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Description  |
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BACKGROUND OF THE INVENTION
1. Field of the Invention
The present invention relates to an optical associative identifier to be
utilized in the field of optical data processing, and particularly relates
to an improved optical associatively identifying apparatus.
2. Description of the Prior Art
There has been proposed a method of obtaining associatively a complete
image from an incomplete image by an optical means, as shown in FIG. 1
(the prior art), referring to "Oyou Buturi (Applied Physics): Vol. 57, No.
10, pages 1,522 to 1,527. This method comprises forming multiple holograms
98 by changing the angle of incidence of the reference beam with regard to
each of the complex conjugated reference images, forming a hologram 99 for
the conjugated wave with regard to the hologram 98, putting an incomplete
image A' on the hologram 98, and using the radiation of the beam from the
hologram 98 along with the direction of the reference beam to record the
complete image A, having high correlation with regard to the incomplete
image A', so as to irradiate the hologram 99, thereby, resulting in an
output of the complete image A. Further, this complete image is
substituted in place of the input of the incomplete image to be fed back
through a non-linear feed back amplifier 93, or a nonlinear processing
step 94, thereby yielding only one associative output.
However, in this method, a recording media for writing high resolution
images is necessary for a memory of recording holographic reference
images. The currently available material satisfying such requirement is
merely a photographically recording material. However, if the number of
the reference images is large, one hologram cannot record all of the
reference images. If all of the reference images are recorded in a
plurality of separate holograms, the processing operation must use a
mechanical changeover switch for holograms. Therefore, the method of the
prior art requires the time-consuming development of a hologram, and
further needs a very complicated operation for producing holograms because
the reference beam has to be changed in its direction for each of the
reference images. Further, it was impossible to process these holograms in
real time. When the number of reference images is large, the search to
find the image will take a great deal of time.
Further, in the prior art, because the range of spatial frequency for good
refractive efficiency in producing holograms is fixed, it is impossible to
select the range of spatial frequency efficient for the images for
comparison or operation. It is therefore impossible to exert both of the
outlined association or processing, and the comparison or processing of
the detailed or fine portions of the image in the same memory.
SUMMARY OF THE INVENTION
Accordingly, an object of the present invention is to develop an optical
associative identifier using feed-back operations based on a joint
transform correlator utilizing spatial light modulator.
It is another object of the present invention to provide an optical
associative identifier without holographic means, but using an element in
which reference images can be easily recorded, in which the correlation
processing between the reference images and the image to be identified can
be carried out in real time, so as to drastically raise the number of the
reference images to be processed.
It is still another object of the present invention to provide an optical
associative identifier enabling correct and rapid associative
identification because of correlation processing by changing the range of
the spatial frequency to write and read the reference image and the image
to be identified.
BRIEF DESCRIPTION OF THE DRAWINGS
The objects and features of the present invention will become more apparent
from the consideration of the following detailed description taken in
conjunction with the accompanying drawings in which:
FIG. 1 shows generally a prior art optical associative identifier;
FIG. 2 schematically shows the inventive optical associative identifier;
FIG. 3 shows a schematic view of a display apparatus used for the inventive
optical associative identifier;
FIG. 4 shows a schematic illustration showing the difference between a
reference image and an input image to be tested for the inventive optical
associative identifier;
FIG. 5 is a graph showing the relation of the output of a photodetecting
means 6 in FIG. 2, plotted against the number of correlation iteration
carried out in the optical associative identifier of the present
invention;
FIG. 6 schematically shows a second type of inventive optical associative
identifier;
FIG. 7 schematically shows the structure of the reflection type liquid
crystal light valve apparatus used in the inventive optical associative
identifier; and
FIG. 8 shows a schematic illustration of a third type of the inventive
optical associative identifier.
DETAILED DESCRIPTION OF PREFERRED EMBODIMENTS
In accordance with the present invention, an optical associative identifier
has: (a) a first image output means (i.e. 1 of FIG. 2) capable of
displaying simultaneously coherent images, consisting at least of an image
to be identified, and reference images, modulating spatially and/or
temporally a complex amplitude distribution of the output through optical
of electrical addressing; (b) a first optical Fourier transformation means
(i.e. 2 of FIG. 2) for transforming optically a two-dimensionally
distributed pattern of the output complex amplitude from the first image
output means, in a Fourier transformation form; (c) a spatial filter (i.e.
3 of FIG. 2) to restrict an area receiving the output beam from the first
Fourier transformation means, into a spatial frequency range corresponding
to the portion to be comprehensively compared with a reference image
group, of said image to be identified; (d) a second image output means
(i.e. 4 of FIG. 2) capable of changing a complex amplitude distribution of
a coherent two-dimensional output beam so as to cope with the spatial
intensity distribution pattern from the first optical Fourier
transformation means (i.e. 5 of FIG. 2) for transforming a
two-dimensionally distributed pattern of the output complex amplitude from
the second image output means, in a Fourier transformation form, and of
giving the output of the transformation as a modifying signal to the first
image output means; (f) a means (i.e. 6 of FIG. 2) of detecting the output
beam from the second optical Fourier transformation means; and (g) a
second spatial filter-control device (i.e. 62 of FIG. 2) for judging the
saturation of the associative process in view of the output relative to
the cross-correlation of the image to be identified, and being detected by
the detecting device, with the reference image, and of changing the beam
receiving restriction area of the spatial filter.
The correlation coefficient between one of the reference images and the
image to be identified is initially determined for association and
identification processing.
The output from the second Fourier transformation device which is
corresponding to the correlation coefficient is fed back to the first
output device to change the radiation from each of the reference images at
the first output device, therefore, the influence from the reference
images having a correlation coefficient is selectively removed, so that
the correct and rapid selection or identification can be exerted to a
number of the reference images.
In accordance with the present invention, spatial patterns corresponding to
reference images and an image to be identified can be formed and displayed
on a first image output device, and can be Fourier-transformed by a first
optical Fourier transformation device so as to produce multiple
interference fringes formed by interference between the reference images
and the image to be identified. Assuming that the image to be identified
would constitute an incomplete image of one of the reference images, the
range of spatial frequency to limit the range transmitting through a
spatial filter is settled to be a range of spatial frequency corresponding
to the size of the image to be associated with the image to be identified.
Further, the fine or detailed information necessary to identify the
outline of the image can be removed by passing the beam through the
spatial filter to limit the spatial frequency range of the reference
images and the image to be identified into a certain high frequency range.
The coherent beam having the intensity distribution or phase distribution
corresponding to the intensity distribution of the multiple interference
fringe as formed emits, or radiates from the second image output means
(i.e. 45 of FIG. 2).
The complex amplitude distribution pattern of this coherent beam (i.e. 47
of FIG. 2) is Fourier transformed by the second optical Fourier
transformation device to produce the two-dimensional intensity
distribution representing the outlined shapes, the relative positions of
the reference images and the image to be identified, and further the
correlation between the reference image and the image to be identified.
This two-dimensional intensity distribution is transferred into the first
image output device (i.e. 15 of FIG. 2), and the intensity of the output
from the first image output means is such that the portions of the
reference images having the high correlation intensity is highly
irradiated, and the portions having the lower correlation intensity has
lower irradiation.
While the above operation is repeated, the amount of the radiation emitting
from the portions of the reference image having a relatively low
correlation will be gradually lowered, and the reference images having a
shape resembling that of the image to be identified will remain so as to
decrease the number of the reference images to be compared, i.e. the
candidates. As the number of the candidates is decreased, the visibility
of the interference fringes formed by the first Fourier transformation
device will be raised so as to enable correct comparison or association of
the image to be identified with the remaining reference images.
However, when the image to be identified is lacking one of the reference
images, i.e. an incomplete reference image, the intensity of the radiation
emitting from this incomplete reference image will be low in the initial
stage of the processing operation, but because it has the higher
correlation intensity, when the intensity of the radiation emitting from
this image is lower than the initial stage, the intensity of the radiation
emitting from this reference image will be gradually raised during the
repeated operations.
In view of the foregoing, while the processing operations are repeated in
accordance with the present invention, the output of the correlation with
regard to the reference image will be gradually increased even if the
initial output is low. On the other hand, the output from the other
reference images which shall not be associated with the image to be
identified will be gradually lowered. Therefore, the image to be
identified will only be compared with one or a few reference images.
After the associating operations are repeated so as to constrain the
candidates to one or a few reference images, the range of spatial
frequency to restrict the frequency of the beam passing through the
spatial filter is limited to the spatial frequency, so as to enable the
determination of the corresponding correlation coefficient, to define
enough details of the reference images remaining with the image to be
identified. This operation can facilitate rapid and correct associative
identification of the image to be tested.
In accordance with the optical associative identifier, the first image
output device (i.e. 1 of FIG. 2) essentially consists of at least, (1) a
coherent beam source (i.e. 11 of FIG. 2), (2) a first spatial beam
modulator (i.e. 15 of FIG. 2) for modulating a spatial distribution
pattern of complex amplitude of the beam emitted from said source, and (3)
one or more display units (i.e. 16 of FIG. 2) for displaying a reference
image group and an image to be identified by the input beam emitted from
the spatial beam modulator.
Further, the first spatial light modulator (i.e. crystal liquid light valve
15 of FIG. 2) has a number of fractions in its display, each of the
fractions receiving a portion of the output beam (i.e. intensity pattern
formed on the screen 52 of FIG. 2), each of which is respectively
corresponding to each portion of the beam from the second optical Fourier
transformation device (i.e. lens 51 of FIG. 2), and each fraction changes
its transmissivity or reflecting power in line with the intensity of the
output beam.
When the first spatial light modulator is of an optical addressing type,
the beam is directed at the first spatial modulator. When the modulator is
of an electric addressing type, the beam is received by the first
photoelectric transducer (i.e. two-dimensional transducer 61, e.g. C.C.D.)
and the produced signal will be transferred through the image processor
and spatial light modulator driving circuit (i.e. 62 of FIG. 2) into the
first modulator (i.e. the value 15 of FIG. 2).
The display units (i.e. the portions of the display 16 of FIG. 2) for
displaying the reference image group comprises a valve (i.e. 16a of FIG.
3) to be operated electrically for modulation. The display units (i.e. the
other portions of the display 16 of FIG. 2) for displaying the image to be
identified comprises an incoherent-to-coherent converter (16b of FIG. 3).
The first image output device (i.e. of FIG. 2) comprises at least (1) a
coherent radiation source (i.e. 11 of FIG. 2) and (2) a second spatial
light modulator (i.e. display 16 of FIG. 2) capable of modulating the
complex light amplitude distributed with an electric signal for displaying
reference image group and an image to be identified.
The second image output device (i.e. 4 of FIG. 2) includes a third spatial
beam modulator (i.e. 45 of FIG. 2) for modulating the complex amplitude
distribution of the beam received, on the basis of the signal from a
two-dimensional photoelectric transducer (i.e. 42 of FIG. 2), receiving
the output beam from the first Fourier transformation means (i.e. 21 of
FIG. 2) to obtain the output of the modulated complex amplitude
distribution.
A second image output device illustrated with respect to FIG. 6, includes
at least, a coherent beam source (i.e. 11 of FIG. 6) and a fourth spatial
beam modulator (i.e. 45' of FIG. 6) for changing its optical
characteristics, in a two-dimensional or three-dimensional form, based
upon the intensity distribution of the output beam received from the first
Fourier transformation device (i.e. 45' of FIG. 6).
The present invention is further illustrated by the following examples to
show an optical associative identifier, but should not be interpreted to
limit the scope of the invention.
EXAMPLE 1
FIG. 2 schematically shows one preferred embodiment of the inventive
optical associative identifier, in an optical arrangement view. In the
optical arrangement view of FIG. 2, an optical associative identifier
comprises an image output device 1, an optical Fourier transformation
device 2, a spatial filter 3, a second image output device 4, a second
optical Fourier transformation device 5 and a photodetector 6.
A coherent beam 12 emitting from a source 11, such as a semiconductor laser
or a gas laser, is transformed by a beam expander 13 into a beam having an
appropriate diameter. The beam is then divided by a beam splitter 14 into
the two beams 12 and 47. The beam 12, passing through the beam splitter
14, will then pass through a liquid crystal light valve 15 and enter into
a display apparatus 16. A liquid crystal light valve 15 functions as a
spatial light modulator to spatially modulate a transmittance distribution
formed by the input of electrical signals. A general type of such liquid
crystal light valve may be a liquid crystal panel used for a liquid
crystal TV or a display for a personal computer.
While this liquid crystal light valve 15 has naturally a uniform
transmittance distribution, the transmittance of the area corresponding to
the portions of the valve 15 for the reference image having the high
correlation to the shape of the image to be identified will be increased.
Additionally, the transmittance of the area having the low correlation
will be decreased as a result of the processing method discussed
hereinbelow.
The image display apparatus 16 illustrated with respect to FIG. 3 has two
components, i.e. a display portion 16b for an image to be identified and a
display portion 16a for the reference image. The display portion 16a for
the reference image functions as a spatial light modulator recording the
multiple reference images in a photographic film or to display multiple
reference images by an electrical input or an optical input. The display
portion 16b for the image to be identified functions as a spatial optical
modulator to enable an electric or optical input of the image to be
identified.
As shown in FIG. 3, for example, the reference images as indicated by a, b,
c, d and e are displayed in the display portion 16a, and the image or
images to be identified is displayed in the display portion 16b.
The beam 12 passing through the image display apparatus 16 passes further
through the Fourier transformation lens 21 and enters into a screen 41
provided at the plane of the Fourier transformation. On this screen 41,
the beam intensity proportional to the square of the two-dimensional
Fourier transformation of the complex amplitude distribution is observed.
The beam intensity distribution formed on the surface of the screen 41 can
be detected by a two-dimensional photoelectric transducer 42 using an
element such as a charge coupled device (CCD), in which the portions
unnecessary to identify the outline of the image are removed or reduced by
limiting a field of the spatial filter 3 of a two-dimensional
photoelectric transducer 42. The spatial filter 3 functions as a spatial
light modulator capable of spatially changing the transmittance
distribution of the device, such as a liquid crystal light valve 45, in
which the transmittance thereof is adjusted by the image processing
apparatus and the spatial filter control device 62 so as to form the
transmittance distribution having the higher transmittance in the area
within a certain distance from the center of the beam (optical axis) and
the lower transmittance in the outer area, allowing only the beam within
the spatial frequency range corresponding to the size of the image to pass
through the valve 15.
The image produced at the surface of the two-dimensional photoelectric
transducer 42 is transferred as electric signals through a video amplifier
and a valve driving circuit 43 to the display plane of the liquid crystal
light valve 45, to display therein. This liquid crystal light valve 45
functions as a spatial light modulator in a similar way to that the
modulator 15, modulating the complex amplitude of the received beam to
emit the modulated beam. The beam 47 received by the liquid crystal light
valve 45 is one of the previously mentioned two beams into which the beam
12 is divided by a beam splitter 14, and therefore, the source for this
modulator is common to the source for the image output device 4.
The beam 47 first passes through the liquid crystal light valve 45, and
then passes through a Fourier transformation lens 51 and focuses upon a
screen 52. The screen 52 is positioned at the Fourier plane with regard to
the liquid crystal light valve 45. The intensity of the radiation on the
screen 52 represents the extent of the spatial correlation between the
reference image and the image to be identified and the spatial
auto-correlation. Therefore, in order to avoid overlapping the
cross-correlation of the reference images to each other, the images should
be arranged to be formed on the display plane of the image display
apparatus. These arranged images formed on the plane can be detected so as
to determine the position and the corresponding correlation of the
reference image having the strong correlation with the image to be
identified, by forming them on the surface of the two-dimensional
photoelectric transducer 61.
The intensity distribution corresponding to the corresponding correlation
and the peak of the intensity are shown in the schematic view of the image
display of FIG. 3 showing each of the patterns displayed in the display
plane of the image display apparatus 16. In FIG. 3, the image display
apparatus 16 describes (or pictures), for example, the reference images a,
b, c, d and 3 in the reference image group, and the image (S) to be
identified.
The image to be identified, as shown in FIG. 3, can be recognized to be a
reduced image of one of the images selected from the group of the
reference images. For example, it can be recognized as shown in FIG. 4
that while the reference image can be indicated by the line having length
(2a), the image to be identified can be indicated by the line having the
length (a).
If the spatial coordinates indicating the position of the image (S) to be
identified is temporarily described by the linear function (O), the
position of the image (S) is described by the function S(O). The position
of the reference image (a) is described by the linear function a(a). The
coherent beam irradiates to those patterns, and then Fourier-transformed
by a Fourier transformation lens 21, producing an intensity pattern
I(f.sub.x) displayed on the screen 41 which can be expressed by the
following equation.
##EQU1##
wherein f.sub.x is a spatial frequency in the X axis direction, S and A
are complex amplitudes of Fourier transformation of beam amplitude
distribution respectively of the image to be identified and the reference
images, the mark * represents a complex conjugate of amplitude
distribution of each image.
Herein, S and A are indicated by the following equations.
S={sin(.pi..multidot.a.multidot.f.sub.x)/.pi..multidot.a.multidot.f.sub.x
}.multidot.a
A={sin{2.pi.af.sub.x)/2.pi.af.sub.x }.multidot.2a
Because the intensity of the images displayed on the screen 41 is described
by the equation:
I(f.sub.x)=(.vertline.S.vertline..sup.2
+.vertline.a.vertline..sup.2){1+m.multidot.cos(2.pi.af.sub.x)},
the extent of the visibility (m) of the interference fringe formed on the
screen 41 is described by the following equation.
##EQU2##
Therefore, when f.sub.x approaches to 0 in a lower frequency range, the
intensity (m) is 4/5.
If the reference images are screened by a mask having the transmittance of
K, the visibility of the interference fringe is described by the following
equation.
##EQU3##
Therefore, when the transmittance cf the mask is
K=sin(.pi.af.sub.x)/sin(2.pi.af.sub.x),
the maximum value of the visibility (m') is 1. Accordingly, if the spatial
frequency (f.sub.x) approaches to 0, and K=1/2, the contrast of the
interference fringe is maximized.
The intensity I(f.sub.x) in the image pattern is written as a transmittance
distribution formed on the plane of the liquid crystal light valve 45, and
then, is again Fourier-transformed by a Fourier transformation optical
system. The resulting intensity distribution I(x) in the image pattern
formed on the plane of the screen 52 is described by the following
equation (2).
##EQU4##
wherein the mark of * represents the correlation, relationship.
The auto-correlation of each image can be indicated on the center of the
beam, and the corresponding correlations between the reference images and
the image to be identified appear in a pair of patterns at the positions
which are symmetric to each other with respect to the optical axis, having
a distance from the center of the beam which corresponds to the
correlative position between the reference image and the image to be
identified.
Accordingly, the peak of the corresponding correlation between the
reference image and the image to be identified will appear at the position
on the plane of the screen 52 corresponding to the position of each of the
reference images formed on the plane of the image display apparatus 16.
The product of s*a is relative to the visibility of the interference fringe
formed on the Fourier transformation plane, and m/4, wherein m is the
total amount of the irradiation in the corresponding correlation.
Therefore, when the reference image is partly lacking, the Fourier
transformation image of the spatial frequency in the lower frequency range
gives the raised corresponding correlation even upon the screening of the
image (k=1/2). The above-mentioned phenomenon will always occur when the
portion of the image to be identified is shielded.
When only the portion of the image to be identified matches the portion of
the reference image, i.e. when the correlation is complicated, the total
visibility will be raised in case of the reference image being shielded.
However, when the number of the reference images is large, it will be
impossible to definitively read the correlation peak of the reference
image group to the image to be identified. This is due to the fact that
the correlation term in equation (2) corresponds to the formation of the
interference fringe produced by the overlaying of the Fourier
transformation patterns for each of the reference images in equation (1).
Therefore, the increase of the number of the reference images will
drastically reduce the visibility of the interference fringe, resulting in
lowering the light intensity of the correlation peak. Furthermore, when
the fineness and the dynamic range of the distribution of the interference
fringes are greater than the resolution or dynamic range of the spatial
light modulator, it will be impossible to obtain the correct output of the
correlation peak.
Accordingly, in this embodiment, the light intensity for irradiating each
of the reference images is changed by sensing the light intensity formed
on the screen 52, and feeding the resulting electric signals to the image
processing and valve driving circuit 62, for regulating the corresponding
correlations of each of the reference images, and then determining the
distribution of the transmittance on the liquid crystal light valve 15.
For example, if the reference image having the highest correlation to the
image to be identified is the image (b), the transmittance of the portion
of the plane in the liquid crystal light valve 15 through which image (b)
passes is maximized for the other reference images. For example, the
amount of irradiated image (a) will be the amount of s*a/s*b for the
irradiation to the image (b). This is accomplished by controlling the
transmittance of the plane portion of the liquid crystal light valve
through which the beam to irradiate the reference image (a) passes.
This process of forming the correlation image by changing the transmittance
of the plane portions of the liquid crystal light valve 15, and then,
changing the irradiance to irradiate each of the reference images, and to
transmit the formed correlation image to the input for further process can
be repeatedly attempted.
FIG. 5 is a graph showing the relation of the output formed on the screen
52, plotted against the iteration numbers to form the reference images,
when the image (S) to be identified corresponds to a pattern of the
partial reduction of the reference image.
As shown in the graph of FIG. 5, the light intensity obtained by the
correlation peak outputs reference images such as images (a), (b), (d) and
(e) will be lowered as the iteration times increase. This should be
contrasted to image (c), whose light intensity obtained by the correlation
to the image (c) will increase as mentioned above by raising the
transmittance of the corresponding interference fringe formed on the
screen 41. On the other hand, the peak of the corresponding correlation of
the image to be identified with the reference image (b) will produce an
unbalanced light intensity, and the irradiation will be reduced in several
trials to form the correlation pattern. Therefore, in case of a reference
image not similar to the image to be identified, the interference fringe
with the image to be identified is not formed even at the portion of the
photoelectric transducer which is less irradiated by the beam.
Consequently, the peak of the corresponding correlation of the light
intensity will be simply reduced. As a result, the reference image (c) is
induced as an image to be associated with the image to be identified.
When there are found several reference images having high correlation, the
reference images having a significantly low correlation with the image to
be identified, should, and can be removed as a candidate by setting a
threshold level to the correlation formed, in an early stage of operation,
to minimize the transmittance of the portions in the transducer in which
the images with low correlation are formed. Further, the reference images
having the correlation lower than the predetermined threshold value at the
stage after the predetermined number of iterations to form the
correlation, are removed as a candidate, and then, a rapid match can be
attained.
Since the number of the candidates can be reduced at an early stage of the
processing, the number of the candidates to be compared can be smaller.
Therefore, the visibility of the interference fringe can be increased so
as to yield the correct identification. Furthermore, when there are
several candidate images which should not be associated with the image to
be identified, but have the higher corresponding correlation with the
image to be identified, the light intensity of the irradiation peak formed
by the corresponding correlation peak of the image which should be
associated with the image to be identified will be relatively smaller in
an early stage, but will be raised during the repeated processing. The
irradiated light intensity to the reference image should be at a maximum
among all the reference images at the point when the light intensity of
the correlation peak exceeds the light intensity of the correlation peak
formed by the reference image having the high correlation peak in the
initial stage of the processing, or, alternatively at the point when the
change of the light intensity of both peaks becomes stable of flat, in
order to give more rapid convergence of the associated reference images.
After the operations to form the stronger correlation are repeated the
requisite number of times, and the corresponding correlation becomes
unchangeable or stable as a whole, the correlation values to the
respective reference images are compared one to the other, to yield a
temporary conclusion for the correlations.
In the above mentioned example, the transmittance to be changed or
modulated should be adjusted or controlled to be higher at the portions
having substantially higher correlation of the reference images, and lower
at the portions of the other reference images having the lower correlation
with regard to the image to be identified. For example, when the reference
image having the highest correlation is the reference image (b), the
processing to associatively identify the image can be exerted by assuming
that the light intensity to irradiate the other reference image, e.g. (a)
is f(s*a)/f(s*b) with regard to a monotonic increase function f(x).
The output of the correlation peak can be converged by the above-mentioned
processing, and then, only one or a few candidates having the high
correlation output can be determined. Then, the imaging processing and
valve driving circuit 62 is properly arranged or adjusted so that the
range of the spatial frequency restricting the spatial filter 3 will be
expanded to the range of the spatial frequency, to enable identification
of the detailed portions of the image.
For example, when only one reference image and the image to be identified
are given by the valve 15 and the display apparatus 16, the interference
fringe patterns formed by the interference of the Fourier transformation
patterns of the reference image and the image to be identified are
irradiated and formed on the screen 41. The patterns formed on the screen
are read by the apparatus 42, and written on the valve 45. Therefore, the
correlation peak outputs are formed on the screen 52, depending on the
interference fringe, at the positions corresponding to the distance
between the said two images. This output of the correlation peak will
represent the correlation of the two images. Consequently, the position of
the peaks for the completely identical images can be assumed, and the gap
or difference of the actually detected position from the assumed position
is measured. Therefore, one can determine which portions of the image to
be identified are lacking or defective, as compared with the reference
image.
The candidates of the reference images are restricted as a conclusion of
the above-mentioned processing, and then, the visibility of the
interference fringe formed by the interference between the reference
images and the image to be identified formed on the screen 41 can be
improved, so that the output of the corresponding correlation could be
formed with high accuracy on the screen 52, even by using a
two-dimensional photoelectric transducer 42 and a liquid crystal light
valve 45 having low resolution and small dynamic range. As described
above, the inventive associative identifier can facilitate the
determination of the correlation obtained in the initial associating
process. The lacking portions of the image to be identified and the extent
thereof, so as to ensure identification of the image to be identified are
also ascertained.
EXAMPLE 2
FIG. 6 illustrates another preferred embodiment of the inventive optical
associative identifier.
In the associative identifier shown in FIG. 6, the beam 12 emitting from a
laser source 11 passes through a beam expander 13, and enters into a
polarization beam splitter 14'. Only an s polarized component of the beam
12 is reflected by the polarization beam splitter 14' and the p polarized
component of the beam 12 will pass through the splitter 14' to produce a
beam 47.
Subsequently, the beam 12 consisting of the s polarized component enters
into a reflection type of liquid crystal light valve 15' having the
structure illustrated in FIG. 7. The liquid crystal light valve 15' has a
reflecting liquid crystal valve surface 70 having fractioned portions 70a
as shown in the elevational view of FIG. 7. The liquid crystal light valve
15' has a layered structure as shown in the sectional view of FIG. 7,
having anti-reflection coating layers 79, glass layers 71 and 76,
transparent electrodes 72 and 78, spacers 73, a liquid crystal layer 74, a
dielectric mirror 75 and a photoconductive layer 77.
This type of the liquid crystal light valve has a photoconductive layer 77
and a dielectric mirror 75 arranged between the transparent electrodes 72
and 78. The photoconductive layer is as shown in the elevational view of
FIG. 7, fractioned into portions of necessary size for the image to be
identified. The size of the fractioned portions in the liquid crystal
light valve 15' is the same size as that of the reference images formed in
the image display apparatus 16.
The dielectric mirror 75 is arranged at the position near to the liquid
crystal layer (the right side in the drawing) next to the photoconductive
layer 77. The reading beam B enters from this side of the structure, and
reads the images. The voltage is applied between the two transparent
electrodes 72 and 78, and then, the writing beam is irradiated at the
structure, the voltage reduction in the photoconductive layer 77 being
generated in the respective portions 70a in accordance with the light
intensity of the addressing beam A. The reading beam B entering the valve
15' is rotated in the direction of polarization. Accordingly, the
direction of polarization of the beam 12 is rotated depending on the
intensity of the addressing beam A. The reflected beam then passes through
the polarizing beam splitter 14' depending on the intensity distribution
of the addressing beam A, and enters into the display apparatus 16. The
identifier is designed so that the uniform irradiation amount passes over
the range in the beam at the beginning of the processing, and through the
polarization beam splitter 14', by adjusting the applied voltage for
biasing, or applying a biasing beam.
The beam 12 passing through the polarizing beam splitter 14' enters into
the image display apparatus 16, is reflected through a mirror 22, passes
through Fourier transformation lens 21, and forms the intensity
distribution pattern of the image to be identified and the reference
images formed on the image display apparatus 16. The beam is then
reflected by the mirror 22 and passes through the lens 21, and is
reflected by the mirror 23 to form a Fourier transformation of a complex
amplitude pattern on the plane of t | | |