Statistical linear destriping of satellite-based pushbroom-type images

IEEE Transactions on Geoscience and Remote Sensing

Volumn 48, Issue 4 PART 1, 2010, Pages 1860-1871

  Carfantan, Hervé ^a   Idier, Jérôme ^b  

^a UNIVERSITÉ DE TOULOUSE   (France)

^b ECOLE CENTRALE DE NANTES   (France)

Author keywords

Calibration; Estimation; Gain measurement; Image restoration; Image sensors; Radiometry

Indexed keywords

COMPUTATIONAL COSTS; DESTRIPING; DETECTOR GAIN; GAIN ESTIMATION; LINEAR RESPONSE; SATELLITE IMAGING; SELF CALIBRATION; STATISTICAL ESTIMATION; TRAINING DATA;

CALIBRATION; GAIN MEASUREMENT; IMAGE RECONSTRUCTION; IMAGE SENSORS; RADIOMETRY;

ESTIMATION;

CALIBRATION; ESTIMATION METHOD; IMAGE ANALYSIS; LINEARITY; RADIOMETRIC SURVEY; SATELLITE IMAGERY; THEORETICAL STUDY;

EID: 79959847920     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2009.2033587     Document Type: Article

References (36)

1. P. Mather, Computer Processing of Remotely-Sensed Images: An Introduction, 3rd ed. Hoboken, NJ: Wiley, 2004.
2. R. Srinivasan and M. C. J. White, "Landsat data destriping using power spectral filtering," Opt. Eng., vol. 27, no. 11, pp. 939-943, Nov. 1988.
3. R. E. Crippen, "A simple spatial filtering routine for the cosmetic removal of scan-line noise from LANDSAT TM P-tape imagery," Photogramm. Eng. Remote Sens., vol. 55, no. 3, pp. 327-331, Mar. 1989.
4. D. L. Helder, B. K. Quirk, and J. J. Hood, "A technique for the reduction of banding in LANDSAT Thematic Mapper images," Photogramm. Eng. Remote Sens., vol. 58, no. 10, pp. 1425-1431, Oct. 1992. (Pubitemid 23375694)
5. J. J. Simpson, J. R. Stitt, and D. M. Leath, "Improved finite impulse response filters for enhanced destriping of geostationary satellite data," Opt. Eng., vol. 66, no. 3, pp. 235-249, Dec. 1998. (Pubitemid 29360712)
6. J. Chen, Y. Shao, H. Guo, W. Wang, and B. Zhu, "Destriping CMODIS data by power filtering," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 9, pp. 2119-2124, Sep. 2003.
7. J. Torres and S. O. Infante, "Wavelet analysis for the elimination of striping noise in satellite images," Opt. Eng., vol. 40, no. 7, pp. 1309-1314, Jul. 2001. (Pubitemid 32827193)
8. J. Chen, H. Lin, Y. Shao, and L. Yang, "Oblique striping removal in remote sensing imagery based on wavelet transform," Int. J. Remote Sens., vol. 27, no. 8, pp. 1717-1723, Apr. 2006.
9. J. J. Simpson and S. R. Yhann, "Reduction of noise in AVHRR channel 3 data with minimum distortion," IEEE Trans. Geosci. Remote Sens., vol. 32, no. 2, pp. 315-328, Mar. 1994.
10. B. K. P. Horn and R. J. Woodham, "Destriping LANDSAT MSS images by histogram modification," Comput. Graph. Image Process., vol. 10, pp. 69-83, 1979.
11. V. R. Algazi and G. E. Ford, "Radiometric equalization of nonperiodic striping in satellite data," Comput. Graph. Image Process., vol. 16, pp. 287-295, 1981. (Pubitemid 12454780)
12. F. L. Gadallah, G. Csillag, and E. J. M. Smith, "Destriping multisensor imagery with moment matching," Int. J. Remote Sens., vol. 21, no. 12, pp. 2505-2511, Aug. 2000. (Pubitemid 30617381)
13. B. Datt, T. R. McVicar, T. G. Van Niel, D. L. B. Jupp, and J. S. Pearlman, "Preprocessing EO-1 Hyperion hyperspectral data to support the application of agricultural indexes," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 6, pp. 1246-1259, Jun. 2003.
14. L. Sun, R. Neville, K. Staenz, and P. White, "Automatic destriping of Hyperion imagery based on spectral moment matching," Can. J. Remote Sens., vol. 34, pp. S68-S81, 2008, Suppl. 1.
15. D. J. Poros and C. J. Peterson, "Methods for destriping Landsat Thematic Mapper images-A feasibility study for an online destriping process in the Thematic Mapper Image Processing System (TIPS)," Photogramm. Eng. Remote Sens., vol. 51, no. 9, pp. 1371-1378, Nov. 1985.
16. M. Wegener, "Destriping multiple sensor imagery by improved histogram matching," Int. J. Remote Sens., vol. 11, no. 5, pp. 859-875, May 1990.
17. P. Rakwatin, W. Takeuchi, and Y. Yasuoka, "Stripe noise reduction in MODIS data by combining histogram matching with facet filter," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 6, pp. 1844-1856, Jun. 2007.
18. P. Antonelli, M. di Bisceglie, R. Episcopo, and C. Galdi, "Destriping MODIS data using IFOV overlapping," in Proc. Int. Geosci. Remote Sens. Symp., Madison, WI, 2004, vol. 7, pp. 4568-4571. (Pubitemid 40437368)
19. G. Corsini, M. Diani, and T. Walzel, "Striping removal in MOS-B data," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 3, pp. 1439-1446, May 2000.
20. S. Z. Li, "On discontinuity-adaptive smoothness priors in computer vision," IEEE Trans. Pattern Anal. Mach. Intell., vol. 17, no. 6, pp. 576-586, Jun. 1995.
21. G. Winkler, Image Analysis, Random Fields and Dynamic Monte Carlo Methods, 2nd ed. Berlin, Germany: Springer-Verlag, 2003.
22. P. Charbonnier, L. Blanc-Féraud, G. Aubert, and M. Barlaud, "Deterministic edge-preserving regularization in computed imaging," IEEE Trans. Image Process., vol. 6, no. 2, pp. 298-311, Feb. 1997. (Pubitemid 127766386)
23. S. Geman and D. McClure, "Statistical methods for tomographic image reconstruction," in Proc. 46th Session ICI, Bull. ICI, 1987, vol. 52, pp. 5-21.
24. H. Shen and L. Zhang, "A MAP-based algorithm for destriping and in painting of remotely sensed images," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 5, pp. 1492-1502, May 2009.
25. H. Carfantan, J. Idier, B. Beghin, A. Meygret, and B. Rougé, "Statistical self-calibration of SPOT satellite imaging instrument," in AIP Conf. Proc., Bayesian Inference Maximum Entropy Methods, A. Mohammad-Djafari, Ed., Gif-sur-Yvette, France, Jul. 2000, vol. 568, pp. 501-512.
26. A. E. Beaton and J. W. Tukey, "The fitting of power series, meaning polynomials, illustrated on band-spectroscopic data," Technometrics, vol. 16, pp. 147-185, 1974.
27. P. Charbonnier, L. Blanc-Féraud, G. Aubert, and M. Barlaud, "Two deterministic half-quadratic regularization algorithms for computed imaging," in Proc. Int. Conf. Image Process., Austin, TX, Nov. 1994, vol. 2, pp. 168-172.
28. M. Allain, J. Idier, and Y. Goussard, "On global and local convergence of half-quadratic algorithms," IEEE Trans. Image Process., vol. 15, no. 5, pp. 1130-1142, May 2006.
29. J. Idier, "Convex half-quadratic criteria and interacting auxiliary variables for image restoration," IEEE Trans. Image Process., vol. 10, no. 7, pp. 1001-1009, Jul. 2001. (Pubitemid 32650876)
30. J.-J. Fuchs, "Convergence of a sparse representations algorithm applicable to real or complex data," IEEE J. Sel. Topics Signal Process., vol. 1, no. 4, pp. 598-605, Dec. 2007.
31. A. H. Delaney and Y. Bresler, "Globally convergent edge-preserving regularized reconstruction: An application to limited-angle tomography," IEEE Trans. Image Process., vol. 7, no. 2, pp. 204-221, Feb. 1998. (Pubitemid 128745337)
32. H. Strasser, "Consistency of maximum likelihood and Bayes estimates," Ann. Stat., vol. 9, no. 5, pp. 1107-1113, 1981.
33. D. Dacunha-Castelle and M. Duflo, Probability and Statistics, vol. 2. New York: Springer-Verlag, 1986.
34. A. Wintner, Asymptotic Distributions and Infinite Convolutions. Ann Arbor, MI: Edwards, 1938.
35. D. R. Hunter and K. Lange, "A tutorial on MM algorithms," Amer. Stat., vol. 58, no. 1, pp. 30-37, Feb. 2004. (Pubitemid 38260327)
36. S. Purkayastha, "Simple proofs of two results on convolutions of unimodal distributions," Stat. Prob. Lett., vol. 39, no. 2, pp. 97-100, Aug. 1998. (Pubitemid 128178821)