Fusion of local degradation features for No-Reference Video Quality Assessment

IEEE International Workshop on Machine Learning for Signal Processing, MLSP

Volumn , Issue , 2012, Pages

  Dimitrievski, Martin ^a   Ivanovski, Zoran ^a  

^a SS CYRIL AND METHODIUS UNIVERSITY   (Macedonia)

Author keywords

SVR; H.264; NR VQA; wavelet

Indexed keywords

-SVR; H.264; HUMAN PERCEPTION; LOCAL DEGRADATION; MARGINAL DISTRIBUTION; NO REFERENCES; NR-VQA; SPATIO-TEMPORAL; SUPPORT VECTOR REGRESSION (SVR); VIDEO FRAME; VIDEO QUALITY; VIDEO QUALITY ASSESSMENT; VISUAL QUALITIES; WAVELET; WAVELET COEFFICIENTS;

ALGORITHMS; LEARNING SYSTEMS;

VIDEO SIGNAL PROCESSING;

EID: 84870725363     PISSN: 21610363     EISSN: 21610371     Source Type: Conference Proceeding    
DOI: 10.1109/MLSP.2012.6349737     Document Type: Conference Paper

References (20)

1. A. M. Eskicioglu, "Quality measurement for monochrome compressed images in the past 25 years,"in IEEE International Conference on Acoustics, Speech, and Signal Processing, 2000, pp. 1907-1910.
2. B. Girod, Digital images and human vision. MA, USA: MIT Press, 1993.
3. Q. huynh-Thu and M. Ghanbari, "Scope of validity of PSNR in image/video quality assessment,"Electronic Letters, vol. 44, no. 13, Jun. 2008.
4. Z. Wang, A. C. Bovik, H. R. Sheikh and E. P. Simoncelli, "Image quality assessment: from error visibility to stractural similarity,"IEEE Transaction on Image Processing, vol. 13, no. 4, pp. 1-4, Apr. 2004.
5. Z. Wang, l. Lu and A. C. Bovik, "Video quality assessment based on structural distortion measurment,"Signal Processing: Special Issue on Objective Video Quality Metric, vol. 19, no. 2, pp. 121-132, Feb. 2004.
6. H.R. Sheikh, A.C. Bovik, and G. de Veciana, "Image information and visual quality," IEEE Trans. Image Process., vol. 15, no. 2, pp. 430-444, February 2006. (Pubitemid 43126168)
7. Sheikh, H. R. and Bovik, A. C., "A visual information fidelity approach to video quality assessment," in [First International conference on video processing and quality metrics for consumer electronics], (2005).
8. Seshadrinathan, K. and Bovik, A. C., "Motion tuned spatiotemporal quality assessment of natural videos," IEEE Transactions on Image Processing 2(9) (In press, Feb. 2010.).
9. K. Seshadrinathan, R. Soundararajan, A. C. Bovik and L. K. Cormack, "Study of Subjective and Objective Quality Assessment of Video", IEEE Transactions on Image Processing, vol.19, no.6, pp.1427-1441, June 2010.
10. F. Yang, S. Wan, Y. Chang and H. R. Wu, "A novel objective No-Reference metric for digital video quality assessment,"IEEE Signal Processing Letters, vol. 4, no. 11, pp. 685-688, Oct. 2005. (Pubitemid 41448575)
11. No-Reference Quality Assessment using Natural Scene Statistics: JPEG2000 H. R. Sheikh, A. C. Bovik, and L. K. Cormack IEEE Transactions on Image Processing, Vol: 14 No: 11, November 2005 Page(s): 1918-1927 (Pubitemid 41646081)
12. Huixuan Tang, N. Joshi, A. Kapoor, "Learning a blind measure of perceptual image quality,"cvpr, pp.305-312, 2011 IEEE Conference on Computer Vision and Pattern Recognition, 2011
13. Dimitrievski, M.D. , Ivanovski, Z.A. ; Kartalov, T.P. , "Noreference image visual quality assessment using nonlinear regression,"Proceedings of Quality of Multimedia Experience (QoMEX), 2011 Third International Workshop on, Page(s): 78-83
14. T. Brandao and P. Queluz, "No-reference perceptual quality metric for H.264/AVC encoded video,"in International Workshop on Video Processing and Processing and Quality Metrics for Consumer Electronics, 2010.
15. Romaniak, P. Janowski, L. ; Leszczuk, M. ; Papir, Z. , "Perceptual quality assessment for H.264/AVC compression,"Consumer Communications and Networking Conference (CCNC), 2012 IEEE, Page(s): 597-602
16. Boujut, H., Benois-Pineau, J., Ahmed, T., Hadar, O., Bonnet P, "No-Reference Video quality assessment of H.264 video streams based on semantic saliency maps,"Proceedings of SPIE , Volume 8293 (1) SPIE-Jan 24, 2012
17. Culibrk, D. , Mirkovic, M. , Zlokolica, V. , Pokric, M. , Crnojevic, V. , Kukolj, D. , "Salient Motion Features for Video Quality Assessment,"IEEE Transactions on Image Processing, April 2011 Volume: 20 , Issue: 4 , Page(s): 948-958
18. The Video Quality Experts Group, "Final report from the video quality experts group on the validation of objective quality metrics for video quality assessment." http://www.its.bldrdoc.gov/vqeg/projects/frtv-phase-I (2000).
19. C.-C. Chang and C.-J. Lin, "LIBSVM: a library for support vector machines."Sofware Available at http://www.csie.ntu.edu.tw/cjlin/libsvm, 2001.
20. Tilke Judd ,Krista Ehinger ,Fredo Durand ,Antonio Torralba, "Learning to Predict Where Humans Look,"IEEE International Conference on Computer Vision (ICCV) 2009 http://people.csail.mit.edu/tjudd/ WherePeopleLook/index.html