Color fractal structure model for reduced-reference colorful image quality assessment

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7664 LNCS, Issue PART 2, 2012, Pages 401-408

  He, Lihuo ^a   Wang, Dongxue ^a   Li, Xuelong ^b   Tao, Dacheng ^c   Gao, Xinbo ^a   Gao, Fei ^a  

^a XIDIAN UNIVERSITY   (China)

^b XI AN INSTITUTE OF OPTICS AND PRECISION MECHANICS   (China)

^c UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

Author keywords

color fractal structure; RR IQA; statistical model; support vector regression

Indexed keywords

COLOR DISTORTIONS; COLOR FEATURES; COLOR IMAGES; COLOR INFORMATION; COLORFUL IMAGES; DISTORTED IMAGES; FRACTAL STRUCTURES; HUMAN PERCEPTION; REDUCED REFERENCE; REDUCED-REFERENCE IMAGE QUALITY ASSESSMENTS; RR-IQA; STATISTICAL MODELS; STRUCTURE FEATURES; SUPPORT VECTOR REGRESSION (SVR); VISUAL QUALITIES;

DATA PROCESSING; FRACTALS; IMAGE QUALITY;

COLOR;

EID: 84869058674     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-34481-7_49     Document Type: Conference Paper

References (10)

1. Tao, D.C., Li, X.L., Lu,W., Gao, X.B.: Reduced-reference iqa in contourlet domain. IEEE Trans. Systems, Man, and Cybernetics, Part B 39(6), 1623-1627 (2009)
2. Gao, X.B., Lu, W., Tao, D.C., Li, X.L.: Image quality assessment based on multiscale geometric analysis. IEEE Trans. Image Processing 18(7), 1409-1423 (2009)
3. Wang, Z., Simoncelli, E.P.: Reduced-reference image quality assessment using a wavelet-domain natural image statistic model. In: Human Vision and Electronic Imaging. SPIE, pp. 149-159 (2005)
4. Tao, D.C., Li, X.L., Wu, X.D., Maybank, S.J.: Geometric mean for subspace selection. IEEE Trans. Pattern Anal. Mach. Intell. 31(2), 260-274 (2009)
5. Tao, D.C., Li, X.L., Wu, X.D., Maybank, S.J.: General tensor discriminant analysis and gabor features for gait recognition. IEEE Trans. Pattern Anal. Mach. Intell. 29(10), 1700-1715 (2007)
6. Webster, M.A., Mollon, J.D.: Adaptation and the color statistics of natural images. Vision Research 37, 3283-3298 (1997)
7. Chapeau-Blondeau, F., Chauveau, J., Rousseau, D., Richard, P.: Fractal structure in the color distribution of natural images. Chaos, Solitons Fractals 42(1), 472-482 (2009)
8. Chang, C.C., Lin, C.J.: LIBSVM: A library for support vector machines. ACM Trans. Intelligent Systems and Technology 2, 27:1-27:27 (2011)
9. Sheikh, H.R., Wang, Z., Cormack, L., Bovik, A.C.: Live image quality assessment database release 2 (2003)
10. Rajashekar, U., Wang, Z., Simoncelli, E.P.: Quantifying color image distortions based on adaptive spatio-chromatic signal decompositions. In: International Conference on Image Processing, pp. 2213-2216. IEEE (2009)