Quantum-inspired adaptive computational 3D imager
A method performed by a photon imaging system comprises: selecting first patterns for illumination, and generating first illumination patterns that are time-varying responsive to the first patterns in order to illuminate a target; detecting light energy of the first illumination patterns that is reflected by the target; constructing histograms of the light energy that is detected; reconstructing an image of the target using the histograms and the first patterns; performing feedback processing of the image based on an operational objective, associated with one or more of generating illumination patterns or reconstructing the image, to produce feedback for selecting second patterns that differ from the first patterns and are configured to achieve the operational objective; and responsive to the feedback, selecting the second patterns, and generating second illumination patterns based on the second patterns to illuminate the target.
1. A method performed by a photon imaging system comprising:
selecting first patterns for illumination, and generating first illumination patterns that are time-varying responsive to the first patterns in order to illuminate a target;
detecting light energy of the first illumination patterns that is reflected by the target;
constructing histograms of the light energy that is detected;
reconstructing an image of the target using the histograms and the first patterns;
performing feedback processing of the image based on an operational objective, associated with one or more of generating illumination patterns or reconstructing the image, to produce feedback for selecting second patterns that differ from the first patterns and are configured to achieve the operational objective; and
responsive to the feedback, selecting the second patterns, and generating second illumination patterns based on the second patterns to illuminate the target.
2. The method of claim 1 , further comprising:
after generating the second illumination patterns, repeating detecting, reconstructing, and performing the feedback processing using the second illumination patterns.
3. The method of claim 1 , wherein:
selecting the first patterns includes selecting the first patterns from a codebook; and
generating the first illumination patterns includes, by an individually addressable light array (IALA), modulating light responsive to the first patterns to produce the first illumination patterns.
4. The method of claim 3 , wherein:
generating the first illumination patterns further includes pixel shifting modulated light produced by modulating to produce the first illumination patterns as pixel shifted illumination patterns that have a higher pixel resolution than without pixel shifting.
5. The method of claim 1 , wherein:
selecting the first patterns and generating the first illumination patterns result in pattern scanning an array of pixels to produce the first illumination patterns as a sequence of two-dimensional patterns of illumination pixels.
6. The method of claim 1 , further comprising:
receiving the light energy through a non-imaging lens to produce non-imaged light energy, and
wherein detecting the light energy includes detecting the non-imaged light energy using a single-photon avalanche diode (SPAD) array to produce an array of light detections in parallel,
wherein constructing the histograms includes constructing the histograms in parallel from the array of the light detections.
7. The method of claim 6 , further comprising:
combining the histograms into a cumulative histogram,
wherein reconstructing includes reconstructing based on the cumulative histogram.
8. The method of claim 1 , wherein:
selecting the second patterns includes selecting only a subset of the first patterns as the second patterns; and
generating the second illumination patterns includes generating only the subset of the first illumination patterns as the second illumination patterns.
9. The method of claim 8 , wherein:
the operational objective includes increasing a video frame rate of the first illumination patterns while maintaining a predetermined quality of the image;
generating the first illumination patterns includes generating the first illumination patterns at a first video frame rate; and
generating the second illumination patterns at a second video frame rate that is greater than the first video frame rate to achieve the operational objective.
10. The method of claim 1 , wherein:
reconstructing the image includes determining a region-of-interest of the target;
performing the feedback processing includes performing the feedback processing based on the region-of-interest as the operational objective; and
responsive to the feedback, selecting the second patterns includes selecting only a subset of the first patterns that focus on the region-of-interest as the second patterns.
11. The method of claim 1 , further comprising:
determining a measure of noise that reduces a quality of the image;
performing the feedback processing includes performing the feedback processing to reduce the measure of the noise as the operational objective; and
responsive to the feedback, selecting the second patterns includes selecting the second patterns to reduce the measure of the noise.
12. The method of claim 1 , further comprising:
detecting the light energy includes determining total light energies produced by corresponding ones of the first illumination patterns;
performing the feedback processing includes performing the feedback processing to maximize the total light energies; and
responsive to the feedback, selecting the second patterns includes selecting, as the second patterns, only a subset of the first patterns that produced highest total light energies among the total light energies.
13. The method of claim 1 , wherein:
reconstructing the image and the feedback processing includes using compressive sensing and machine learning techniques.
14. An apparatus comprising:
a controller to perform selecting first patterns for illumination;
an optical transmitter to perform generating first illumination patterns that are time-varying based on the first patterns, to illuminate a target;
an optical receiver to detect light energy of the first illumination patterns reflected by the target; and
wherein the controller is configured to perform:
constructing histograms of the light energy that is detected;
reconstructing an image of the target using the histograms and the first patterns;
feedback processing of the image based on an operational objective, associated with one or more of generating illumination patterns or reconstructing the image, to produce feedback for selecting second patterns that differ from the first patterns and are configured to achieve the operational objective; and
responsive to the feedback, selecting the second patterns;
wherein the optical transmitter is configured to perform generating second illumination patterns based on the second patterns to illuminate the target.
15. The apparatus of claim 14 , wherein the controller, the optical transmitter, and the optical receiver are configured to perform:
repeating detecting, reconstructing, and the feedback processing using the second illumination patterns.
16. The apparatus of claim 14 , wherein:
the controller includes a codebook and the controller is configured to perform selecting the first patterns by selecting the first patterns from the codebook; and
the optical transmitter includes an individually addressable light array (IALA), and the IALA is configured to perform modulating light responsive to the first patterns to produce the first illumination patterns.
17. The apparatus of claim 14 , wherein:
the optical receiver includes:
a non-imaging lens to diffuse the light energy to produce diffuse light energy; and
a single-photon avalanche diode (SPAD) array to detect the diffuse light energy to produce an array of light detections; and
the controller is configured to perform constructing the histograms by constructing the histograms from the array of the light detections.
18. An apparatus comprising:
a controller to select patterns for illumination;
an optical transmitter including an individually addressable laser array (IALA) to produce illumination patterns responsive to the patterns, to illuminate a target; and
an optical receiver including:
a non-imaging lens to receive light energy of the illumination patterns that is reflected by the target, to produce non-imaged light energy; and
a single-photon avalanche diode (SPAD) array to detect the non-imaged light energy across the SPAD array, to produce an array of light detections;
wherein the controller is configured to:
construct histograms of the array of the light detections; and
reconstruct an image of the target using the histograms and the patterns.
19. The apparatus of claim 18 , wherein the optical transmitter further includes a pixel shifter following the IALA to pixel-shift modulated light produced by the IALA, to produce the illumination patterns as pixel-shifted illumination patterns.
20. The apparatus of claim 19 , wherein the controller is further configured to:
combine the histograms into a cumulative histogram,
wherein the controller is configured to reconstruct the image using the cumulative histogram.