Anisoplanatic Image Restoration at ADFA

We have been investigating ways to restore images of objects obtained with a telescope under anisoplanatic atmospheric conditions. Anisoplanatic means that the point spread function due to atmospheric turbulence is position dependent. We began by looking at extended astronomical objects, such as craters on the moon but have turned our attention to extended objects on the earth's surface imaged in the horizontal direction in daytime. Our method involves two stages — registration to dewarp individual frames and blind deconvolution of the result. Of particular interest is that we have shown that super-resolution may result because of an apparent increase in telescope aperture due to atmospheric turbulence. A spin-off is a visualisation of the turbulence, currently used to examine the wake behind a jet aircraft. We are also investigating a multiconjugate adaptive optics solution to the problem.

[1]  T. Mckechnie,et al.  Light propagation through the atmosphere and the properties of images formed by large ground-based telescopes , 1991 .

[2]  R. Bates Astronomical speckle imaging , 1982 .

[3]  P. H. Hu,et al.  ANISOPLANATIC EFFECTS IN FINITE-APERTURE OPTICAL SYSTEMS , 1994 .

[4]  R.H.T. Bates,et al.  Image Restoration and Construction , 1986 .

[5]  R G Paxman,et al.  Phase-diversity correction of turbulence-induced space-variant blur. , 1994, Optics letters.

[6]  D. Fried Optical Resolution Through a Randomly Inhomogeneous Medium for Very Long and Very Short Exposures , 1966 .

[7]  W. Lukosz Optical Systems with Resolving Powers Exceeding the Classical Limit , 1966 .

[8]  Andrew Lambert,et al.  Fast intelligent image sensor with application to image restoration , 2003, SPIE Optics + Photonics.

[9]  Richard G. Lane,et al.  Blind deconvolution of noisy complex-valued image , 1989 .

[10]  Donald Fraser,et al.  Wide-area imaging through the atmosphere , 1997, Remote Sensing.

[11]  R. J.,et al.  Phase retrieval using boundary conditions , 2002 .

[12]  A J Lambert,et al.  Linear systems approach to simulation of optical diffraction. , 1998, Applied optics.

[13]  Ngai-Fong Law,et al.  Blind deconvolution using least squares minimisation , 1996 .

[14]  Berthold K. P. Horn,et al.  Determining Optical Flow , 1981, Other Conferences.

[15]  Andrew J. Lambert,et al.  Super-resolution in image restoration of wide area images viewed through atmospheric turbulence , 2002, SPIE Optics + Photonics.

[16]  Andrew Lambert,et al.  Gradient based optical flow techniques for tracking image motion due to atmospheric turbulence , 2001 .

[17]  A. Labeyrie Attainment of diffraction limited resolution in large telescopes by Fourier analysing speckle patterns in star images , 1970 .

[18]  J. C. Dainty,et al.  Iterative blind deconvolution method and its applications , 1988 .

[19]  Robert A. Gonsalves,et al.  Phase Retrieval And Diversity In Adaptive Optics , 1982 .

[20]  Byron M. Welsh,et al.  Analysis of Multiconjugate Adaptive Optics , 1992, Adaptive Optics for Large Telescopes.

[21]  D Mendlovic,et al.  Superresolving optical system with time multiplexing and computer decoding. , 1999, Applied optics.

[22]  R. Lane Phase Retrieval Using Conjugate Gradient Minimization , 1991 .

[23]  A. Lambert,et al.  Atmospheric turbulence visualization with wide-area motion-blur restoration , 1999 .

[24]  Experiments in horizontal imaging , 2001 .

[25]  R A Gonsalves,et al.  Nonisoplanatic imaging by phase diversity. , 1994, Optics letters.

[26]  Mikhail Charnotskii,et al.  Imaging in turbulence beyond diffraction limits , 1995, Optics & Photonics.

[27]  David J. Fleet,et al.  Performance of optical flow techniques , 1994, International Journal of Computer Vision.

[28]  R. Lane,et al.  Fast simulation of a kolmogorov phase screen. , 1999, Applied optics.

[29]  Steven K. Rogers,et al.  Computing optical flow using a discrete, spatio-temporal, wavelet multiresolution analysis , 1994, Defense, Security, and Sensing.

[30]  Mats G. Lofdahl,et al.  Evaluation of phase-diversity techniques for solar-image restoration , 1996 .

[31]  Andrew Lambert,et al.  Application of Optical Flow Techniques in the Restoration of Non-Uniformly Warped Images , 2002 .

[32]  Mikhail Charnotskii,et al.  Observation of superresolution in nonisoplanatic imaging through turbulence , 1990 .

[33]  Andrew Lambert,et al.  Wide-area image restoration using a new iterative registration method , 2000, SPIE Optics + Photonics.

[34]  Andrew J. Lambert,et al.  Can broad-band image restoration rival speckle restoration? , 2002, SPIE Optics + Photonics.

[35]  B. Welsh,et al.  Imaging Through Turbulence , 1996 .

[36]  Richard G Lane,et al.  Tip/tilt estimation from defocused images. , 2002, Journal of the Optical Society of America. A, Optics, image science, and vision.

[37]  Harold S. Stone,et al.  Image registration using wavelet techniques , 1998, Other Conferences.

[38]  R. A. Minard,et al.  Adaptive Optics at the Anglo-Australian Telescope , 1995 .

[39]  Michael W. Marcellin,et al.  Iterative multiframe superresolution algorithms for atmospheric-turbulence-degraded imagery , 1998 .