The present disclosure relates to an imaging apparatus using ghost imaging.
In order to support autonomous driving or autonomous control of the light distribution of a headlamp, an object identification system is employed for sensing the position and the kind of an object that exists in the vicinity of a vehicle. The object identification system includes a sensor and a processing device configured to analyze the output of the sensor. As such a sensor, a desired one is selected from among a camera, LiDAR (Light Detection and Ranging, Laser Imaging Detection and Ranging), millimeter-wave radar, ultrasonic sonar, etc., giving consideration to the usage, required precision, and cost.
As one from among imaging apparatuses (sensors), an imaging apparatus using the principle of ghost imaging is known. In ghost imaging, reference light is irradiated to an object while randomly switching the intensity distribution (pattern) of the reference light, and the light intensity of the reflected light is detected and measured for each pattern. The light intensity is detected as the energy over a given plane or the integrated value of the intensity. That is to say, the light intensity is not detected as an intensity distribution. With this, by calculating the correlation between each pattern and the detected light intensity, a reconstructed image of the object is obtained.
1. As a result of investigating an imaging apparatus, the present inventor has recognized the following problem. In order to obtain the correlation in ghost imaging, the correlation function represented by Expression (1) is employed. Here, Ir represents the r-th (r=1, 2, . . . , M) intensity distribution of the reference light, and br represents the value of the detection intensity when the reference light having the r-th intensity distribution is irradiated.
Furthermore, as a result of investigating such an imaging apparatus, the present inventor has recognized the following problem. That is to say, the pattern of the reference light is changed at random. However, in some cases, a satisfactory image is acquired based on a given pattern. However, in some cases, a degraded image is acquired based on a different pattern.
1. An embodiment of the present disclosure relates to an imaging apparatus or an imaging method. The apparatus or method is configured such that first reference light having a first intensity distribution and second reference light having a second intensity distribution that has a complementary relation with the first intensity distribution are irradiated. In this state, reflected light from an object is measured. Subsequently, a first correlation calculation is executed based on a result of irradiation of the first reference light. Furthermore, a second correlation calculation is executed based on a result of irradiation of the second reference light.
2. Another embodiment of the present disclosure relates to an illumination apparatus. The illumination apparatus includes: a digital micromirror device (DMD) including multiple micromirrors that correspond to multiple pixels, and each structured to be tilted independently around a hinge axis in a first direction and a second direction; a first light source structured to irradiate a first input beam to the DMD; and a second light source structured to irradiate a second input beam to the DMD. The first input beam incident to the micromirror tilted in the first direction is projected to the exterior as a first output beam, and the first input beam incident to the micromirror tilted in the second direction is not projected to the exterior. In contrast, the second input beam incident to the micromirror tilted in the second direction is projected to the exterior as a second output beam, and the second input beam incident to the micromirror tilted in the first direction is not projected to the exterior. With this, the first output beam and the second output beam have complementary intensity distributions.
Embodiments will now be described, by way of example only, with reference to the accompanying drawings which are meant to be exemplary, not limiting, and wherein like elements are numbered alike in several Figures, in which:
Description will be made regarding the outline of several exemplary embodiments of the present disclosure. The outline is a simplified explanation regarding several concepts of one or multiple embodiments as a prelude to the detailed description described later in order to provide a basic understanding of the embodiments. That is to say, the outline described below is by no means intended to restrict the scope of the present invention and the present disclosure. Furthermore, the outline described below is by no means a comprehensive outline of all the possible embodiments. That is to say, the outline described below by no means restricts essential components of the embodiments. For convenience, in some cases, “one embodiment” as used in the present specification represents a single or multiple embodiments disclosed in the present specification.
The “random light intensity distribution” in the present specification does not necessarily mean that the light intensity distribution is completely random. Rather, the light intensity distribution may be random to an extent that allows an image to be reconstructed by ghost imaging. Accordingly, “random” in the present specification may include a certain degree of regularity. Also, “random” does not require the light intensity distribution to be completely unpredictable. That is to say, the light intensity distribution may also be predictable and reproducible.
1. One embodiment relates to an imaging apparatus. The imaging apparatus includes: an illumination apparatus structured to irradiate first reference light having a first intensity distribution and second reference light having a second intensity distribution that has a complementary relation with the first intensity distribution; a photodetector structured to measure reflected light from an object; and a processing device structured to perform first correlation calculation based on a result of irradiation of the first reference light and second correlation calculation based on a result of irradiation of the second reference light.
For example, the processing device may combine two correlation calculations so as to generate a final reconstructed image. This allows the noise effects contained as a common noise component in the first detection intensity and the second detection intensity to be canceled, thereby providing improved image quality.
Alternatively, the processing device may reconstruct a first reconstructed image by the first correlation calculation, and may reconstruct a second reconstructed image by the second correlation calculation. In this case, a reconstructed image having higher image quality may be selected as a final image from among the first reconstructed image and the second reconstructed image.
Also, the first reference light and the second reference light may have the same wavelength, and may be irradiated in a time-sharing manner.
Also, the first reference light may have a first wavelength, and the second reference light may have a second wavelength that differs from the first wavelength. Also, the photodetector may include: a first detector that is sensitive to the first wavelength, and not sensitive to the second wavelength, and a second detector that is sensitive to the second wavelength, and not sensitive to the first wavelength.
Also, the first reference light and the second reference light may be irradiated at the same time. This allows the frame rate to be increased.
Also, the illumination apparatus may include: a digital micromirror device (DMD); a first light source structured to irradiate a first input beam to the DMD; and a second light source structured to irradiate a second input beam to the DMD. A part of the first input beam incident to the micromirror tilted in the first direction is projected to the exterior as a first output beam, and the part of the first input beam incident to the micromirror tilted in the second direction is not projected to the exterior. In contrast, a part of the second input beam incident to the micromirror tilted in the second direction is projected to the exterior as a second output beam, and the part of the second input beam incident to the micromirror tilted in the first direction is not projected to the exterior. With this, when the first light source is turned on in a state in which a predetermined pattern is supplied to the DMD, first reference light having a first intensity distribution can be generated. Furthermore, when the second light source is turned on in this state, the second reference light having a second intensity distribution can be generated.
2. An embodiment relates to an illumination apparatus. The illumination apparatus can be employed in an imaging apparatus configured to reconstruct a reconstructed image by correlation calculation, for example. The illumination apparatus includes: a digital micromirror device (DMD) including multiple micromirrors that correspond to multiple pixels, and each structured to be tilted independently around a hinge axis in a first direction and a second direction; a first light source structured to irradiate a first input beam to the DMD; and a second light source structured to irradiate a second input beam to the DMD. The first input beam incident to the micromirror tilted in the first direction is projected to the exterior as a first output beam, and the first input beam incident to the micromirror tilted in the second direction is not projected to the exterior. In contrast, the second input beam incident to the micromirror tilted in the second direction is projected to the exterior as a second output beam, and the second input beam incident to the micromirror tilted in the first direction is not projected to the exterior. With this, the first output beam and the second output beam have complementary intensity distributions.
The illumination apparatus is capable of generating the output beams having complementary intensity distributions without changing the state of the micromirrors, i.e., without updating the image supplied to the DMD.
There may be a difference in the waveform between the first input beam and the second input beam. In this case, the first light source and the second light source may be turned on at the same time. With this, two output beams having complementary intensity distributions can be generated at the same time.
Also, the first input beam and the second input beam may have the same wavelength. In this case, the first light source and the second light source may be turned on in an exclusive manner. When two beams of reflected light from an object that correspond to the two output beams are detected, the two beams of reflected light can be separated based on the wavelength.
Also, the first output beam and the second output beam may be irradiated to a spatially overlapping region. In this case, noise can be canceled by subsequent signal processing.
Also, the first output beam and the second output beam may be irradiated to regions that do not overlap. This allows the illumination region to be expanded.
Also, the first input beam and the second input beam may each have a variable wavelength. This allows sensing and imaging to be adapted according to the color or material of a subject, or adapted according to the surrounding environment.
The illumination device according to an embodiment can be built into an automotive lamp.
An imaging apparatus is disclosed in an embodiment. The imaging apparatus includes: any one of the illumination apparatuses described above; a photodetector structured to measure reflected light from an object; and a processing device structured to execute a first correlation calculation based on a result of irradiation of the first output beam and a second correlation calculation based on a result of irradiation of the second output beam.
Also, the first output beam and the second output beam may be irradiated to a spatially overlapping region. Also, the processing device may combine the first correlation calculation and the second correlation calculation so as to generate a final reconstructed image. This allows the noise effects contained as a common noise component in the first detection intensity and the second detection intensity to be canceled.
Description will be made below regarding preferred embodiments with reference to the drawings. In each drawing, the same or similar components, members, and processes are denoted by the same reference numerals, and redundant description thereof will be omitted as appropriate. The embodiments have been described for exemplary purposes only, and are by no means intended to restrict the present invention. Also, it is not necessarily essential for the present invention that all the features or a combination thereof be provided as described in the embodiments.
The illumination apparatus 110 is configured as a pseudo-thermal light source. The illumination apparatus 110 generates reference light S1_1 having a first intensity distribution Ir(x,y) that can be regarded as substantially random and a second reference light S1_2 having a second intensity distribution Ir{circumflex over ( )}(x,y) that has a complementary relation with the first intensity distribution Ir(x,y). The illumination apparatus 110 irradiates the first and second reference light to an object OBJ. The first reference light S1_1 and the second reference light S1_2 are irradiated to the object OBJ with the intensity distribution I(x,y), which is changed at random a multiple of M times.
For example, the illumination apparatus 110 includes a light source 112, a patterning device 114, and a pattern generator 132. The light source 112 generates an input beam S0 having a uniform intensity distribution. The patterning device 114 has multiple pixels arranged in a matrix. The patterning device 114 is configured to be capable of spatially modulating the intensity distribution I of the input beam S0 based on the combination of the on/off states of the multiple pixels. In the present specification, a pixel set to the on state will be referred to as an “on pixel”. On the other hand, a pixel set to the off state will be referred to as an “off pixel”. It should be noted that, in the following description, for ease of understanding, description will be made assuming that each pixel is settable to only two values, i.e., 1 and 0. However, the present invention is not restricted to such an arrangement. Also, an arrangement may be made in which each pixel is switched at high speed between the on state and the off state, and the on/off time ratio is adjusted so as to provide an intermediate gradation. The output beams S1_1 and S1_2 to be reflected by the patterning device 114 are modulated such that they have complementary intensity distributions I(x,y).
The photodetector 120 measures the reflected light S2_1 from the object OBJ with respect to the first reference light S1_1, and outputs a first detection signal Dr. The first detection signal Dr is a spatially integrated value of the light energy (or intensity) incident to the photodetector 120 when the first reference light S1_1 having a first intensity distribution Ir is irradiated to the object OBJ. Accordingly, as the photodetector 120, a single-pixel photodetector may be employed. Multiple first detection signals D1 through DM that respectively correspond to a plurality of M intensity distributions I1 through IM are output from the photodetector 120.
Similarly, the photodetector 120 measures the reflected light S2_2 from the object OBJ with respect to the second reference light S1_2, and outputs a second detection signal Dr{circumflex over ( )}. Multiple second detection signals D1{circumflex over ( )} through DM{circumflex over ( )} that respectively correspond to a plurality of M intensity distributions I1{circumflex over ( )} through IM{circumflex over ( )} are output from the photodetector 120.
The processing device 130 includes the pattern generator 132 and a reconstruction processing unit 134. The reconstruction processing unit 134 acquires a correlation between the multiple first intensity distributions (which will also be referred to as “random patterns”) I1 through IM and the multiple first detection intensities b1 through bM (first correlation calculation). The first detection intensities b1 through bM are obtained based on the detection signals D1 through DM. The relation between the detection intensity and the detection signal may be determined giving consideration to the kind and the detection method of the photodetector 120.
Furthermore, the reconstruction processing unit 134 acquires a correlation between the multiple second intensity distributions I1{circumflex over ( )} through IM{circumflex over ( )} and the multiple second detection intensities b1{circumflex over ( )} through bM{circumflex over ( )} (second correlation calculation). The second intensity distributions I1{circumflex over ( )} through IM{circumflex over ( )} can be calculated based on the first intensity distributions I1 through IM. The second detection intensities b1{circumflex over ( )} through bM{circumflex over ( )} are acquired based on the second detection signals D1{circumflex over ( )} through DM{circumflex over ( )}.
The reconstruction processing unit 134 calculates Expression (4) so as to generate a final reconstructed image G(x,y). Expression (4) is a composite correlation function obtained by combining the first correlation calculation expression represented by Expression (2) and the second correlation calculation expression represented by Expression (3).
The above is the configuration of the imaging apparatus 100. Next, description will be made regarding the operation thereof.
The first detection intensity br is acquired every time the first reference light S1_1 is irradiated. Furthermore, the second detection intensity br{circumflex over ( )} is acquired every time the second reference light S1_2 is irradiated. Each detection intensity includes a noise component u. The reconstruction processing unit 134 calculates the composite correlation expression represented by Expression (4) based on the first detection intensities br, the second detection intensities brA, the first intensity distributions Ir(x,y), and the second intensity distributions Ir{circumflex over ( )}(x,y) acquired for r=1 to M, thereby acquiring a final reconstructed image G(x,y).
The above is the operation of the imaging apparatus 100. Next, description will be made regarding the advantages thereof.
Description will be made below regarding an example in which each intensity distribution is settable to a binary value, i.e., 0 or 1. In this example, the following Expression (5) holds true with respect to the first intensity distribution Ir(x,y) and the second intensity distribution Ir{circumflex over ( )}(x,y).
Ir{circumflex over ( )}(x,y)=1−Ir(x,y) (5)
Expressions (2), (3), and (5) are substituted into Expression (4), thereby acquiring the following Expression (6).
Here, <br{circumflex over ( )}> represents the average value of br{circumflex over ( )}. Accordingly, the following Expression (7) holds true.
After substituting Expression (7) into Expression (6), the expression thus obtained is rearranged, thereby obtaining the following Expression (8).
Here, br and br{circumflex over ( )} are each represented by the sum of a true signal component (with a suffix of “(true)”) due to the reflected light and a noise component σ. Description will be made assuming that br and br{circumflex over ( )} contain the same noise component σr.
br=br(true)+σr
br{circumflex over ( )}=br(true){circumflex over ( )}+σr
These are substituted into Expression (8), thereby obtaining the following Expression (9).
As can be understood from Expression (9), the image G(x,y) is acquired in the final stage after the noise components cancel each other out. Accordingly, the image G(x,y) contains only the signal components br(true) and br(true){circumflex over ( )}, thereby providing improved image quality.
Description has been made with reference to
For example, the first reference light S1_1 may be designed to have a first wavelength λ1, and the second reference light S1_2 may be designed to have a second wavelength λ2. In this case, the photodetector 120 may include a first photodetector having sensitivity with respect to the first wavelength λ1, and a second photodetector having sensitivity with respect to the second wavelength λ2. Alternatively, the beams of reflected light S2_1 and S2_2 may be separated by means of a filter. Subsequently, the two components S2_1 and S2_2 thus separated may be measured with respect to the intensity.
It should be noted that, in a case in which there is a large difference between the first wavelength λ1 and the second wavelength λ2, this leads to a large difference in the reflection ratio with respect to the same object between the first wavelength λ1 and the second wavelength λ2. In this case, reflection ratio correction may preferably be performed.
In order to provide the reflection ratio correction, the first reference light S1_1 having the first wavelength λ1 is irradiated to an object with a uniform intensity distribution (e.g., all pixels are a maximum intensity or 1), and the detection intensity b0 is acquired in this state. Furthermore, the second reference light S1_2 having the second wavelength λ2 is irradiated to the same object with the same intensity distribution (it should be noted that it has no complementary relation with the first reference light S1_1), and the detection intensity b0{circumflex over ( )} is acquired in this state. The detection intensities b0 and b0{circumflex over ( )} are proportional to the reflection ratios of the object with respect to the wavelengths λ1 and λ2, respectively. The processing device 130 corrects at least one from among the first detection intensity br and the second detection intensity br{circumflex over ( )} acquired in the subsequent operations using b0 and b0{circumflex over ( )} thus acquired.
For example, br may be used as it is, and br{circumflex over ( )} may be multiplied by the coefficient b0{circumflex over ( )}/b0 so as to obtain a corrected detection intensity br{circumflex over ( )}. That is to say, the correlation calculation may be performed using br without correction and br{circumflex over ( )} thus corrected. Conversely, br{circumflex over ( )} may be used as it is, and br may be corrected by multiplying br by the coefficient b0/b0{circumflex over ( )}. That is to say, the correlation calculation may be performed using br thus corrected and br{circumflex over ( )} without correction.
Alternatively, in a case in which the intensity of the input beam S0 before patterning can be adjusted, the light intensity to be generated by the light source 112 may be corrected. In this case, the input beam S0 having the first wavelength λ1 may be used without adjustment, and the intensity of the input beam S0 having the second wavelength λ2 may be multiplied by b0{circumflex over ( )}/b0. Conversely, the input beam S0 having the second wavelength λ2 may be used without adjustment, and the intensity of the input beam S0 having the first wavelength λ1 may be multiplied by b0/b0{circumflex over ( )}.
The first reference light S1_1 and the second reference light S1_2 may have the same wavelength and different polarization characteristics. For example, one from among the first reference light S1_1 and the second reference light S1_2 may have clockwise circular polarization (or elliptical polarization), and the other reference light may have counterclockwise circular polarization (or elliptical polarization).
In this case, the illumination apparatus 110 may include an optical system that separates the clockwise polarization component and the counterclockwise polarization component. Such an optical system that separates the polarization components can be configured as a combination of a quarter-wave plate and a linear polarization element.
The reconstruction processing unit 134 may calculate the first correlation expression represented by Expression (2) using the results of M irradiations of the first reference light S1_1, so as to reconstruct the first reconstructed image G1(x,y). Also, the reconstruction processing unit 134 may calculate the second correlation expression represented by Expression (3) using the results of M irradiations of the second reference light S1_2, so as to reconstruct the second reconstructed image G2(x,y). Subsequently, each pair of the corresponding pixels of the two reconstructed images G1(x,y) and G2(x,y) may be added so as to generate a final reconstructed image G(x,y). In this case, such an arrangement is also capable of canceling the noise effects.
Description has been made above regarding examples in which the two patterns having complementary intensity distributions are used for the noise cancelation. However, the present invention is not restricted to such examples. In a modification 4, the reconstruction processing unit 134 calculates the first correlation expression represented by Expression (2) using the results of M irradiations of the first reference light S1_1, so as to reconstruct the first reconstructed image G1(x,y). Furthermore, the reconstruction processing unit 134 calculates the second correlation expression represented by Expression (3) using the results of M irradiations of the second reference light S1_2, so as to reconstruct the second reconstructed image G2(x,y).
Subsequently, from among the two reconstructed images G1(x,y) and G2(x,y), the reconstructed image having a higher image quality may be selected as the final reconstructed image. For example, the reconstructed image including an object having a clear edge may be selected. This arrangement provides no noise cancelation effect. However, such an arrangement is capable of selecting a more suitable pattern with respect to a subject, thereby providing improved image quality.
Next, description will be made regarding the configuration of the illumination apparatus 110 based on several examples.
The DMD 116 includes multiple micromirrors 118 that correspond to the multiple pixels.
When a given micromirror 118 is tilted in the first direction and is set to the state ϕ1, a part (light flux) of the input beam S0_1 incident to the micromirror 118 is projected to the exterior as a part of the first output beam (first reference light). In contrast, when a given micromirror 118 is tilted in the second direction and is set to the state ϕ2, the part of the input beam S0_1 incident to the micromirror 118 is not projected to the exterior, i.e., the part of the input beam S0_1 is blocked.
Conversely, when a given micromirror 118 is tilted in the second direction and is set to the state ϕ2, a part of the input beam S0_2 incident to the micromirror 118 is projected to the exterior as a part of the second output beam (second reference light). In contrast, when a given micromirror 118 is tilted in the first direction and is set to the state ϕ1, the part of the input beam S0_2 incident to the micromirror 118 is not projected to the exterior, i.e., the part of the input beam S0_2 is blocked.
The input beams S0_1 and S0_2 incident to the same pixel (micromirror) are reflected in substantially the same direction. With this, the two output beams S1_1 and S1_2 are irradiated to substantially the same region.
The above is the configuration of the imaging apparatus 100A according to the example 1. With the imaging apparatus 100A, the first light source 112_1 and the second light source 112_2 are sequentially turned on in a state in which a given pattern (image) is supplied to the DMD 116. This allows the beams of reference light S1_1 and S1_2 having complementary intensity distributions to be generated.
In a case in which the two beams of reference light S1_1 and S1_2 are irradiated at the same time, the two light sources 112_1 and 112_2 may preferably be turned on at the same time. In this case, the two light sources 112_1 and 112_2 may provide different wavelengths. Also, the two light sources 112_1 and 112_2 may provide different polarization characteristics.
In a case in which the two beams of reference light S1_1 and S1_2 are irradiated at the same time, the two light sources 112_1 and 112_2 may preferably be turned on in sequence.
Also, with the illumination apparatus 110A, the two beams S1_1 and S1_2 may be generated such that they have complementary intensity distributions without changing the state of the micromirrors 118, i.e., without updating the image supplied to the DMD 116.
It should be noted that the usage of the illumination apparatus 110A is not restricted to the imaging apparatus based on correlation calculation.
The patterning device 114 receives the supply of a pattern signal PTN (image data) generated by the pattern generator 132. In this state, the reference light S1_1 having an intensity distribution Ir(x,y) that corresponds to the pattern signal PTN is generated. Subsequently, the pattern generator 132 generates a pattern signal PTN{circumflex over ( )} that is obtained by inverting the pattern signal PTN, and supplies the pattern signal PTN{circumflex over ( )} thus generated to the patterning device 114. With this, the reference light S1_2 having an intensity distribution Ir{circumflex over ( )} that corresponds to the inverted pattern signal PTN{circumflex over ( )} is generated.
In
The photodetector 120B includes two detectors 122_1 and 122_2 having different wavelength sensitivity characteristics that correspond to the input beams S0_1 and S0_2 described above. The first detector 122_1 is sensitive to the first wavelength λ1, and is not sensitive to the second wavelength λ2. In contrast, the second detector 122_2 is sensitive to the second wavelength λ2, and is not sensitive to the first wavelength λ1. The first detector 122_1 generates M first detection intensities b1 through bM that correspond to M irradiations of the first reference light S1_1. The second detector 122_2 generates M second detection intensities b1{circumflex over ( )} through bM{circumflex over ( )} that correspond to M irradiations of the second reference light S1_2.
With the embodiment 2, the two beams of reference light S1_1 and S1_2 are irradiated to a common region, i.e., a spatially overlapping region.
The above is the configuration of the imaging apparatus 100B. Next, description will be made regarding the operation thereof.
With the embodiment 2, as with the example 1, such an arrangement is capable of acquiring a reconstructed image G(x,y) with high image quality and with reduced noise effects.
Furthermore, such an arrangement is capable of irradiating two beams of reference light S1_1 and S1_2 at the same time. This allows the measurement time for each frame to be reduced to half of that required in the example 1.
Alternatively, in a case in which the same measurement time for each frame as that in the example 1 is employed, the irradiation time of the beams of reference light S1_1 and S1_2 for each pattern may be set to twice that employed in the example 1. In this case, the signal levels of the detection intensities br and br{circumflex over ( )} become large. This allows the first reconstructed image G1(x,y) and the second reconstructed image G2(x,y) to have improved image quality before image combining. As a result, this provides the final image G(x,y) with improved image quality.
It should be noted that, in a case in which there is a large difference between the first wavelength λ1 and the second wavelength λ2, this leads to a large difference in the reflection ratio with respect to the same object between the first wavelength λ1 and the second wavelength λ2. In this case, reflection ratio correction may preferably be performed.
In order to provide the reflection ratio correction, the first reference light S1_1 having the first wavelength λ1 is irradiated to an object with a uniform intensity distribution (e.g., all pixels have a maximum intensity, or an intensity of “1”), and the detection intensity b0 is acquired in this state. Furthermore, the second reference light S1_2 having the second wavelength λ2 is irradiated to the same object with the same intensity distribution (it should be noted that it has no complementary relation with the first reference light S1_1), and the detection intensity b0{circumflex over ( )} is acquired in this state. The detection intensities b0 and b0{circumflex over ( )} are proportional to the reflection ratios of the object with respect to the wavelengths λ1 and λ2, respectively. The processing device 130 corrects at least one from among the first detection intensity br and the second detection intensity br{circumflex over ( )} acquired in the subsequent operations using b0 and b0{circumflex over ( )} thus acquired.
For example, br may be used as it is, and br{circumflex over ( )} may be multiplied by the coefficient b0{circumflex over ( )}/b0 so as to obtain a corrected detection intensity br{circumflex over ( )}. That is to say, the correlation calculation may be performed using br without correction and br{circumflex over ( )} thus corrected. Conversely, br{circumflex over ( )} may be used as it is, and br may be corrected by multiplying br by the coefficient b0/b0{circumflex over ( )}. That is to say, the correlation calculation may be performed using br thus corrected and br{circumflex over ( )} without correction.
Alternatively, in a case in which the intensity of the input beam S0 before patterning can be adjusted, the light intensity to be generated by the light source 112 may be corrected. In this case, the input beam S0 having the first wavelength λ1 may be used without adjustment, and the intensity of the input beam S0 having the second wavelength λ2 may be multiplied by b0{circumflex over ( )}/b0. Conversely, the input beam S0 having the second wavelength λ2 may be used without adjustment, and the intensity of the input beam S0 having the first wavelength λ1 may be multiplied by b0/b0{circumflex over ( )}.
It should be noted that, in the second embodiment 2, the two light sources 112_1 and 112_2 may be alternately turned on so as to alternately irradiate two beams of reference light S1_1 and S1_2.
The reconstruction processing unit 134 may calculate the first correlation expression represented by Expression (2) using the results of M irradiations of the first reference light S1_1, so as to reconstruct the first reconstructed image G1(x,y). Also, the reconstruction processing unit 134 may calculate the second correlation expression represented by Expression (3) using the results of M irradiations of the second reference light S1_2, so as to reconstruct the second reconstructed image G2(x,y). Subsequently, each pair of the corresponding pixels of the two reconstructed images G1(x,y) and G2(x,y) may be added so as to generate a final reconstructed image G(x,y). In this case, such an arrangement is also capable of canceling the noise effects.
Description has been made above regarding examples in which the two patterns having complementary intensity distributions are used for the noise cancelation. However, the present invention is not restricted to such examples. In a modification 1.3, the reconstruction processing unit 134 calculates the first correlation expression represented by Expression (2) using the results of M irradiations of the first reference light S1_1, so as to reconstruct the first reconstructed image G1(x,y). Furthermore, the reconstruction processing unit 134 calculates the second correlation expression represented by Expression (3) using the results of M irradiations of the second reference light S1_2, so as to reconstruct the second reconstructed image G2(x,y).
Subsequently, from among the two reconstructed images G1(x,y) and G2(x,y), the reconstructed image having a higher image quality may be selected as the final reconstructed image. For example, the reconstructed image including an object having a clear edge may be selected. This arrangement provides no noise cancelation. However, such an arrangement is capable of selecting a more suitable pattern with respect to a subject, thereby providing improved image quality.
The illumination apparatus 110C irradiates two beams of reference light S1_1 and S1_2 to spatially different positions. There is a complementary relation in the intensity distribution between them. In the present embodiment, the two beams of reference light S1_1 and S1_2 have the same wavelength, and are irradiated at the same time. In the embodiment 3, the two beams of reference light S1_1 and S1_2 are handled as a single beam of reference light S1.
The photodetector 120 simultaneously detects the two beams of reflected light S2_1 and S2_2 that respectively correspond to the two beams of reference light S1_1 and S1_2. The detection intensity br represents the energy of the two beams of reflected light S2_1 and S2_2 obtained by the r-th irradiation. It should be noted that br includes br{circumflex over ( )}.
The reconstruction processing unit 134 connects the intensity distributions Ir(x,y) and Ir{circumflex over ( )}(x,y) so as to generate the intensity distribution of the reference light S1. Furthermore, the reconstruction processing unit 134 calculates the correlation between the intensity distribution of the reference light S1 and the detection intensity br, so as to generate a single reconstructed image G(x,y).
With the imaging apparatus 100C, this provides sensing of a region that is double that as described above.
With the illumination apparatus 110A or 110B, the input beams S0_1 and S0_2 incident to the same pixel (micromirror) are reflected in substantially the same direction. Accordingly, the two output beams S1_1 and S1_2 are irradiated to substantially the same region, i.e., an overlapping region.
In contrast, in the example 3, as shown in
The above is the configuration of the illumination apparatus 110C. Next, description will be made regarding the operation thereof.
The above is the operation of the illumination apparatus 110C. With the illumination apparatus 110C, complementary patterns can be irradiated to regions that do not overlap spatially. The irradiations of the two patterns may be executed at the same time or at different timings. The irradiation timing may preferably be determined according to the usage.
Next, description will be made regarding the usage of the illumination apparatus 110C according to the example 3. As with the illumination apparatus 110A, the illumination apparatus 110C can be employed for an imaging apparatus.
The imaging apparatus 100D according to an embodiment 4 is a modification of the embodiment 3 (
In the embodiment 3 (
The following features can be added to the embodiments 3 through 5.
The light sources 112_1 and 112_2 may be configured to be capable of controlling the wavelengths λ1 and λ2 of the two input beams S0_1 and S0_2. With such an arrangement, the wavelengths λ1 and λ2 may be adaptively optimized according to the color and material of the subject. Specifically, a wavelength that provides high reflection ratio may preferably be selected based on the color or material of the subject. For example, let us consider a case in which the reference light S1_1 is irradiated to a first object having a red color and the reference light S1_2 is irradiated to a second object having a blue color. In this case, the wavelength λ1 may be adjusted such that it is closer to red, and the wavelength λ2 may be adjusted such that it is closer to blue.
Alternatively, in a case in which there is a difference in a material between the first object and the second object and the wavelengths λ1 and λ2 are within the infrared wavelength range, a wavelength that provides a high reflection ratio may preferably be selected for each material.
Alternatively, such a wavelength may be selected according the surrounding environment. For example, when rainfall, fog, snowfall, a sandstorm, smog, or the like occurs, a particular waveform is readily absorbed during light propagation. In this case, a particular waveform that is less likely to be absorbed during light propagation may preferably be selected.
For example, the wavelength λ4 is swept while maintaining the reference light S1_#(“#”=1, 2) at a uniform intensity distribution (all pixels are 1). With such an arrangement, the wavelength λ# that provides the highest detection intensity may be acquired, thereby determining an optimum wavelength.
The light sources 112_1 and 112_2 may be configured to be capable of controlling the light intensities of the two input beams S0_1 and S0_2. In this case, the light intensities may be dynamically changed according to the distance to the subject or the reflection ratio of the subject.
Description has been made above regarding the present invention with reference to the embodiments. The above-described embodiments have been described for exemplary purposes only, and are by no means intended to be interpreted restrictively. Rather, it can be readily conceived by those skilled in this art that various modifications may be made by making various combinations of the aforementioned components or processes, which are also encompassed in the technical scope of the present invention. Description will be made below regarding such modifications.
Next, description will be made regarding the usage of the imaging apparatus 100.
The object identification system 10 includes the imaging apparatus 100 and a processing device 40. As described above, the imaging apparatus 100 irradiates the reference light S1 to the object OBJ, and measures the reflected light S2, so as to generate a reconstructed image G.
The processing device 40 processes the output image G output from the imaging apparatus 100, and judges the position and the kind (category) of the object OBJ.
A classifier 42 included in the processing device 40 receives the image G as its input, and judges the position and the kind of the object OBJ included in the image G. The classifier 42 is implemented based on a model generated by machine learning. The algorithm employed by the classifier 42 is not restricted in particular. Examples of algorithms that can be employed include You Only Look Once (YOLO), Single Shot MultiBox Detector (SSD), Region-based Convolutional Neural Network (R-CNN), Spatial Pyramid Pooling (SPPnet), Faster R-CNN, Deconvolution-SSD (DSSD), Mask R-CNN, etc. Also, other algorithms that will be developed in the future may be employed.
The above is the configuration of the object identification system 10. With such an arrangement employing the imaging apparatus 100 as a sensor of the object identification system 10, this provides the following advantages.
With such an arrangement employing the imaging apparatus 100, i.e., a quantum radar camera, this provides dramatically improved noise resistance. For example, when the vehicle travels in rain, snow, or fog, it is difficult to recognize the object OBJ with the naked eye. In contrast, with such an arrangement employing the imaging apparatus 100, this allows a reconstructed image G of the object OBJ to be acquired without the effects of rain, snow, or fog.
Also, with such an arrangement structured to employ the imaging apparatus 100 according to the embodiment, this allows a high-quality image to be obtained with reduced noise effects.
Also, the information with respect to the object OBJ detected by the processing device 40 may be used to support the light distribution control operation of the automotive lamp 200. Specifically, a lamp ECU 208 generates a suitable light distribution pattern based on the information with respect to the kind of the object OBJ and the position thereof generated by the processing device 40. The lighting circuit 204 and the optical system 206 operate so as to provide the light distribution pattern generated by the lamp ECU 208.
Also, the information with respect to the object OBJ detected by the processing device 40 may be transmitted to the in-vehicle ECU 304. The in-vehicle ECU may support autonomous driving based on the information thus transmitted.
Description has been made regarding the present disclosure with reference to the embodiments using specific terms. However, the above-described embodiments show only an aspect of the mechanisms and applications of the present disclosure. Rather, various modifications and various changes in the layout can be made without departing from the spirit and scope of the present invention defined in appended claims.
Clause 14. An illumination apparatus comprising:
Clause 15. The illumination apparatus according to Clause 14, wherein the first input beam and the second input beam have different wavelengths.
Clause 16. The illumination apparatus according to Clause 15, wherein the first light source and the second light source are turned on at the same time.
Clause 17. The illumination apparatus according to Clause 14, wherein the first input beam and the second input beam have the same wavelength.
Clause 18. The illumination apparatus according to Clause 17, wherein the first light source and the second light source are turned on in an exclusive manner.
Clause 19. The illumination apparatus according to Clause 14, wherein the first output beam and the second output beam are irradiated to a spatially overlapping region.
Clause 20. The illumination apparatus according to Clause 14, wherein the first output beam and the second output beam are irradiated to regions that do not overlap.
Clause 21. The illumination apparatus according to Clause 14, wherein the first input beam and the second input beam each have a variable wavelength.
Clause 22. An automotive lamp comprising the illumination apparatus according to Clause 14.
Clause 23. An imaging apparatus comprising:
Clause 24. The imaging apparatus according to Clause 23, wherein the first output beam and the second output beam are irradiated to a spatially overlapping region,
Clause 25. An automobile comprising an imaging apparatus according to Clause 23.
Number | Date | Country | Kind |
---|---|---|---|
2019-081026 | Apr 2019 | JP | national |
2019-081027 | Apr 2019 | JP | national |
Number | Name | Date | Kind |
---|---|---|---|
20090238449 | Zhang | Sep 2009 | A1 |
20100007660 | Forouhar | Jan 2010 | A1 |
20130088726 | Goyal et al. | Apr 2013 | A1 |
20170282785 | Albou et al. | Oct 2017 | A1 |
20170357004 | Puente et al. | Dec 2017 | A1 |
20180095165 | Cohen et al. | Apr 2018 | A1 |
20180309941 | Lopez | Oct 2018 | A1 |
20190176683 | Lim | Jun 2019 | A1 |
Number | Date | Country |
---|---|---|
106324615 | Jan 2017 | CN |
107110454 | Aug 2017 | CN |
108107441 | Jun 2018 | CN |
109343077 | Feb 2019 | CN |
2008070374 | Mar 2008 | JP |
2017525952 | Sep 2017 | JP |
2017204460 | Nov 2017 | JP |
6412673 | Oct 2018 | JP |
2016027797 | Feb 2016 | WO |
2017187484 | Nov 2017 | WO |
2020137908 | Jul 2020 | WO |
Entry |
---|
Extended European Search Report dated May 11, 2022, issued in corresponding European Application No. 20794126.1. (11 pages). |
Paunescu et al., “Compressive Sensing for Active Imaging in SWIR Spectral Range”, Proceedings of SPIE; [Proceedings of SPIE; ISSN 0277-786X; vol. 8615], SPIE, 1000 20th St. Bellingham WA 98225-6705 USA, vol. 10796, Oct. 9, 2018, pp. 107960A-1-107960A-7, XP060112398. |
Sun et al., “Differential Computational Ghost Imaging”, Computational Optical Sensing and Imaging 2013, Jun. 23, 2013, pp. 1-3, XP055916731. |
Zhang et al., “Wavelength-Multiplexing Ghost Imaging”, Physical Review A (Atomic, Molecular, and Optical Physics), vol. 92, No. 1, Jul. 1, 2015, (3 pages), XP055916851. |
International Search Report (PCT/ISA/210) and Written Opinion (PCT/ISA/237) with translations dated Jul. 21, 2020, by the Japan Patent Office as the International Searching Authority for International Application No. PCT/JP2020/017166. |
Chan, Kam Wai Clifford et al., “Two-color ghost imaging”, Physical Review A, Mar. 2009, vol. 79, pp. 1-6. |
Shi, Dongfeng et al., “Polarimetric ghost imaging”, Optics Letters, Mar. 1, 2014, vol. 39, No. 5, pp. 1231-1234. |
Welsh, Stephen S. et al., “Fast full-color computational imaging with single-pixel detectors”, Optics Express, Oct. 2013, vol. 21, No. 20, pp. 23068-23074. |
Welsh, Stephen S. et al., “Multi-wavelength compressive computation ghost imaging”, Proceedings SPIE 8618, Emerging Digital Micromirror Device Based Systems and Applications V, 2013, vol. 8618, pp. 1-6. |
Office Action (Notice of Reasons for Refusal) dated Aug. 15, 2023, in corresponding Japanese Patent Application No. 2021-516126 and English translation of the Office Action. (9 pages). |
Office Action (Notification of the First Office Action) issued on Mar. 4, 2024, in corresponding Chinese Patent Application No. 202080030716.X and English translation of the Office Action. (22 pages). |
Number | Date | Country | |
---|---|---|---|
20220038625 A1 | Feb 2022 | US |
Number | Date | Country | |
---|---|---|---|
Parent | PCT/JP2020/017166 | Apr 2020 | WO |
Child | 17506277 | US |