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Image Processing Using THG for Image Correlation      Halim



All Optical Image Processing
            Using
Third Harmonic Generation
             For
     Image Correlation


            Md. Faisal Halim (Faissal)



  Optical Information Processing Course



                         Prof. Dorsinville

                        Monday, 20th December, 2010


Monday, 20th December, 2010                           1
Image Processing Using THG for Image Correlation               Halim


                                 Table of Contents

Topic                                                Page Number
Paper Reviewed                                       3
Motive: Computing                                    3
Optical Image Correlation                            4
4-f Architecture                                     5
Third Harmonic Generation                            6
Contrast of the Detected Image                       7
Importance of Orientation                            8
Time Gating                                          8
Future Work                                          10
Conclusion                                           10
References                                           11




Monday, 20th December, 2010                                        2
Image Processing Using THG for Image Correlation                                        Halim


Paper Reviewed:

Third-harmonic generation and its applications in optical image processing

Canek Fuentes-Hernandez, Gabriel Ramos-Ortiz, Shuo-Yen Tseng, Michael P. Gaja

and Bernard Kippelen

J. Mater. Chem., 2009, 19, 7394–7401

DOI: 10.1039/b905561d



Motive: Computing

Just as an anecdote, an IBM Road Runner Supercomputer (the world’s fastest

supercomputer) occupies 560 m2 of real estate and can run 1.7x1015 Floating Point

Operations Per Second. 2 Dimensional image processing, on the other hand, which

implements matrix convolutions and multiplications, when implemented with ultrafast

nonlinear optical processes, can supersede 1016 Operations Per Second1.



So, by utilizing the massive parallelism offered by 2D signal processing, the high

repetition rates of the ever faster laser sources2, and inherently ultrafast nonlinear optical

processes it will be possible to produce ever faster computers. This will scale up the

speed of computing, and thus extend their range of applications far beyond what the size

reduction of electronic chip components would otherwise allow, and so optical

information processing may become the new avenue that allows the computing industry

to keep up with Moore’s Law.




Monday, 20th December, 2010                                                              3
Image Processing Using THG for Image Correlation                                         Halim


Optical Image Correlation

Optical image correlation is just one of the many applications of optical computing, and it

may one day make complex tasks that are done after the digitization, where computations

are performed on an electronic readout, a thing of the past. To give an analogy, when a

modern radar system detects signals from a target it takes a digital readout, then

compares the spectral (and temporal) characteristics against a database of known

signatures to identify the target. Such a system has a number of disadvantages, like (a)

digitization is an intermediate step, and (b) digital signal processing, using electronics, is

an inherently slower process than optical processes. If such processing could be done

even before the received signal is read out by the radar system, however, then the system

could perform a lot faster. This is where optical image correlation comes in. Image

correlation, when done in the optical regime, is useful because then physical processes

like harmonic generation can be utilized to generate a flag signal if and only if a target

signal if detected (the flag signal, at a shorter wavelength than the target signal, alerts the

system, or its users, of the presence of the intended target’s signal). Third harmonic

generation (THG), while less efficient than second harmonic generation, is a good choice

of process for optical image correlation because it can happen where three coherent light

beams interact1, much like the interaction of three coherent beams of equal wavelength,

but different propagation vectors, in four wave mixing process where the three incoming

beams sum up to their third harmonic3. In fact, there are groups that are doing four wave

mixing using the 4-f architecture (which is popular for image processing4)5,6.




Monday, 20th December, 2010                                                               4
Image Processing Using THG for Image Correlation                                             Halim


In many current image correlation systems the incoming signals are sent through a spatial

light modulator (SLM) and the signal that one is looking for, as well as the background,

are at the same wavelength. Using THG, however, the presence of a sought after signal

will trigger THG, so the lack of the third harmonic of the fundamental wavelength will

indicate the absence of the sought after signal (more on this later). This does not remove

the necessity of the SLM, however, as it may still be required to project the spectral

characteristics of a sought after signal, and the signal from the target will have to interact

with it (and also a Gaussian signal) for THG to happen.



4-f Architecture

The 4-f architecture used by this group is as follows:




Figure 1: 4-f Architecture; an SLM can be used in the position of h, so that one may change what

object one wants to detect.




Monday, 20th December, 2010                                                                   5
Image Processing Using THG for Image Correlation                                      Halim


Figure 1 shows that three coherent beams, when propagating non collinearly, can undergo

THG in a suitable material (in this case, a stable, polymeric, solution processable material

with a high χ(3), preferably a high absorption at the fundamental wavelength, and a low

absorption at the third harmonic). If one of the beams goes through a pinhole (r), one

goes through a mask (h – the target being searched for) and the other (g) acts as the signal

comes in from a remote source (rather than through the diffractive optical element) then

the image in the back plane will show bright spots where the spatial features and

orientation of g match the features and orientation in h. In other words, wherever in the

image g there is a ‘copy’ of h, there will be a corresponding bright spot (in the shape of h)

in the image in the back plane.



Third Harmonic Generation




Figure 2: Propagation vectors for THG7




Owing to the direction of the propagation vectors of the incoming light for THG (see

Figures 27 and 3) the incoming light and the THG light are spatial separated, and thus do

not have to be separated using further optics, and there is no ambiguity as to the source of

the light, upon detection at the back plane.

Monday, 20th December, 2010                                                            6
Image Processing Using THG for Image Correlation                                              Halim




Figure 3: Vector mismatch between the exciting and THG modes seen for (a) two beam excitation

and (b) 3 beam excitation, along with the resulting spatial separation of the beams in the image plane




Contrast of the Detected Image

In such a system the radius of the pinhole r (from Figure 1) dictates the sharpness,

contrast and brightness of the detected image, as shown in Figure 4.




Figure 4: Size of r decides contrast and brightness of detected image


Monday, 20th December, 2010                                                                    7
Image Processing Using THG for Image Correlation                                                Halim


Importance of Orientation

A major drawback of the system used here is that the orientation of the detection mask (h,

from Figure 1) dictates how well (and if) the signal being sought is even detected, as

shown in Figure 5.




Figure 5: Orientation of mask, relative to signal, dictates detection probability – the mask and the

signal have to be oriented the same way for a recognizable THG image to be generated.




Time Gating

Owing to the fact that an ultrashort pulse will get elongated by scattering media in a real

system (see Figure 6) a time gating system will reduce the effects of scattering (Figures 7

and 8), by only doing THG with the ballistic photons.




Monday, 20th December, 2010                                                                      8
Image Processing Using THG for Image Correlation                                                    Halim




Figure 6: Realistic System; note that h is used as the signal from the remote location, rather than g,

here, as opposed to the text of this paper. ‘r’ is used as the gating signal for THG. Clearly, the THG

signal is separated, spatially, from the NIR (fundamental) signal.




Figure 7: Effects of time gating: the bottom row shows the delay between the incoming signal and the

gating (mfp = mean free path). The excitation was a 1550nm, and the detection was done at 517nm.




Figure 8: Time gating the system's pulse, from Figure 6, can be used to select only the ballistic
photons from a an incoming pulse for THG.




Monday, 20th December, 2010                                                                         9
Image Processing Using THG for Image Correlation                                     Halim


Future Work

New kinds of molecules, like octupolar molecules, with higher absorption in at the

fundamental wavelength, and lesser absorption at the THG wavelength will enhance such

applications, even though this group has done some work on the materials used to make

the film for THG8,9,10.

Conclusion

An optical image correlator has been implemented, and it is all optical. Complete

independence from the use of SLMs has not yet been achieved, but future all optical

systems could eventually do for optical surveillance what radar target databases has done

for air surveillance, only they would work much faster.




Monday, 20th December, 2010                                                           10
Image Processing Using THG for Image Correlation                                   Halim


References

   1. Third-harmonic generation and its applications in optical image processing

      Canek Fuentes-Hernandez, Gabriel Ramos-Ortiz, Shuo-Yen Tseng, Michael P.

      Gaja and Bernard Kippelen

      J. Mater. Chem., 2009, 19, 7394–7401

      DOI: 10.1039/b905561d

   2. Recent developments in compact ultrafast lasers

      Ursula Keller

      Nature 424, 831-838 (14 August 2003)

      DOI: 10.1038/nature01938

   3. Springer Handbook of Lasers and Optics

      Copyright, 2007

      Frank Träger (Ed.)

   4. Optical Signal Processing

      Anthony VanderLugt

      Wiley, 2005

   5. Degenerate multi-wave mixing inside a 4f imaging system in presence of

      nonlinear absorption

      K. Fedus, G. Boudebs, H. Leblond

      Appl Phys B (2010) 100: 827–831

      DOI 10.1007/s00340-010-4004-z

   6. Ultrafast nonlinear optical properties of alkyl phthalocyanines investigated using

      degenerate four-wave mixing technique


Monday, 20th December, 2010                                                         11
Image Processing Using THG for Image Correlation                                  Halim


      R. Sai Santosh Kumar, S. Venugopal Rao, L. Giribabu, D. Narayana Rao

      Optical Materials 31 (2009) 1042–1047

   7. Four-Wave Mixing and its Applications

      CW Thiel

      http://citeseerx.ist.psu.edu/viewdoc/download?

      doi=10.1.1.118.63&rep=rep1&type=pdf

      20th December, 2010

   8. "Ultrafast optical image processing based on third-harmonic generation in organic

      thin films“

      Fuentes-Hernandez et. al.

      APPLIED PHYSICS LETTERS 91, 131110, 2007

   9. "Thick Optical-Quality Films of Substituted Polyacetylenes with Large, Ultrafast

      Third-Order Nonlinearities and Application to Image Correlation“

      Chi, et. al.

      Adv. Mater. 2008, 20, 3199–3203

   10. “Second-order nonlinear optical properties of octupolar molecules structure–

      property relationship”

      Kim, et. al.

      J. Mater. Chem., 2009, 19, 7402–7409




Monday, 20th December, 2010                                                           12

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All optical image processing using third harmonic generation for image correlation

  • 1. Image Processing Using THG for Image Correlation Halim All Optical Image Processing Using Third Harmonic Generation For Image Correlation Md. Faisal Halim (Faissal) Optical Information Processing Course Prof. Dorsinville Monday, 20th December, 2010 Monday, 20th December, 2010 1
  • 2. Image Processing Using THG for Image Correlation Halim Table of Contents Topic Page Number Paper Reviewed 3 Motive: Computing 3 Optical Image Correlation 4 4-f Architecture 5 Third Harmonic Generation 6 Contrast of the Detected Image 7 Importance of Orientation 8 Time Gating 8 Future Work 10 Conclusion 10 References 11 Monday, 20th December, 2010 2
  • 3. Image Processing Using THG for Image Correlation Halim Paper Reviewed: Third-harmonic generation and its applications in optical image processing Canek Fuentes-Hernandez, Gabriel Ramos-Ortiz, Shuo-Yen Tseng, Michael P. Gaja and Bernard Kippelen J. Mater. Chem., 2009, 19, 7394–7401 DOI: 10.1039/b905561d Motive: Computing Just as an anecdote, an IBM Road Runner Supercomputer (the world’s fastest supercomputer) occupies 560 m2 of real estate and can run 1.7x1015 Floating Point Operations Per Second. 2 Dimensional image processing, on the other hand, which implements matrix convolutions and multiplications, when implemented with ultrafast nonlinear optical processes, can supersede 1016 Operations Per Second1. So, by utilizing the massive parallelism offered by 2D signal processing, the high repetition rates of the ever faster laser sources2, and inherently ultrafast nonlinear optical processes it will be possible to produce ever faster computers. This will scale up the speed of computing, and thus extend their range of applications far beyond what the size reduction of electronic chip components would otherwise allow, and so optical information processing may become the new avenue that allows the computing industry to keep up with Moore’s Law. Monday, 20th December, 2010 3
  • 4. Image Processing Using THG for Image Correlation Halim Optical Image Correlation Optical image correlation is just one of the many applications of optical computing, and it may one day make complex tasks that are done after the digitization, where computations are performed on an electronic readout, a thing of the past. To give an analogy, when a modern radar system detects signals from a target it takes a digital readout, then compares the spectral (and temporal) characteristics against a database of known signatures to identify the target. Such a system has a number of disadvantages, like (a) digitization is an intermediate step, and (b) digital signal processing, using electronics, is an inherently slower process than optical processes. If such processing could be done even before the received signal is read out by the radar system, however, then the system could perform a lot faster. This is where optical image correlation comes in. Image correlation, when done in the optical regime, is useful because then physical processes like harmonic generation can be utilized to generate a flag signal if and only if a target signal if detected (the flag signal, at a shorter wavelength than the target signal, alerts the system, or its users, of the presence of the intended target’s signal). Third harmonic generation (THG), while less efficient than second harmonic generation, is a good choice of process for optical image correlation because it can happen where three coherent light beams interact1, much like the interaction of three coherent beams of equal wavelength, but different propagation vectors, in four wave mixing process where the three incoming beams sum up to their third harmonic3. In fact, there are groups that are doing four wave mixing using the 4-f architecture (which is popular for image processing4)5,6. Monday, 20th December, 2010 4
  • 5. Image Processing Using THG for Image Correlation Halim In many current image correlation systems the incoming signals are sent through a spatial light modulator (SLM) and the signal that one is looking for, as well as the background, are at the same wavelength. Using THG, however, the presence of a sought after signal will trigger THG, so the lack of the third harmonic of the fundamental wavelength will indicate the absence of the sought after signal (more on this later). This does not remove the necessity of the SLM, however, as it may still be required to project the spectral characteristics of a sought after signal, and the signal from the target will have to interact with it (and also a Gaussian signal) for THG to happen. 4-f Architecture The 4-f architecture used by this group is as follows: Figure 1: 4-f Architecture; an SLM can be used in the position of h, so that one may change what object one wants to detect. Monday, 20th December, 2010 5
  • 6. Image Processing Using THG for Image Correlation Halim Figure 1 shows that three coherent beams, when propagating non collinearly, can undergo THG in a suitable material (in this case, a stable, polymeric, solution processable material with a high χ(3), preferably a high absorption at the fundamental wavelength, and a low absorption at the third harmonic). If one of the beams goes through a pinhole (r), one goes through a mask (h – the target being searched for) and the other (g) acts as the signal comes in from a remote source (rather than through the diffractive optical element) then the image in the back plane will show bright spots where the spatial features and orientation of g match the features and orientation in h. In other words, wherever in the image g there is a ‘copy’ of h, there will be a corresponding bright spot (in the shape of h) in the image in the back plane. Third Harmonic Generation Figure 2: Propagation vectors for THG7 Owing to the direction of the propagation vectors of the incoming light for THG (see Figures 27 and 3) the incoming light and the THG light are spatial separated, and thus do not have to be separated using further optics, and there is no ambiguity as to the source of the light, upon detection at the back plane. Monday, 20th December, 2010 6
  • 7. Image Processing Using THG for Image Correlation Halim Figure 3: Vector mismatch between the exciting and THG modes seen for (a) two beam excitation and (b) 3 beam excitation, along with the resulting spatial separation of the beams in the image plane Contrast of the Detected Image In such a system the radius of the pinhole r (from Figure 1) dictates the sharpness, contrast and brightness of the detected image, as shown in Figure 4. Figure 4: Size of r decides contrast and brightness of detected image Monday, 20th December, 2010 7
  • 8. Image Processing Using THG for Image Correlation Halim Importance of Orientation A major drawback of the system used here is that the orientation of the detection mask (h, from Figure 1) dictates how well (and if) the signal being sought is even detected, as shown in Figure 5. Figure 5: Orientation of mask, relative to signal, dictates detection probability – the mask and the signal have to be oriented the same way for a recognizable THG image to be generated. Time Gating Owing to the fact that an ultrashort pulse will get elongated by scattering media in a real system (see Figure 6) a time gating system will reduce the effects of scattering (Figures 7 and 8), by only doing THG with the ballistic photons. Monday, 20th December, 2010 8
  • 9. Image Processing Using THG for Image Correlation Halim Figure 6: Realistic System; note that h is used as the signal from the remote location, rather than g, here, as opposed to the text of this paper. ‘r’ is used as the gating signal for THG. Clearly, the THG signal is separated, spatially, from the NIR (fundamental) signal. Figure 7: Effects of time gating: the bottom row shows the delay between the incoming signal and the gating (mfp = mean free path). The excitation was a 1550nm, and the detection was done at 517nm. Figure 8: Time gating the system's pulse, from Figure 6, can be used to select only the ballistic photons from a an incoming pulse for THG. Monday, 20th December, 2010 9
  • 10. Image Processing Using THG for Image Correlation Halim Future Work New kinds of molecules, like octupolar molecules, with higher absorption in at the fundamental wavelength, and lesser absorption at the THG wavelength will enhance such applications, even though this group has done some work on the materials used to make the film for THG8,9,10. Conclusion An optical image correlator has been implemented, and it is all optical. Complete independence from the use of SLMs has not yet been achieved, but future all optical systems could eventually do for optical surveillance what radar target databases has done for air surveillance, only they would work much faster. Monday, 20th December, 2010 10
  • 11. Image Processing Using THG for Image Correlation Halim References 1. Third-harmonic generation and its applications in optical image processing Canek Fuentes-Hernandez, Gabriel Ramos-Ortiz, Shuo-Yen Tseng, Michael P. Gaja and Bernard Kippelen J. Mater. Chem., 2009, 19, 7394–7401 DOI: 10.1039/b905561d 2. Recent developments in compact ultrafast lasers Ursula Keller Nature 424, 831-838 (14 August 2003) DOI: 10.1038/nature01938 3. Springer Handbook of Lasers and Optics Copyright, 2007 Frank Träger (Ed.) 4. Optical Signal Processing Anthony VanderLugt Wiley, 2005 5. Degenerate multi-wave mixing inside a 4f imaging system in presence of nonlinear absorption K. Fedus, G. Boudebs, H. Leblond Appl Phys B (2010) 100: 827–831 DOI 10.1007/s00340-010-4004-z 6. Ultrafast nonlinear optical properties of alkyl phthalocyanines investigated using degenerate four-wave mixing technique Monday, 20th December, 2010 11
  • 12. Image Processing Using THG for Image Correlation Halim R. Sai Santosh Kumar, S. Venugopal Rao, L. Giribabu, D. Narayana Rao Optical Materials 31 (2009) 1042–1047 7. Four-Wave Mixing and its Applications CW Thiel http://citeseerx.ist.psu.edu/viewdoc/download? doi=10.1.1.118.63&rep=rep1&type=pdf 20th December, 2010 8. "Ultrafast optical image processing based on third-harmonic generation in organic thin films“ Fuentes-Hernandez et. al. APPLIED PHYSICS LETTERS 91, 131110, 2007 9. "Thick Optical-Quality Films of Substituted Polyacetylenes with Large, Ultrafast Third-Order Nonlinearities and Application to Image Correlation“ Chi, et. al. Adv. Mater. 2008, 20, 3199–3203 10. “Second-order nonlinear optical properties of octupolar molecules structure– property relationship” Kim, et. al. J. Mater. Chem., 2009, 19, 7402–7409 Monday, 20th December, 2010 12