Adaptive optics-corrected solar image quality assessment based on image power spectrum and human visual system

作者: Meng Yang , Yu Tian , Chang-Hui Rao

DOI: 10.1117/1.OE.57.1.013102

关键词:

摘要: In ground-based large aperture solar telescopes, the speckle image reconstruction technique combined with adaptive optics (AO) correction is generally used to get near diffraction-limited images. order select high quality images from AO-corrected resolution sequence, an automated no-reference assessment (IQA) needed. According noise characteristics of AO images, IQA metric based on power spectrum and human visual system developed. By incorporation masking shifting spatial frequency range summation, our could sharper less than previous works spectrum, even if there scaling. Compared existing general-purpose metrics specifically designed for IQA, experimental results verify that proposed gains better performance whether robustness blur noise, or selecting frames containing granulations, sunspots, both them. (C) 2018 Society Photo-Optical Instrumentation Engineers (SPIE)

参考文章(27)
F.S. Helmli, S. Scherer, Adaptive shape from focus with an error estimation in light microscopy information technology interfaces. pp. 188- 193 ,(2001) , 10.1109/ISPA.2001.938626
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
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
Phong V. Vu, Damon M. Chandler, A Fast Wavelet-Based Algorithm for Global and Local Image Sharpness Estimation IEEE Signal Processing Letters. ,vol. 19, pp. 423- 426 ,(2012) , 10.1109/LSP.2012.2199980
Th. Roudier, R. Muller, Structure of the solar granulation. Solar Physics. ,vol. 107, pp. 11- 26 ,(1986) , 10.1007/BF00155337
Hui Deng, Dandan Zhang, Tianyu Wang, Kaifan Ji, Feng Wang, Zhong Liu, Yongyuan Xiang, Zhenyu Jin, Wenda Cao, Objective Image-Quality Assessment for High-Resolution Photospheric Images by Median Filter-Gradient Similarity Solar Physics. ,vol. 290, pp. 1479- 1489 ,(2015) , 10.1007/S11207-015-0676-1
Nicolas Marmaras, Dimitris Nathanael, Nikos Zarboutis, The transition from CRT to LCD monitors: Effects on monitor placement and possible consequences in viewing distance and body postures International Journal of Industrial Ergonomics. ,vol. 38, pp. 584- 592 ,(2008) , 10.1016/J.ERGON.2008.01.005
Joyce H. D. M. Westerink, Jacques A. J. Roufs, Subjective Image Quality as a Function of Viewing Distance, Resolution, and Picture Size SMPTE Journal. ,vol. 98, pp. 113- 119 ,(1989) , 10.5594/J02825
Peter G. J. Barten, Evaluation of the effect of noise on subjective image quality Human Vision, Visual Processing, and Digital Display II. ,vol. 1453, pp. 2- 15 ,(1991) , 10.1117/12.44340
Norman B. Nill, Objective image quality measure derived from digital image power spectra Optical Engineering. ,vol. 31, pp. 813- 825 ,(1992) , 10.1117/12.56114