Multimodel Kalman filtering for adaptive nonuniformity correction in infrared sensors

Journal of the Optical Society of America A: Optics and Image Science, and Vision

Volumn 23, Issue 6, 2006, Pages 1282-1291

  Pezoa, Jorge E ^a   Hayat, Majeed M ^a   Torres, Sergio N ^b   Rahman, Md Saifur ^c  

^a MSC01 1070   (United States)

^b UNIVERSITY OF CONCEPCIÓN   (Chile)

^c INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; INFRARED DETECTORS; PARAMETER ESTIMATION;

A POSTERIORI-LIKELIHOOD PRINCIPLE; ADAPTIVE NONUNIFORMITY CORRECTION; WEIGHTED SUPERPOSITION;

KALMAN FILTERING;

EID: 33745740559     PISSN: 10847529     EISSN: None     Source Type: Journal    
DOI: 10.1364/JOSAA.23.001282     Document Type: Article

References (22)

1. J. Harris and Y.-M. Chiang, "Nonuniformity correction of infrared image sequences using the constant-statistics constraint," IEEE Trans. Image Process. 8, 1148-1151 (1999).
2. A. Milton, F. Barone, and M. Kruer, "Influence of nonuniformity on infrared focal plane array performance," Opt. Eng. (Bellingham) 24, 855-862 (1985).
3. J. Mooney, F. Shepherd, W. Ewing, J. Murguia, and J. Silverman, "Responsivity nonuniformity limited performance of infrared staring cameras," Opt. Eng. (Bellingham) 28, 1151-1161 (1989).
4. D. Perry and E. Dereniak, "Linear theory of nonuniformity correction in infrared staring sensors," Opt. Eng. (Bellingham) 32, 1854-1859 (1993).
5. H. Zhou, S. Liu, D. Wang, and Y. Cheng, "Solution for the nonuniformity correction of infrared focal plane arrays," Appl. Opt. 44, 2928-2932 (2005).
6. E. E. Armstrong, M. M. Hayat, R. C. Hardie, S. N. Torres, and B. Yasuda, "Nonuniformity correction for improved registration and high-resolution image reconstruction in IR imagery," in Applications of Digital Image Processing XXII, A. G. Tescher, ed., Proc. SPIE 3808, 150-161 (1999).
7. R. C. Hardie, M. M. Hayat, E. E. Armstrong, and B. Yasuda, "Scene-based nonuniformity correction using video sequences and registration," Appl. Opt. 39, 1241-1250 (2000).
8. B. Ratliff, M. Hayat, and R. Hardie, "An algebraic algorithm for nonuniformity correction in focal-plane arrays," J. Opt. Soc. Am. A 19, 1737-1747 (2002).
9. B. Ratliff, M. Hayat, and R. Hardie, "Radiometrically accurate scene-based nonuniformity correction for array sensors," J. Opt. Soc. Am. A 20, 1890-1899 (2002).
10. B. Ratliff, M. Hayat, and J. Tyo, "Generalized algebraic scene-based nonuniformity correction algorithm," J. Opt. Soc. Am. A 22, 239-249 (2005).
11. P. Narendra, "Reference-free nonuniformity compensation for IR imaging arrays," in Smart Sensors II, D. F. Barbe, ed., Proc. SPIE 252, 10-17 (1980).
12. S. Torres and M. Hayat, "Kalman filtering for adaptive nonuniformity correction in infrared focal-plane arrays," J. Opt. Soc, Am. A 20, 470-480 (2003).
13. S. Torres, J. Pezoa, and M. Hayat, "Scene-based nonuniformity correction for focal plane arrays by the method of the inverse covariance form," Appl. Opt. 42, 5872-5881 (2003).
14. D. Scribner, M. Kruer, and J. Killiany, "Infrared focal plane array technology," Proc. IEEE 79, 66-85 (1991).
15. D. Scribner, K. Sarkady, M. Kruer, J. Calufield, J. Hunt, M. Colbert, and M. Descour, "Adaptive retina-like preprocessing for imaging detector arrays," in Proceedings of the IEEE International Conference on Neural Networks (IEEE, 1993), Vol. 3, pp. 1955-1960.
16. Y.-M. Chiang and J. G. Harris, "An analog integrated circuit for continuous-time gain and offset calibration of sensor arrays," Analog Integr. Circuits Signal Process. 12, 231-238 (1997).
17. M. Hayat, S. Torres, E. Armstrong, B. Yasuda, and S. Cain, "Statistical algorithm for nonuniformity correction in focal-plane arrays," Appl. Opt. 38, 772-780 (1999).
18. S. Sims, D. Lianiotis, and D. Magill, "Recursive algorithm for the calculation of the adaptive Kalman filter weighting coefficients," IEEE Trans. Autom. Control 14, 215-218 (1969).
19. G. C. Holst, CCD Arrays, Cameras and Displays (SPIE, 1996).
20. R. Hawkes and J. Moore, "Performance bounds for adaptive estimation," Proc. IEEE 64, 1143-1150 (1976).
21. B. Anderson and J. Moore, Optimal Filtering (Prentice Hall, 1979).
22. M. F. Tappen and W. T. Freeman, "Comparison of graph cuts with belief propagation for stereo, using identical MRF parameters," in Proceedings of the Ninth IEEE International Conference on Computer Vision (IEEE, 2003), Vol. 2, pp. 900-907.