Multi-stage security screening system and smart communication system
A multi-stage screening system for screening a container includes a pre-screening stage including a transmission X-ray device. The pre-screening stage is configured to generate constraint data associated with the contents of the container. The system also includes a screening stage including an X-ray diffraction imaging (XDI) device. The screening stage is configured to generate image data associated with the contents of the container. The system further includes a communication system coupled to the pre-screening stage and the screening stage. The communication system is configured to receive and transmit the constraint data and reconstruct at least one image of the container at least partially as a function of the constraint data and the image data.
1. A multi-stage screening system for screening a container, said multi-stage screening system comprising:
a pre-screening stage comprising a transmission X-ray device, said pre-screening stage configured to generate constraint data associated with the contents of the container;
a screening stage comprising an X-ray diffraction imaging (XDI) device, said screening stage configured to generate image data associated with the contents of the container; and
a communication system coupled to said pre-screening stage and said screening stage, said communication system configured to receive and transmit said constraint data and reconstruct at least one image of the container at least partially as a function of said constraint data and said image data, wherein said communication system is further configured to iteratively reconstruct the at least one image of the container using:
estimated XDI image data at least partially generated from said constraint data;
actual image data generated by a scan performed by said screening stage; and
calculated differences between said estimated XDI image data and the actual image data.
2. The multi-stage screening system in accordance with claim 1 , wherein said communication system is further configured to aggregate a plurality of voxels to at least partially define at least one object in the container.
3. The multi-stage screening system in accordance with claim 2 , wherein said constraint data comprises said aggregated plurality of voxels, thereby constraining the at least one object with respect to at least one of object shape and coordinates of position within the container.
4. The multi-stage screening system in accordance with claim 1 , wherein said communication system is further configured to determine potential threats at least partially as a function of said constraint data.
5. The multi-stage screening system in accordance with claim 4 , wherein said communication system is further configured to regulate irradiation of the container by the screening stage at least partially as a function of the determined potential threats.
6. The multi-stage screening system in accordance with claim 4 , wherein the determined potential threats are at least partially defined by constraint data comprising attenuation properties of the at least one object.
7. The multi-stage screening system in accordance with claim 6 , wherein said communication system is further configured to regulate irradiation of the container by the screening stage at least partially as a function of the determined potential threats.
8. The multi-stage screening system in accordance with claim 1 , wherein said constraint data comprises a transparency determination of the container as a result of a scan by said pre-screening stage.
9. A method of performing a security screen of a container, said method comprising:
irradiating a container with a pre-screening stage X-ray device;
generating constraint data associated with the contents of the container;
transmitting the constraint data to a communication system;
irradiating the container with a screening stage X-ray device; and
iteratively reconstructing at least one image of the container at least partially as a function of the constraint data comprising:
generating estimated XDI image data at least partially from the constraint data;
generating actual image data from a scan of the container by the screening stage X-ray device; and
calculating differences between the estimated XDI image data and the actual image data.
10. The method in accordance with claim 9 , wherein irradiating a container with a pre-screening stage X-ray device comprises irradiating the container with a transmission X-ray device.
11. The method in accordance with claim 9 , wherein irradiating the container with a screening stage X-ray device comprises irradiating the container with an X-ray diffraction imaging (XDI) device.
12. The method in accordance with claim 9 further comprising aggregating a plurality of voxels to at least partially define at least one object in the container.
13. The method in accordance with claim 12 further comprising constraining the at least one object with respect to at least one of shape and coordinates of position within the container.
14. The method in accordance with claim 9 , wherein irradiating the container with the screening stage X-ray device comprises:
determining potential threats at least partially as a function of the constraint data; and
regulating irradiation of the container as a function of the determined potential threats.
15. The method in accordance with claim 14 , wherein determining potential threats at least partially as a function of the constraint data comprises determining attenuation properties of the at least one object as a function of irradiating the container with the pre-screening stage X-ray device.
16. The method in accordance with claim 9 , wherein generating constraint data associated with the contents of the container comprises generating a transparency determination of the container as a function of irradiating the container with the pre-screening stage X-ray device.