Objective Picture Quality Assessment of Block Based Moving Picture Coder

블록기반 동영상 부호화기의 객관적 화질평가

  • 정태윤 (삼성전자 중앙연구소) ;
  • 홍민석 (연세대 전기컴퓨터공학과) ;
  • 박강서 (연세대 전기컴퓨터공학과) ;
  • 김현술 (연세대 전기컴퓨터공학과) ;
  • 박상희 (연세대 전기컴퓨터공학과)
  • Published : 1999.12.01

Abstract

Conventional MSE or PSNR based methods for objective picture quality assessment of moving picture coder are not well correlated with subjective human evaluation. In recent years, the design of better objective quality assessment has attracted much intention and several picture quality metrics based on the properties of Human Visual System has been proposed. This paper proposes new metric which is appropriate for objective picture quality assessment of block based moving picture coder by considering frequency sensitivity, inter-intra channel masking and several distortion artifacts caused by block based coding. The experimental results show that the proposed method is good correlated with subjective assessment.

Keywords

References

  1. IEEE Trans. Inform. Theory v.30 Optimum Quantizer Performance for a Class of non-Gaussian Memoryless Source N. Farvandin
  2. ISO/IEC13818-2 Generic Coding of Moving Pictures and Associated Audio, Recommandation H.262 MPEG2 International Standard
  3. SPIE Human Vision, Visual Processing and Digital Display Ⅳ v.1913 An Object Video Quality Assessment System based Human Perception A. A. Webter;C. T. Coleen
  4. SPIE Visual Communications and image Processing v.1360 Human Vision Quality Criterion S. Comes;B. Macq
  5. Proceedings of SPIE v.1616 The Visible Differences Predictor : An Algorithm for the Assessment of Image Fidelity S. Daly
  6. IEEE Transactions on Image Processing Quality Metric for Compressed Video Sequences C. J. van den Branden Lambrecht;M. Hunt
  7. T1A1.5 Working Group Document #97-612, T1 Standards Committee Sarnoff JND Vison Model J. Lubin;D. Fibush
  8. Computer Vision Graphics and Image Processing v.39 no.3 The Cortex Transform : Rapid Computation of Simulated Neural Images A. B. Watson
  9. Atti Ford. Ronchi v.10 Measurement of Differential Threshold in the Presence of Spatial Illumination Gradient A. Fiorentini;M. Jeanne
  10. Journal of Physiology v.197 Application of Fourier Analysis to the Visibility of Grating F. W. Campbell;J. G. Robson
  11. Signal Processing v.70 no.3 A Survey of Hybrid MC/DPCM/DCT Video Coding Distortions M. Yuen;H. R. Wu
  12. IEEE Transactions on Image Processing v.8 no.8 Postprocessing of Images by Filtering the Unmasked Coding Noise S. Comes;M. Mattavelli
  13. Journal of the Optical Society of America v.7 no.10 Contrast in Complex Images E. Peli
  14. Journal of the Optical Society of America v.70 no.12 Contrast Masking in Human Vision G. E. Legge;J. M. Foley
  15. Proceesings of SPIE v.2179 Perceptual Image Distortion P. C. Teo;D. J. Heeger
  16. Journal of the Optical Society of America v.14 Model of Visual Contrast Gain Control and Pattern Masking A. B. Watson;J. Solomon