(2016) , 10.1109/TCYB.2015.2392129
Anish Mittal, Anush Krishna Moorthy, Alan Conrad Bovik, None, No-Reference Image Quality Assessment in the Spatial Domain IEEE Transactions on Image Processing. ,vol. 21, pp. 4695- 4708 ,(2012) , 10.1109/TIP.2012.2214050