RFSIM: A feature based image quality assessment metric using Riesz transforms

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2010, Pages 321-324

  Zhang, Lin ^a   Zhang, Lei ^a   Mou, Xuanqin ^b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Image quality assessment; Monogenic signal; Riesz transform

Indexed keywords

COMPUTATIONAL MODEL; DISTORTED IMAGES; EDGE LOCATION; FEATURE MAP; FEATURE SIMILARITIES; FEATURE-BASED; HUMAN VISION SYSTEMS; IMAGE FEATURES; IMAGE QUALITY ASSESSMENT; KEY LOCATION; LOW-LEVEL FEATURES; MONOGENIC SIGNAL; RIESZ TRANSFORM; SIMILARITY INDICES; SUBJECTIVE EVALUATIONS;

COMPUTER VISION; IMAGING SYSTEMS; RATING;

IMAGE QUALITY;

EID: 78651062305     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2010.5649275     Document Type: Conference Paper

References (15)

1. N. Damera-Venkata, T.D. Kite, W.S. Geisler, B.L. Evans, and A.C. Bovik, "Image quality assessment based a on degradation model", IEEE Trans. IP, vol. 9, pp. 636-650, 2000.
2. D.M. Chandler and S.S. Hemami, "VSNR: a wavelet-based visual signal-to-noise ratio for natural images", IEEE Trans. IP, vol. 16, pp. 2284-2298, 2007.
3. Z. Wang, A.C. Bovik, H.R. Sheikh, and E.P. Simoncelli, "Image quality assessment: from error visibility to structural similarity", IEEE Trans. IP, vol. 13, pp. 600-612, 2004.
4. Z. Wang, E.P. Simoncelli, and A.C. Bovik, "Multi-scale structural similarity for image quality assessment", ACSSC'03, 2003.
5. H.R. Sheikh, A.C. Bovik, and G. de Veciana, "An information fidelity criterion for image quality assessment using natural scene statistics", IEEE Trans. IP, vol. 14, pp. 2117-2128, 2005.
6. H.R. Sheikh and A.C. Bovik, "Image information and visual quality", IEEE Trans. IP, vol. 15, pp. 430-444, 2006.
7. M.P. Sampat, Z. Wang, S. Gupta, A.C. Bovik and M.K. Markey, "Complex wavelet structural similarity: a new image similarity index", IEEE Trans. IP, vol. 18, pp. 2385-2401, 2009.
8. D. Marr. Vision. W. H. Freeman and Company, 1980.
9. M. Felsberg and G. Sommer, "The monogenic signal", IEEE Trans. SP, vol. 49, pp. 3136-3144, 2001.
10. O. Fleischmann, "2D signal analysis by generalized Hilbert transforms", Thesis, University of Kiel, 2008.
11. N. Ponomarenko, M. Carli, V. Lukin, K. Egiazarian, J. Astola, and F. Battisti, "Color image database for evaluation of image quality metrics", IWMSP' 08, 2008.
12. M. Gaubatz, "Metrix MUX Visual Quality Assessment Package", http://foulard.ece.cornell.edu/gaubatz/metrix-mux.
13. Z. Wang, "The SSIM Index for Image Quality Assessment", http://www.ece.uwaterloo.ca/~z70wang/research/ssim/.
14. VQEG, "Final report from the video quality experts group on the validation of objective models of video quality assessment", http://www.vqeg.org, 2000.
15. H.R. Sheikh, M.F. Sabir, and A.C. Bovik, "A statistical evaluation of recent full reference image quality assessment algorithms", IEEE Trans. IP, vol. 15, pp. 3440-3451, 2006.