Gradient information-based image quality metric

IEEE Transactions on Consumer Electronics

Volumn 56, Issue 2, 2010, Pages 930-936

  Kim, Dong O ^a   Han, Ho Sung ^a   Park, Rae Hong ^a  

^a Sogang University   (South Korea)

Author keywords

DMOS; Gradient projection; Harris response; Image quality assessment

Indexed keywords

DATA SETS; DISTORTED IMAGES; GRADIENT INFORMATIONS; GRADIENT PROJECTIONS; IMAGE QUALITY ASSESSMENT; IMAGE QUALITY METRICS; QUALITY MEASURES; SUPPRESSION TECHNIQUE;

INFORMATION USE; PIXELS;

IMAGE QUALITY;

EID: 77954735280     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCE.2010.5506022     Document Type: Article

References (26)

1. S. L. P. Yasakethu, W. A. C. Fernando, S. Adedoyin and A. Kondoz, "A rate control technique for off line H.264/AVC video coding using subjective quality of video," IEEE Trans. Consumer Electronics, vol.54, no.3, pp. 983-992, Aug. 2008.
2. M. C. Q. Farias, M. Carli, and S. K. Mitra, "Objective video quality metric based on data hiding," IEEE Trans. Consumer Electronics, vol.51, no.3, pp. 983-992, Aug. 2005.
3. Z. Wang and A. C. Bovik, "Mean squared error: Love it or leave it?- A new look at signal fidelity measures," IEEE Signal Processing Magazine, vol.26, no.1, pp. 98-117, Jan. 2009.
4. Z. Wang and A. C. Bovik, "A universal image quality index," IEEE Signal Processing Letters, vol.9, no.3, pp. 81-84, Mar. 2002.
5. Z. Wang and A. C. Bovik, "Image quality assessment: From error visibility to structural similarity," IEEE Trans. Image Processing, vol.13, no.4, pp. 600-612, Apr. 2004.
6. G.-H. Chen, C.-L. Yang, and S.-L. Xie, "Edge-based structural similarity for image quality assessment," in Proc. Int. Conf. Acoustics, Speech, and Signal Processing 2006, vol.2, pp. 14-19, Toulouse, France, May 2006.
7. G.-H. Chen, C.-L. Yang, and S.-L. Xie, "Gradient-based structural similarity for image quality assessment," in Proc. Int. Conf. Image Processing, pp. 2929-2932, Atlanta, GA, Oct. 2006.
8. Z. Wang, E. P. Simoncelli, and A. C. Bovik, "Multiscale structural similarity for image quality assessment," in Proc. IEEE Asilomar Conf. Signals, Systems, and Computers, vol.2, pp. 1398-1402, Pacific Grove, CA, Nov. 2003.
9. F. Wei, X. Gu, and Y. Wang, "Image quality assessment using edge and contrast similarity," in Proc. IEEE Int. Joint Conf. Neural Networks, pp. 852-855, Hong Kong, China, June 2008.
10. G. Zhai, W. Zhang, X. Yang, and Y. Xu, "Image quality assessment metrics based on multi-scale edge presentation," in Proc. IEEE Workshop on Signal Process. System Design and Implementation, pp. 331-336, Athens, Greece, Nov. 2005.
11. C.-L. Yang, W.-R. Gao, L.-M. Po, "Discrete wavelet transform-based structural similarity for image quality assessment," in Proc. IEEE Int. Conf. Image Processing, pp. 377-380, San Diego, CA, Oct. 2008.
12. A. Shnayderman, A. Gusev, and A. M. Eskicioglu, "An SVD-based grayscale image quality measure for local and global assessment," IEEE Trans. Image Processing, vol.15, no.2, pp. 422-429, Feb. 2006.
13. H.-S. Han, D.-O Kim, and R.-H. Park, "Structural information-based image quality assessment using LU factorization," IEEE Trans. Consumer Electronics, vol.55, no.1, pp. 165-171, Feb. 2009.
14. D.-O Kim and R.-H. Park, "New image quality metric using the Harris response," IEEE Signal Processing Letters, vol.16, no.7, pp. 616-619, July 2009.
15. D.-O Kim and R.-H. Park, "Joint feature-based visual quality assessment," Electron. Letters, vol.43, no.21, pp. 1134-1135, Oct. 2007.
16. L. Cui and A. R. Allen, "An image quality metric based on corner, edge and symmetry maps," in Proc. British Machine Vision Conf., Leeds, UK, Sep. 2008.
17. Z. Liu and R. Laganiere, "On the use of phase congruency to evaluate image similarity," in Proc. Int. Conf. Acoustics, Speech, and Signal Processing, pp. 937-940, Toulouse, France, May 2006.
18. G. Zhai, W. Zhang, Y. Xu, and W. Lin, "LGPS: Phase based image quality assessment metric," in Proc. IEEE Workshop Signal Processing Systems, pp. 605-609, Shanghai, China, Oct. 2007.
19. P. Skurowski and A. Gruca, "Image quality assessment using phase spectrum correlation," Lecture Notes in Computer Science, vol.5337, pp. 80-89, Nov. 2008.
20. H. R. Sheikh, A. C. Bovik, and G. de Veciana, "An information fidelity criterion for image quality assessment using natural scene statistics," IEEE Trans. Image Processing, vol.14, no.12, pp. 2117-2128, Dec. 2005.
21. H. R. Sheikh and A. C. Bovik, "Image information and visual quality," IEEE Trans. Image Processing, vol.15, no.2, pp. 430-444, Feb. 2006.
22. A. Agrawal, R. Raskar, and R. Chellappa, "Edge suppression by gradient field transformation using cross-projection tensors," in Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition, vol.2, pp. 2301-2308, New York, June 2006.
23. C. Harris and M. J. Stephens, "A combined corner and edge detector," in Proc. Alvey Vision Conf., pp. 147-152, Manchester, UK, Aug. 1988.
24. M. Revrekci and B. K. Gunturk, "Reliable interest point detection under large illumination variations," in Proc. Int. Conf. Image Processing, vol.1, pp. 869-872, San Diego, CA, Oct. 2008.
25. H. R. Sheikh, M. F. Sabir, and A. C. Bovik, "A statistical evaluation of recent full reference image quality assessment algorithms," IEEE Trans. Image Processing, vol.15, no.11, pp. 3441-3452, Nov. 2006.
26. VQEG, "Draft final report from the video quality experts group on the validation of objective models of multimedia quality assessment, phase I," Video Quality Experts Group, Mar. 2008.