DOI QR코드

DOI QR Code

시각 모델을 고려한 인지 대비 측정 및 영상품질 향상 방법에 관한 연구

A Study on Perceived Contrast Measure and Image Quality Improvement Method Based on Human Vision Models

  • Choi, Jong Soo (Defense Agency for Technology and Quality(DTaQ)) ;
  • Cho, Heejin (Defense Agency for Technology and Quality(DTaQ))
  • 투고 : 2016.07.26
  • 심사 : 2016.08.22
  • 발행 : 2016.09.30

초록

Purpose: The purpose of this study was to propose contrast metric which is based on the human visual perception and thus it can be used to improve the quality of digital images in many applications. Methods: Previous literatures are surveyed, and then the proposed method is modeled based on Human Visual System(HVS) such as multiscale property of the contrast sensitivity function (CSF), contrast constancy property (suprathreshold), color channel property. Furthermore, experiments using digital images are shown to prove the effectiveness of the method. Results: The results of this study are as follows; regarding the proposed contrast measure of complex images, it was found by experiments that HVS follows relatively well compared to the previous contrast measurement. Conclusion: This study shows the effectiveness on how to measure the contrast of complex images which follows human perception better than other methods.

키워드

참고문헌

  1. Fairchild M. D. 1998. Color Appearance Model. Addison-Wesley.
  2. Hurvich H. 1981. Color Vision. Simauer Assoc. Sunderland.
  3. James A. Ferwerda, Sumanta N. Pattanaik, Peter Shirley, and Donald P. Greenberg. 1996. "A Model of Visual Adaptation for Realistic Image Synthesis." Proceedings of SIGGRAPH.
  4. Kathy. T. Mullen. 1985. "The Contrast Sensitivity of Human Color Vision to Red-Green and Blue-Yellow Chromatic Gratings." J. Physiol.
  5. Losada M. A. et. al. 1994. The Spatial Tuning of Chromatic Mechanism Identified by Simultaneous Masking. Vision Research, 331-341.
  6. Peli, E. 1990. "Contrast in Complex Images." Journal of the Optical Society of America.
  7. Peter J. Burt, and Edward H. Adelson. 1983. "The Laplacian Pyramid as a Compact Image Code." IEEE Transaction on Communication.
  8. Sumanta N. Pattanaik, James A. Ferwerda, Mark D. Fairchild, and Donald P. Greenberg. 1998. "A Multiscale Model of Adaptation and Spatial Vision for Realistic Image Display." Proceedings of SIGGRAPH.
  9. Wilson H. R. 1991. "Psychophysical Models of Spatial Vision and Hyperacuity." Spatial Vision 10, CRC Press.