A new and reliable Poisson noise estimator for radiographic images

Proceedings - 14th International conference on Image Analysis and Processing, ICIAP 2007

Volumn , Issue , 2007, Pages 725-730

  Frosio, I ^a   Lucchese, M ^a   Borghese, N A ^a  

^a UNIVERSITY OF MILAN   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ANALYSIS; IMAGE ENHANCEMENT; REENGINEERING; REVERSE ENGINEERING;

DENOISING; DIGITAL IMAGES; GREY LEVELS; IMAGING SENSORS; PHOTON COUNTING; POISSON NOISES; RADIOGRAPHIC IMAGES;

PHOTONS;

EID: 48149096510     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIAP.2007.4362862     Document Type: Conference Paper

References (15)

1. B. Chanda and D. D. Majumder, Digital Image Processing and Analysis. New Delhi, India: Prentice-Hall of India Pvt. Ltd., 2000.
2. J. Canny, "A Computational Approach to Edge Detection," IEEE Trans. PAMI, Vol. 8, No. 6, Nov 1986.
3. M. Analoui, "Radiographic digital image enhancement. Part II: transform domain techniques," Dentomax. Radiol., Vol. 30, pp. 65-77, 2001.
4. T. Le, R. Chartrand, T. J. Asaki, "Denoising images with Poisson noise," Mathematical Modelling and Analysis, http://math.lanl.gov/, T-7, MS B284, Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545.
5. th IEEE Workshop of Statistical signal Proc., pp. 996-1001, 2005.
6. S. Webb, The Physics of Medical Imaging. Bristol, U.K.: Adam Hilger, 1988.
7. M. Rabbani, "Bayesian filtering of Poisson noise using local statistics," IEEE Trans. On Ac, Speech and Sig. Proc., Vol. 36, No. 6, June 1988.
8. P. Hannequin, J. Mas, "Statistical and heuristic image noise extraction (SHINE): a new method for processing Poisson noise in scintigraphic images," Phys. Med. Biol., Vol. 47, pp. 4329-44, 2002.
9. C. Kervrann, A. Trubuil, "An adaptive window approach for Poisson noise reduction and structure preserving in confocal microscopy," Proc ISBI 2004, pp. 788-91, 2004.
10. N. D. A. Mascarenhas, S. S. Furuie, A. L. S. Portal, "Global projection estimation method for the tomographic reconstruction of images with Poisson noise," IEEE Trans. on Nuc Sci., Vol. 40, No. 6, Dec 1993.
11. Neil A. Weiss. Introductory Statistics. Addison Wesley, sixth edition, 2002.
12. M. J. Yaffe, J. A. Rowlands, "X-ray detectors for digital radiography," Phys. Med. Biol., Vol. 42, pp. 1-39, 1997.
13. Weisstein, Eric W. "Stirling's Approximation." From MathWorld - A Wolfram Web Resource, http://mathworld.wolfram.com/ StirlingsApproximation.html.
14. I. Csiszar, "Why least squares and maximum entropy? an axiomatic approach to inference for linear inverse problems," Annals of Statistics, Vol. 19, pp. 2032-66, 1991.
15. I. Frosio, G. Ferrigno, N. A. Borghese, "Enhancing Digital Cephalic Radiography with Mixture Model and Local Gamma Correction," IEEE Trans. on Med. Imag., Vol. 25, No. 1, pp. 113-21, Jan. 2006.