On-line oil and foreign matter detection system and method employing hyperspectral imaging
A method for removing foreign matter from an agricultural product stream of a manufacturing process. The method includes conveying a product stream past an inspection station; scanning a region of the agricultural product stream as it passes the inspection station using at least one light source of a single or different wavelengths; generating hyperspectral images from the scanned region; determining a spectral fingerprint for the agricultural product stream from the hyperspectral images; comparing the spectral fingerprint obtained in step (c) to a spectral fingerprint database containing a plurality of fingerprints using a computer processor to determine whether foreign matter is present and, if present, generating a signal in response thereto; and removing a portion of the conveyed product stream in response to the signal. A system for detecting foreign matter within an agricultural product stream is also provided.
1. A method for detecting foreign matter in an agricultural product stream of a manufacturing process, the method comprising:
scanning a region of an agricultural product stream using at least one light source;
generating a hyperspectral image in real time from the region;
determining a product fingerprint from the hyperspectral image in real time; and
determining in real time whether foreign matter is present in the agricultural product stream based on the product fingerprint and a hyperspectral fingerprint database containing a plurality of hyperspectral fingerprints using a computer processor.
2. The method of claim 1 , further comprising:
conveying the agricultural product stream.
3. The method of claim 2 , wherein the conveying comprises:
conveying the agricultural product stream on a vibrating conveyor.
4. The method of claim 2 , wherein the conveying comprises:
conveying the agricultural product stream on an inclined conveyor.
5. The method of claim 2 , further comprising:
causing the agricultural product stream to fall under the influence of gravity in a cascade.
6. The method of claim 5 , wherein the cascade is a turbulent cascade.
7. The method of claim 5 , wherein the causing is performed concurrently with the scanning.
8. The method of claim 1 , wherein the light source includes a tungsten light source, a halogen light source, a xenon light source, a mercury light source, an ultraviolet light source, or any combination thereof.
9. The method of claim 1 , wherein the foreign matter includes a lubricant.
10. The method of claim 1 , wherein the foreign matter includes an oil.
11. The method of claim 1 , wherein the agricultural product stream includes tobacco.
12. The method of claim 11 , wherein the agricultural product stream includes a smoking article or a smokeless tobacco product.
13. The method of claim 1 , wherein the at least one light source is positioned so as to reduce an angle of incidence of each beam of light with the agricultural product stream.
14. The method of claim 1 , further comprising:
generating a response indicating whether foreign matter is present in the
agricultural product stream.
15. The method of claim 1 , further comprising:
determining a code based on the product fingerprint.
16. The method of claim 15 , wherein the code relates to a physical property, a chemical property, a biological property, or any combination thereof.
17. The method of claim 1 , further comprising:
prior to the scanning, creating the hyperspectral fingerprint database.
18. The method of claim 1 , further comprising:
storing the product fingerprint.
19. The method of claim 1 , wherein the generating comprises:
using a hyperspectral imaging camera.
20. The method of claim 1 , wherein the scanning comprises:
reflecting the light source off of a mirror and to the agricultural product stream.