SYSTEM AND METHOD FOR SPACE OBJECT DETECTION IN DAYTIME SKY IMAGES
In some embodiments, space objects may be detected within shortwave infrared (SWIR) images captured during the daytime. Some embodiments include obtaining a stacked image by stacking shortwave infrared (SWIR) images. A spatial background-difference image may be generated based on the stacked image, and a matched-filter image may be obtained based on the spatial background-difference image. A binary mask may be generated based on the matched-filter image. The binary mask may include a plurality of bits each of which including a first value or a second value based on whether a signal-to-noise ratio (SNR) associated with that bit satisfies a threshold condition. Output data may be generated based on the spatial background-difference image and the binary mask, where the output data provides observations on detected space objects in orbit.
1 . A system for detecting space objects, the system comprising:
a camera system comprising one or more shortwave infrared (SWIR) sensors;
a computer system comprising one or more processors configured to execute one or more computer program instructions that, when executed by the one or more processors, effectuate operations comprising:
(a) obtaining a stacked image by stacking SWIR images of a daytime sky, wherein the SWIR images are captured by the camera system;
(b) processing the stacked image into an array of pixels to identify at least one cluster of pixels based at least in part on a signal intensity of a plurality of pixels of the array of pixels; and
(c) generating output data based at least in part on the at least one cluster of pixels, wherein the output data is indicative of a space object imaged by the camera system.
2 . The system of claim 1 , wherein:
the camera system further comprises: one or more thermoelectric coolers (TECs).
3 . The system of claim 1 , wherein the SWIR images of the daytime sky correspond to a plurality of seconds of imaging of the daytime sky by the camera system.
4 . (canceled)
5 . (canceled)
6 . The system of claim 1 , wherein the operations further comprise:
identifying one or more candidate space objects based at least in part on the at least one cluster of pixels; and
identifying at least one false positive from the one or more candidate space objects.
7 . The system of claim 1 , wherein generating the output data comprises:
generating an output image comprising an indication of the space object.
8 . The system of claim 1 , wherein the camera system further comprises one or more filters.
9 . (canceled)
10 . (canceled)
11 . The system of claim 1 , wherein the operations comprise:
computing a numerical value for each signal intensity of the plurality of pixels of the array of pixels.
12 .- 16 . (canceled)
17 . The system of claim 1 , wherein the camera system:
is configured to maintain dark currents less than or equal to 100 kilo-electrons per pixel per second;
is configured to capture images with a framerate greater than 100 Hz; and
comprises an optical train having one or more lowpass filters having cutoff wavelengths selected between 0.9-1.7 microns and one or more infrared polarizers.
18 . The system of claim 1 , wherein the camera systems is a ground-based camera system.
19 . One or more non-transitory computer readable media comprising computer program instructions that, when executed by one or more processors, effectuate operations comprising:
(a) obtaining a stacked image by stacking shortwave infrared (SWIR) images of daytime sky, wherein the SWIR images are obtained from a camera system comprising one or more SWIR sensors;
(b) processing the stacked image into an array of pixels to identify at least one cluster of pixels based at least in part on a signal intensity of a plurality of pixels of the array of pixels;
(c) generating output data based at least in part on the at least one cluster of pixels, wherein the output data is indicative of a space object imaged by the camera system.
20 . The one or more media of claim 19 , wherein the camera system is a ground-based camera system, and wherein the camera system comprises a thermoelectric cooler (TEC) and a filter.
21 .- 25 . (canceled)
26 . The one or more media of claim 25 , wherein the operations further comprise:
obtaining a bias value associated with each SWIR sensor of the one or more SWIR sensors, wherein a numerical value of each pixel of the array of pixels is adjusted based at least in part on the bias value associated with the pixel.
27 .- 30 .
31 . A method comprising:
(a) obtaining a stacked image by stacking shortwave infrared (SWIR) images of daytime sky, wherein the SWIR images are obtained from a camera system comprising one or more SWIR sensors;
(b) processing the stacked image into an array of pixels to identify at least one cluster of pixels based at least in part on a signal intensity of a plurality of pixels of the array of pixels;
(c) generating output data based at least in part on the at least one cluster, wherein the output data is indicative of a space object imaged by the camera system.
32 . The method of claim 31 , wherein the camera system is a ground-based camera system.
33 . The method of claim 32 , wherein the camera system further comprises one or more thermoelectric coolers (TECs).
34 . The method of claim 33 , wherein the TEC comprises liquid heat transfer assistance.
35 . The method of claim 32 , wherein the camera system further comprises one or more filters.
36 . The method of claim 35 , wherein the one or more filters comprise a lowpass filter having a cutoff wavelength between 0.9-1.7 microns.
37 . The method of claim 32 , wherein the camera system is configured to maintain dark currents less than or equal to 100 kilo-electrons per pixel per second.
38 . The method of claim 32 , wherein the camera system is configured to capture images with a framerate of at least 100 Hertz.
39 . The method of claim 31 , wherein the one or more SWIR sensors comprise at least 4 SWIR sensors.
40 . The method of claim 31 , wherein the one or more SWIR sensors are configured to capture an image having a dimension of at least 500 pixels.