Name: time multiplexing super resolving technique for imaging from a moving platform
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Description: Watch this Scientific Journal Video about Time Multiplexing Super Resolving Technique for Imaging from a Moving Platform at JoVE.com

1. Setup Alignment
<ol>
	<li>Start by roughly aligning the laser, the beam expender, the lens, and the camera on the same axis; this would be the optic axis.</li>
	<li>Turn on the laser (without the USAT target), and make sure that the light passes through the center of the lens. Use an aperture iris to verify.</li>
	<li>Turn on the camera, and make sure that the light focuses on the center of the camera.</li>
	<li>Shift back the camera, using the linear z stage. Since the system is going out of focus, the spot of ligh...

<ol>
	<li>De Loor, G. P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Possibilities+and+uses+of+radar+and+thermal+infrared+systems.">Possibilities and uses of radar and thermal infrared systems.</a> Photogrammetria. 24, 43-58 (1969).</li><li>Simonett, D. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Remote+sensing+with+imaging+radar:+A+review.">Remote sensing with imaging radar: A review.</a> Geoforum. , 61-74 (1970).</li><li>Born, M., Wolf, E. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> Principles of optics: electromagnetic theory of propagation, interference and diffraction of light. , (1999).</li><li>Wiley, C. A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Synthetic+aperture+radars-a+paradigm+for+technology+evolution.">Synthetic aperture radars-a paradigm for technology evolution.</a> IEEE Trans. Aerospace Elec. Sys. 21, 440-443 (1985).</li><li>Brown, W., Porcello, L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> An introduction to synthetic-aperture radar. , 52-62 (1969).</li><li>Cheney, M., Borden, B. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> Fundamentals of Radar Imaging. Siam. , (2008).</li><li>Otto, R., Fritz, L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Die+lehre+von+der+bildentstehung+im+mikroskop+von+Ernst+Abbe.">Die lehre von der bildentstehung im mikroskop von Ernst Abbe.</a> Vieweg Braunschweig. , (1910).</li><li>Gerchberg, W. R., Saxton, W. O. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=A+practical+algorithm+for+the+determination+of+phase+from+image+and+diffraction+plane+pictures.">A practical algorithm for the determination of phase from image and diffraction plane pictures.</a> Optik. 35, 237-246 (1972).</li><li>Misell, D. L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=A+method+for+the+solution+of+the+phase+problem+in+electron+microscopy.">A method for the solution of the phase problem in electron microscopy.</a> J. Phys. D Appl. Phys. 6, (1973).</li><li>Misell, D. L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=An+examination+of+an+iterative+method+for+the+solution+of+the+phase+problem+in+optics+and+electron+optics:+I.+Test+calculations.">An examination of an iterative method for the solution of the phase problem in optics and electron optics: I. Test calculations.</a> J. Phys. D Appl. Phys. 6, 2200-2216 (1973).</li><li>Misell, D. L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=An+examination+of+an+iterative+method+for+the+solution+of+the+phase+problem+in+optics+and+electron+optics.">An examination of an iterative method for the solution of the phase problem in optics and electron optics.</a> II. Sources of error. J. Phys. D Appl. Phys. 6, 2217-2225 (1973).</li><li>Fienup, J. R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Reconstruction+of+an+object+from+the+modulus+of+its+Fourier+transform.">Reconstruction of an object from the modulus of its Fourier transform.</a> Optics Lett. 3, 27-29 (1978).</li><li>Fienup, J. R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Phase+retrieval+algorithms:+a+comparison.">Phase retrieval algorithms: a comparison.</a> Appl. Optics. 21, 2758-2769 (1982).</li><li>Gur, E., Zalevsky, Z. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Image+deblurring+through+static+or+time-varying+random+perturbation+medium.">Image deblurring through static or time-varying random perturbation medium.</a> J. Electron. Imaging. 18, 033016-03 (2009).</li><li>Goodman, J. W. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Introduction+to+Fourier+Optics.">Introduction to Fourier Optics.</a> Roberts &amp; Company. , (2005).</li><li>Tippie, A. E., Kumar, A., Fienup, J. R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=High-resolution+synthetic-aperture+digital+holography+with+digital+phase+and+pupil+correction.">High-resolution synthetic-aperture digital holography with digital phase and pupil correction.</a> Optics Express. 19, 12027-12038 (2011).</li><li>Lim, S., Choi, K., Hahn, J., Marks, D. L., Brady, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Image-based+registration+for+synthetic+aperture+holography.">Image-based registration for synthetic aperture holography.</a> Optics Express. 19, 11716-11731 (2011).</li></ol>

The optical synthetic aperture RADAR (OSAR) concept that is presented in this paper is a new super resolved approach that uses the G-S algorithm and scanning technique in order to improve the spatial resolution of an object in the direction of the scan. The movement of the imaging platform can be self-generated while using an airborne or satellite platform. Unlike many time multiplexing SR techniques, our method does not require any a priori information of the object, other than the fact that it is stationary du...

In radar imaging, a narrow angle beam of pulse Radio Frequency (RF) is transmitted using an antenna that is mounted on a platform. The radar signal transmits in a side-looking direction towards the surface1,2. The reflected signal is backscattered from the surface and is received by the same antenna2. The received signals are converted to a radar image. In Real Aperture Radar (RAR) the resolution in the azimuth direction is proportional to wavelength and inversely proportional to the aperture dimension3. Thus, a bigger antenna is required for higher azimuth resolution. However, it is difficult to attach large antenna to a moving platforms such as airplanes and satellites. In 1951 Wiley4 suggested a new radar technique called Synthetic Aperture Radar (SAR), which uses the Doppler effect created by the movement of the imaging platform. In SAR, the amplitude as well as the phase of the received signal are recorded5. This is possible since the SAR optical frequency is about 1-100 GHz6 and the phase is recorded using a reference local resonator installed on top of the platform. In optical imaging, shorter wavelengths are being used, such as the visible and the near infra-red (NIR), which is about 1 &#956;m, i.e. frequency of about 1014&#160;Hz. The field intensity, rather than the field itself, is being detected since the optic phase changes too fast for detection using standard silicon based detectors.
While imaging an object through an optical system, the aperture of the optics serves as a low-pass filter. Thus, the high-frequency spatial information of the object is lost7. In this paper we aim to solve each of the above mentioned issues separately, i.e. the phase lost and the diffraction limit effect.
Gerchberg and Saxton (G-S)8 suggested that the optical phase can be retrieved using an iterative process. Misell9-11 has extended the algorithm for any two input and output planes. These approaches are proven to converge to a phase distribution with a minimal mean square error (MSE)12,13. Gur and Zalevsky14 presented a three planes method which improves the Misell algorithm.
We propose and demonstrate experimentally that restoring the phase while shifting the imaging lens, as done with the antenna in SAR application allows us to synthetically increase the effective size of the aperture along the scanning axis and eventually improve the resulted imaging resolution.
The application of SAR in optical imaging using interferometry and holography is well-known16,17. However, the suggested method is aimed for mimicking a scanning imaging platform, making it suitable for noncoherent imaging (such as side-looking airborne platform). Thus, the concept of holography, which uses a reference beam, is not suitable for such an application. Instead, the revised Gerchberg-Saxton algorithm is used in order to retrieve the phase.

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			<td align="left" height="22" style="height:22px;width:311px;">Red Laser Module</td>
			<td style="width:311px;">Thorlabs</td>
			<td style="width:259px;"><a href="http://thorlabs.com/thorProduct.cfm?partNumber=LDM635">LDM635</a></td>
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			<td align="left" height="22" style="height:22px;width:311px;">10X Galilean Beam Expander</td>
			<td style="width:311px;">Thorlabs</td>
			<td style="width:259px;"><a href="http://thorlabs.com/thorProduct.cfm?partNumber=BE10M-A">BE10M-A</a></td>
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			<td align="left" height="22" style="height:22px;width:311px;">Negative 1951 USAF Test Target</td>
			<td style="width:311px;">Thorlabs</td>
			<td style="width:259px;"><a href="http://thorlabs.com/thorProduct.cfm?partNumber=R3L3S1N">R3L3S1N</a></td>
			<td style="width:261px;"></td>
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			<td align="left" height="22" style="height:22px;width:311px;">Filter holder for 2&#34; Square Filters</td>
			<td style="width:311px;">Thorlabs</td>
			<td style="width:259px;"><a href="http://thorlabs.com/thorProduct.cfm?partNumber=FH2">FH2</a></td>
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			<td align="left" height="22" style="height:22px;width:311px;">1&#34; Linear Translation Stage</td>
			<td style="width:311px;">Thorlabs</td>
			<td style="width:259px;"><a href="http://thorlabs.com/thorProduct.cfm?partNumber=PT1">PT1</a></td>
			<td style="width:261px;">X2</td>
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			<td align="left" height="22" style="height:22px;width:311px;">Lens Mount for &#216;1&#34; Optics</td>
			<td style="width:311px;">Thorlabs</td>
			<td style="width:259px;"><a href="http://thorlabs.com/thorProduct.cfm?partNumber=LMR1">LMR1</a></td>
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			<td align="left" height="22" style="height:22px;width:311px;">Lens f = 100.0mm</td>
			<td style="width:311px;">Thorlabs</td>
			<td style="width:259px;"><a href="http://thorlabs.com/thorProduct.cfm?partNumber=AC254-100-A">AC254-100-A</a></td>
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			<td align="left" height="22" style="height:22px;width:311px;">Graduated Ring-Activated Iris Diaphragm</td>
			<td style="width:311px;">Thorlabs</td>
			<td style="width:259px;"><a href="http://www.thorlabs.com/thorproduct.cfm?partnumber=SM1D12C">SM1D12C</a></td>
			<td style="width:261px;"></td>
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			<td align="left" height="22" style="height:22px;width:311px;">2.5x2.5mm Aperture &#216;1&#34;</td>
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			<td style="width:259px;"></td>
			<td style="width:261px;">Indoor production</td>
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			<td align="left" height="22" style="height:22px;width:311px;">High Resolution CMOS Camera</td>
			<td style="width:311px;">Thorlabs</td>
			<td style="width:259px;"><a href="http://thorlabs.com/thorProduct.cfm?partNumber=DCC1545M">DCC1545M</a></td>
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time multiplexing super resolving technique for imaging from a moving platform

We propose a method for increasing the resolution of an object and overcoming the diffraction limit of an optical system installed on top of a moving imaging system, such as an airborne platform or satellite. The resolution improvement is obtained in a two-step process. First, three low resolution differently defocused images are being captured and the optical phase is retrieved using an improved iterative Gerchberg-Saxton based algorithm. The phase retrieval allows to numerically back propagate the field to the aperture plane. Second, the imaging system is shifted and the first step is repeated. The obtained optical fields at the aperture plane are combined and a synthetically increased lens aperture is generated along the direction of movement, yielding higher imaging resolution. The method resembles a well-known approach from the microwave regime called the Synthetic Aperture Radar (SAR) in which the antenna size is synthetically increased along the platform propagation direction. The proposed method is demonstrated through laboratory experiment.

An example for the nine captured images (three defocus images in three lateral positions) is shown in Figure 3.
An example for the G-S convergence is shown in Figure 4. The correlation coefficient for the central image I1,b is above 0.95, and the correlation coefficient for the side images I1,a, and I1,c is above 0.85 (in full numerical simulation they all passed 0.99).
A representative result for th...

Watch this Scientific Journal Video about Time Multiplexing Super Resolving Technique for Imaging from a Moving Platform at JoVE.com

Time Multiplexing Super Resolving Technique for Imaging from a Moving Platform (Video) | JoVE

A method for overcoming the optical diffraction limit is presented. The method includes a two-step process: optical phase retrieval using iterative Gerchberg-Saxton algorithm, and imaging system shifting followed by repetition of the first step. A synthetically increased lens aperture is generated along the direction of movement, yielding higher imaging resolution.

Time Multiplexing Super Resolving Technique for Imaging from a Moving Platform

We propose a method for increasing the resolution of an object and overcoming the diffraction limit of an optical system installed on top of a moving ...

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