MISTRAL: A myopic edge-preserving image restoration method, with application to astronomical adaptive-optics-corrected long-exposure images

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

Volumn 21, Issue 10, 2004, Pages 1841-1854

  Mugnier, Laurent M ^a   Fusco, Thierry ^a   Conan, Jean Marc ^a  

^a ONERA   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE OPTICS; ALGORITHMS; ASTROPHYSICS; COMPUTER SIMULATION; CONSTRAINT THEORY; MATHEMATICAL MODELS; OPTICAL TELESCOPES; OPTICAL TRANSFER FUNCTION; SPURIOUS SIGNAL NOISE;

ASTROPHYSICAL INTERPRETATIONS; DECONVOLUTION APPROACH; IMAGING MODEL; MYOPIC ITERATIVE STEP PRESERVING RESTORATION ALGORITHM;

IMAGE RECONSTRUCTION;

EID: 5644297517     PISSN: 10847529     EISSN: None     Source Type: Journal    
DOI: 10.1364/JOSAA.21.001841     Document Type: Article

References (69)

1. J. W. Hardy, J. E. Lefevbre, and C. L. Koliopoulos, "Real time atmospheric compensation," J. Opt. Soc. Am. 67, 360-369 (1977).
2. G. Rousset, J.-C. Fontanella, P. Kern, P. Gigan, F. Rigaut, P. Lé na, C. Boyer, P. Jagourel, J.-P. Gaffard, and F. Merkle, "First diffraction-limited astronomical images with adaptive optics," Astron. Astrophys. 230, 29-32 (1990).
3. F. Roddier, ed., Adaptive Optics in Astronomy (Cambridge U. Press, Cambridge, UK, 1999).
4. F. Rigaut, G. Rousset, P. Kern, J.-C. Fontanella, J.-P. Gaffard, F. Merkle, and P. Léna, "Adaptive optics on a 3.6-m telescope: results and performance," Astron. Astrophys. 250, 280-290 (1991).
5. M. C. Roggemann, "Limited degree-of-freedom adaptive optics and image reconstruction," Appl. Opt. 30, 4227-4233 (1991).
6. J. M. Conan, P. Y. Madec, and G. Rousset, "Image formation in adaptive optics partial correction," in Active and Adaptive Optics, F. Merkle, ed., ESO Conference and Workshop Proceedings (Garching bei München, Germany, 1994), pp. 181-186.
7. J.-M. Conan, "Étude de la correction partielle en optique adaptative," Ph.D. thesis (Université Paris XI Orsay, Orsay, France, 1994).
8. G. Demoment, "Image reconstruction and restoration: overview of common estimation structures and problems," IEEE Trans. Acoust. Speech Signal Process. 37, 2024-2036 (1989).
9. J. Idier, ed., Approche bayésienne pour les problèmes inverses (Hermès, Paris, 2001).
10. J.-M. Conan, L. M. Mugnier, T. Fusco, V. Michau, and G. Rousset, "Myopic deconvolution of adaptive optics images by use of object and point-spread function power spectra," Appl. Opt. 37, 4614-4622 (1998).
11. T. Fusco, J.-P. Véran, J.-M. Conan, and L. Mugnier, "Myopic deconvolution method for adaptive optics images of stellar fields," Astron. Astrophys. Suppl. Ser. 134, 1-10 (1999).
12. A. D. Storrs, C. Dunne, J.-M. Conan, L. Mugnier, B. P. Weiss, and B. Zellner, "A closer look at main belt asteroids 1: WF/PC images," Icarus (to be published).
13. D. Gratadour, L. M. Mugnier, and D. Rouan, "Image centering with a maximum likelihood estimator: application to infrared astronomical imaging," in ADASS XIII, F. Ochsenbein, M. Allen, and D. Egret, eds., Astron. Soc. Pacific Conf. Series 30 (Publications of the Astronomical Society of the Pacific, San Francisco, Calif., 2004); manuscript available from the authors, Damien.Gratadournera.fr.
14. J.-P. Véran, F. Rigaut, H. Maître, and D. Rouan, " Estimation of the adaptive optics long-exposure point-spread function using control loop data," J. Opt. Soc. Am. A 14, 3057-3069 (1997).
15. A. Blanc, L. M. Mugnier, and J. Idier, "Marginal estimation of aberrations and image restoration by use of phase diversity," J. Opt. Soc. Am. A 20, 1035-1045 (2003).
16. M. Hartung, A. Blanc, T. Fusco, F. Lacombe, L. M. Mugnier, G. Rousset, and R. Lenzen, "Calibration of NAOS and CONICA static aberrations. Experimental results," Astron. Astrophys. 399, 385-394 (2003).
17. W. H. Richardson, "Bayesian-based iterative method of image restoration," J. Opt. Soc. Am. 62, 55-59 (1972).
18. J. Nunez and J. Llacer, "A general Bayesian image recostruction algorithm with entropy prior: preliminary application to HST data," Publ. Astron. Soc. Pac. 105, 1192-1208 (1993).
19. A. Blanc, J. Idier, and L. M. Mugnier, "Novel estimator for the aberrations of a space telescope by phase diversity," in UV, Optical, and IR Space Telescopes and Instruments, J. B. Breckinridge and P. Jakobsen, eds., Proc. SPIE 4013, 728-736 (2000).
20. A. Blanc, "Identification de réponse impulsionnelle et restauration d'images: apports de la diversité de phase," Ph.D. thesis (Université Paris XI Orsay, Orsay, France, 2002).
21. A. Blanc, T. Fusco, M. Hartung, L. M. Mugnier, and G. Rousset, "Calibration of NAOS and CONICA static aberrations. Application of the phase diversity technique," Astron. Astrophys. 399, 373-383 (2003).
22. P. J. Green, "Bayesian reconstructions from emission tomography data using a modified EM algorithm," IEEE Trans. Med. Imaging 9, 84-93 (1990).
23. C. Bouman and K. Sauer, "A generalized gaussian image model for edge-preserving MAP estimation," IEEE Trans. Image Process. 2, 296-310 (1993).
24. J. Idier and L. Blanc-Féraud, "Déconvolution en imagerie," in Approche bayésienne pour les problè mes inverses, J. Idier, ed. (Hermès, Paris, 2001), Chap. 6, pp. 139-165.
25. W. J. J. Rey, Introduction to Robust and Quasi-Robust Statistical Methods (Springer-Verlag, Berlin, 1983).
26. S. Brette and J. Idier, "Optimized single site update algorithms for image deblurring," in Proceedings of the International Conference on Image Processing (IEEE Computer Society, Press, Los Alamitos, Calif., 1996), pp. 65-68.
27. L. M. Mugnier, C. Robert, J.-M. Conan, V. Michau, and S. Salem, "Myopic deconvolution from wave-front sensing," J. Opt. Soc. Am. A 18, 862-872 (2001).
28. L. Mugnier and G. Le Besnerais, "Problèmes inverses en imagerie optique à travers la turbulence," in Approche bayésienne pour les problèmes inverses, J. Idier, ed. (Hermès, Paris, 2001), Chap. 10, pp. 241-270.
29. H. R. Künsch, "Robust priors for smoothing and image restoration," Ann. Inst. Statist. Math. 46, 1-19 (1994).
30. J. Högbom, "Aperture synthesis with a non-regular distribution of interferometer baselines," Astron. Astrophys. Suppl. Ser. 15, 417-426 (1974).
31. P. Stetson, "DAOPHOT: a computer program for crowded-field stellar photometry," Publ. Astron. Soc. Pac. 99, 191-222 (1987).
32. P. Magain, F. Courbin, and S. Sohy, "Deconvolution with correct sampling," Astrophys. J. 494, 472-477 (1998).
33. K. F. Kaaresen, "Evaluation and applications of the iterated window maximization method for sparse deconvolution," IEEE Trans. Signal Process. 46, 609-624 (1998).
34. F. Champagnat, Y. Goussard, S. Gautier, and J. Idier, "Dé convolution impulsionnelle," in Approche bayésienne pour les problémes inverses, J. Idier, ed. (Hermès, Paris, 2001), Chap. 5, pp. 115-138.
35. T. J. Holmes, "Blind deconvolution of speckle images quantum-limited incoherent imagery: maximum-likehood approach," J. Opt. Soc. Am. A 9, 1052-1061 (1992).
36. E. Thiébaut and J.-M. Conan, "Strict a priori constraints for maximum-likelihood blind deconvolution," J. Opt. Soc. Am. A 12, 485-492 (1995).
37. D. A. Fish, A. M. Brinicombe, E. R. Pike, and J. G. Walker, Blind deconvolution by means of the Richardson-Lucy algorithm," J. Opt. Soc. Am. A 12, 58-65 (1995).
38. S. M. Jefferies and J. C. Christou, "Restoration of astronomical images by iterative blind deconvolution," Astrophys. J. 415, 862-874 (1993).
39. T. J. Schulz, "Multiframe blind deconvolution of astronomical images," J. Opt. Soc. Am. A 10, 1064-1073 (1993).
40. Y.-L. You and M. Kaveh, "A regularization approach to joint blur identification and image restoration," IEEE Trans. Image Process. 5, 416-428 (1996).
41. G. Rousset, "Wave-front sensors," Adaptive Optics in Astronomy, F. Roddier, ed. (Cambridge U. Press, Cambridge, UK, 1999), Chap. 5, pp. 91-130. See also Ref. 3.
42. S. Harder, "Reconstruction de la réponse impulsionnelle du système d'optique adaptative ADONIS à partir des mesures de son analyseur de surface d'onde et Étude photométrique de la variabilité des étoiles YY Orionis," Ph.D. thesis (Universite Joseph Fourier, Grenoble 1, France, 1999).
43. Groupe Problèmes Inverses, "GPAV: une grande œuvre collective," internal report (Laboratoire des Signaux et Systémes, CNRS/Supélec/Université Paris-Sud, Orsay, France, 1997).
44. D. P. Bertsekas, Nonlinear Programming (Athena Scientific, Belmont, Mass., 1995).
45. D. G. Luenberger, Introduction to Linear and Nonlinear Programming (Addison-Wesley, Reading, Mass., 1973).
46. D. M. Titterington, "General structure of regularization procedures in image reconstruction," Astron. Astrophys. 144, 381-387 (1985).
47. Y. Biraud, "A new approach for increasing the resolving power by data processing," Astron. Astrophys. 1, 124-127 (1969).
48. D. Commenges, "The deconvolution problem: fast algorithms including the preconditioned conjugate-gradient to compute a MAP estimator," IEEE Trans. Autom. Control 29, 229-243 (1984).
49. O. Nakamura, S. Kawata, and S. Minami, "Optical microscope tomography. II. Nonnegative constraint by a gradient-projection method," J. Opt. Soc. Am. A 5, 554-561 (1988).
50. G. Rousset, F. Lacombe, P. Puget, N. Hubin, E. Gendron, T. Fusco, R. Arsenault, J. Charton, P. Gigan, P Kern, A.-M. Lagrange, P.-Y. Madec, D. Mouillet, D. Rabaud, P. Rabou, E. Stadler, and G. Zins, "NAOS, the first AO system of the VLT: on sky performance," in Adaptive Optical System Technology II, P. L. Wizinowich and D. Bonaccini, eds., Proc. SPIE 4839, 140-149 (2002).
51. D. L. Snyder, M. I. Miller, L. J. Thomas, Jr., and D. G. Politte, "Noise and edge artifacts in maximum-likelihood reconstruction for emission tomography," IEEE Trans. Med. Imaging 6, 228-237 (1987).
52. J.-M. Conan, T. Fusco, L. Mugnier, F. Marchis, C. Roddier, and F. Roddier, "Deconvolution of adaptive optics images: from theory to practice," in Adaptive Optical Systems Technology, P. Wizinowich, ed., Proc. SPIE 4007, 913-924 (2000).
53. T. Fusco, "Correction partielle et anisoplanétisme en optique adaptative: traitement a posteriori et optique adaptative multiconjuguée," Ph.D. thesis (Université de Nice-Sophia Antipolis, Nice, France, 2000).
54. F. Marchis, I. de Pater, A. G. Davies, H. G. Roe, T. Fusco, D. Le Mignant, P. Descamps, B. A. Macintosh, and R. Prangé, "High-resolution Keck adaptive optics imaging of violent volcanic activity on Io," Icarus 160, 124-131 (2002).
55. F. Marchis, "Imagerie à haute résolution angulaire des objets planétaires en optique adaptative. Application au volcanisme de Io," Ph.D. thesis (Université Paul Sabatier (Toulouse III), Toulouse, France, 2000).
56. A.-M. Lagrange, G. Chauvin, T. Fusco, E. Gendron, D. Rouan, M. Hartung, F. Lacombe, D. Mouillet, G. Rousset, P. Drossart, R. Lenzen, C. Mouton, W. Brandner, N. Hubin, Y. Clenet, A. Stolte, R. Schoedel, G. Zins, and J. Spyromilio, "First diffraction limited images at VLT with NAOS and CONICA," in Instrumental Design and Performance for Optical/Infrared Ground-Based Telescopes, M. Iye and A. F. M. Moorwood, eds., Proc. SPIE 4841, 860-868 (2002).
57. R. Lenzen, M. Hartung, W. Brandner, G. Finger, N. N. Hubin, F. Lacombe, A.-M. Lagrange, M. D. Lehnert, A. F. M. Moorwood, and D. Mouillet, "NAGS-CONICA first on-sky results in a variety of observing modes," in Instrumental Desigtn and Performance for Optical/Infrared Ground-Based Telescopes, M. Iye and A. F. M. Moorwood, eds., Proc. SPIE 4841, 944-952 (2002).
58. F. Marchis, R. Prangace, and T. Fusco, "A survey of Io's volcanism by adaptive optics observations in the 3.8 micron thermal band (1996-1999),"J. Geophys. Res. 106, 33141-33160 (2001).
59. R. R. Howell, J. R. Spencer, J. D. Goguen, F. Marchis, R. Prangé, T. Fusco, B. D. L. , G. J. Veeder, J. A. Rathbun, G. S. Orton, A. J. Groeholski, and J. A. Stansberry, "Groundbased observations of volcanism on Io in 1999 and early 2000," J. Geophys. Res. 106, 33-129 (2002).
60. F. Roddier, C. Roddier, J. E. Graves, M. J. Northcott, and T. Owen, "Neptune cloud structure and activity: ground based monitoring with adaptive optics," Icarus 136, 168-172 (1998).
61. J.-M. Conan, T. Fusco, L. M. Mugnier, and F. Marchis, "MISTRAL: Myopic Deconvolution Method Applied to ADONIS and simulated VLT-NAOS Images," ESO Messenger 99, 38-45 (2000).
62. G. Chauvin, F. Ménard, T. Fusco, A.-M. Lagrange, J.-L. Beuzit, D. Mouillet, and J.-C. Augereau, "Adaptive optics imaging of MBM 12 association. Seven binaries and edge-on disk in a quadruple system," Astron. Astrophys. 394, 949-956 (2002).
63. R. Jayawardhana and A. Brandeker, "Discovery of close companions to the nearby young stars HD 199143 and HD 358623," Astrophys. J. Lett. 561, L111-L113 (2001).
64. G. Chauvin, T. Fusco, A.-M. Lagrange, D. Mouillet, J.-L. Beuzit, M. Thomson, J.-C. Augereau, F. Marchis, C. Dumas, and P. Lowrance, "No disk needed around HD 199143 B," Astron. Astrophys. 394, 219-223 (2002).
65. A. Coustenis, E. Gendron, O. Lai, J.-P. Véran, J. Woillez, M. Combes, L. Vapillon, T. Fusco, L. Mugnier, and P. Rannou, "Images of Titan at 1.3 and 1.6 micron with adaptive optics at the CFHT," Icarus 154, 501-515 (2001).
66. S. Gibbard, B. A. Macintosh, C. E. Max, I. de Pater, F. Marchis, H. Roe, D. S. Acton, O. Lai, P. Wizinowitch, P. Stomski, E. F. Young, and C. P. McKay, "Near-infrared observations of Titan from the W. M. Keck Telescope adaptive optics system," manuscript available from the authors, e.g., fmarchisαstron.berkeleyedu.
67. G. Chauvin, M. Thomson, C. Dumas, J.-L. Beuzit, P. Lowrance, T. Fusco, A.-M. Lagrange, B. Zuckerman, and D. Mouillet, "Adaptive optics imaging survey of the Tucana Horologium association," Astron. Astrophys. 404, 157-162 (2003).
68. D. Hestroffer, F. Marchis, T. Fusco, and J. Berthier, "Adaptive optics observations of asteroid (216) Kleopatra," Research Note, Astron. Astrophys. 394, 339-343 (2002).
69. T. Fusco, J.-M. Conan, L. Mugnier, V. Michau, and G. Rousset, "Characterization of adaptive optics point spread function for anisoplanatic imaging. Application to stellar field deconvolution," Astron. Astrophys. Suppl. Ser. 142, 149-156 (2000).