CCD noise removal in digital images

IEEE Transactions on Image Processing

Volumn 15, Issue 9, 2006, Pages 2676-2685

  Faraji, Hilda ^a,b   MacLean, W James ^a  

^a UNIVERSITY OF TORONTO   (Canada)

^b Array Systems Computing Inc   (Canada)

Author keywords

Camera response function (CRF); Lightspace; Noise modeling; Nonlinear filtering and enhancement; Restoration

Indexed keywords

CAMERA RESPONSE FUNCTION; LIGHTSPACE; NOISE MODELING; NONLINEAR ENHANCEMENT;

ADAPTIVE FILTERING; CAMERAS; COMPUTER SIMULATION; CONTROL NONLINEARITIES; NONLINEAR FILTERING; SPURIOUS SIGNAL NOISE;

IMAGE RECONSTRUCTION;

ALGORITHM; ARTICLE; ARTIFACT; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; IMAGE ENHANCEMENT; INFORMATION RETRIEVAL; INSTRUMENTATION; METHODOLOGY; PHOTOGRAPHY; SIGNAL PROCESSING; STATISTICAL MODEL; STATISTICS;

ALGORITHMS; ARTIFACTS; COMPUTER SIMULATION; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; MODELS, STATISTICAL; PHOTOGRAPHY; SIGNAL PROCESSING, COMPUTER-ASSISTED; STOCHASTIC PROCESSES;

EID: 33747737236     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2006.877363     Document Type: Article

References (15)

1. S. Mann, Intelligent Image Processing. New York: Wiley, 2002.
2. S. Mann, "Comparametric equations with practical applications in quantigraphic image processing," IEEE Trans. Image Process., vol. 9, no. 8, pp. 1389-1406, Aug. 2000.
3. J. R. Janesick, Scientific Charge-Coupled Devices. Bellingham, WA: SPIE, 2001.
4. T. Mitsunaga and S. Nayar, "Radiometric self calibration," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, 1999, pp. 374-380.
5. G. Pavlovic and A. Tekalp, "Restoration in the presence of multiplicative noise with application to scanned photographic images," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing, 1990, vol. 4, pp. 1913-1916.
6. G. E. Healey and R. Kondepudy, "Radiometric CCD camera calibration and noise estimation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 16, no. 3, pp. 267-276, Mar., 1994.
7. Y. Tsin, V. Ramesh, and T. Kanade, "Statistical calibration of CCD imaging process," in Proc. IEEE Int. Conf. Computer Vision, 2001, vol. 1, pp. 480-487.
8. H. Faraji, "Light Space Adaptive Removal of CCD Noise in Digital Images," M.S. thesis, Univ. Toronto, Toronto, ON, Canada, 2004.
9. K. A. Jain, Fundamentals of Digital Image Processing. Englewood Cliffs, NJ: Prentice-Hall, 1989.
10. I. Pitas and A. N. Venetsanopoulos, "Order statistics in digital image processing," Proc. IEEE, vol. 80, no. 12, pp. 1893-1921, Dec. 1992.
11. T. K. Darwin and A. Alexander, "Adaptive noise smoothing filter for images with signal-dependent noise," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-7, no. 2, pp. 165-177, Feb. 1985.
12. F. Argenti, G. Torricelli, and L. Alparone, "Signal-dependent noise removal in the undecimated wavelet domain," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing, 2002, vol. 4, pp. 3293-3296.
13. B. Aiazzi, L. Alparone, and S. Baronti, "A robust method for parameter estimation of signal-dependent noise models in digital images," in Proc. IEEE Int. Conf. Digital Signal Processing, 1997, pp. 601-604.
14. H. Faraji and J. Maclean, "Adaptive suppression of CCD signal-dependent noise in light space," presented at the IEEE Int. Conf. Acoustics, Speech, and Signal Processing 2004.
15. S. Mann, C. Manders, and J. Fung, "The light space change constraint equation (LCCE) with practical application to estimation of the projectivity + gain transformation between multiple pictures of the same subject matter," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing, Apr. 2003, vol. 3, pp. 481-484.