A mixture of glass pieces can be evaluated by taking an image of an object from the mixture. The object has the possibility of being either a single piece of glass from the mixture or at least two pieces of glass from the mixture. By knowing how many pieces of glass are in each object, the accuracy
A mixture of glass pieces can be evaluated by taking an image of an object from the mixture. The object has the possibility of being either a single piece of glass from the mixture or at least two pieces of glass from the mixture. By knowing how many pieces of glass are in each object, the accuracy of the evaluation can be improved. Angles of an outline of the object are determined from the image, and then the angles are evaluated to determine whether the object is at least two pieces. When it is determined that the objection is at least two pieces, it is possible to assign a characteristic, such as color type or material type, for each piece as opposed to assigning the same characteristic to the entire object.
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1. A method for evaluating a mixture including a plurality glass pieces, the method comprising: taking an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;determining, from the image, angles of an outline of
1. A method for evaluating a mixture including a plurality glass pieces, the method comprising: taking an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;determining, from the image, angles of an outline of the object;evaluating the angles to determine whether the object is at least two pieces;evaluating a characteristic of the object;detecting, from the image, a light transmittance boundary line within the outline of the object, the light transmittance boundary line having an endpoint on the outline;evaluating a position of an endpoint on the outline to determine whether the light transmittance boundary line is present on a single piece of the mixture; andidentifying the single piece of the mixture as a piece of glass with a label when the light transmittance boundary line is determined to be present on a single piece of the mixture. 2. The method of claim 1, wherein the evaluating of the angles includes determining whether interior angles of vertices of the outline are greater than a threshold or determining whether exterior angles of the vertices are less than the threshold. 3. The method of claim 2, wherein the threshold is 180 degrees. 4. The method of claim 1, wherein the object is determined to be at least two pieces when the outline includes at least two vertices each having an interior angle greater than a threshold or an exterior angle less than the threshold. 5. The method of claim 4, wherein the object is determined to be at least two pieces when the at least two vertices are paired according to a predetermined criteria. 6. The method of claim 5, the predetermined criteria is selected from the group consisting of alignment of legs adjacent to the at least two vertices, proximity of the at least two vertices, similarity in the curvature of legs adjacent to the at least two vertices, similarity in image pixel color of legs adjacent to the at least two vertices, and/or presence of a light transmittance boundary line at the at least two vertices. 7. The method of claim 1, wherein when the object is determined to be at least two pieces, the evaluating of the characteristic of the object includes determining from the image whether a first piece of the object has a characteristic that is different from that of a second piece of the object. 8. The method of claim 7, wherein the characteristic includes color type. 9. The method of claim 7, wherein the characteristic includes material type. 10. The method of claim 1, wherein when the object is determined not to be at least two pieces, the evaluating of the characteristic of the object includes determining, from the image, a color type of the object. 11. The method of claim 1, wherein when the object is determined to not include at least two pieces, the evaluating of the characteristic of the object includes determining, from the image, a material type of the object. 12. The method of claim 1, further comprising: evaluating the position of an endpoint of the light transmittance boundary line on the outline to determine whether the light transmittance boundary line represents an intersection between two pieces of the mixture; andidentifying the two pieces of the mixture as being a piece of glass and a piece of non-glass debris when the light transmittance boundary line is determined to represent an intersection between the two pieces of the mixture. 13. The method of claim 1, further comprising determining, by use of a processor, whether the mixture satisfies a predetermined requirement, wherein the predetermined requirement includes any one or both of a maximum amount of non-glass debris and a minimum amount glass having a desired color type. 14. A method for evaluating a mixture including a plurality glass pieces, the method comprising: taking an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;determining, from the image, angles of an outline of the object;evaluating the angles to determine whether the object is at least two pieces;evaluating a characteristic of the object;determining, by use of a processor, whether the mixture satisfies a predetermined requirement, wherein the predetermined requirement includes any one or both of a maximum amount of non-glass debris and a minimum amount glass having a desired color type; andautomatically changing one or more parameters of a glass sorter from which the mixture was obtained, wherein the one or more parameters are changed based, at least, on the determination of whether the mixture obtained from the glass sorter satisfies the predetermined requirement. 15. The method of claim 14, further comprising detecting, from the image, a light transmittance boundary line within the outline of the object, the light transmittance boundary line having an endpoint on the outline;evaluating a position of an endpoint on the outline to determine whether the light transmittance boundary line is present on a single piece of the mixture; andidentifying the single piece of the mixture as a piece of glass with a label when the light transmittance boundary line is determined to be present on a single piece of the mixture. 16. A method for evaluating a mixture including a plurality glass pieces, the method comprising: taking an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;determining, from the image, angles of an outline of the object;evaluating the angles to determine whether the object is at least two pieces;evaluating a characteristic of the object;determining, by use of a processor, whether the mixture satisfies a predetermined requirement, wherein the predetermined requirement includes any one or both of a maximum amount of non-glass debris and a minimum amount glass having a desired color type; andautomatically changing frequency of testing based, at least, on the determination of whether the mixture obtained from the glass sorter satisfies the predetermined requirement. 17. A system for evaluating a mixture including a plurality glass pieces, the system comprising: an imaging device configured to take an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;a light source configured to direct light toward the imaging device; anda processor configured to determining, from an image taken by the imaging device, angles of an outline of the object, the processor further configured to evaluate the angles to determine whether the object is at least two pieces and to evaluate a characteristic of the object,wherein the processor is further configured to:detect, from the image, a light transmittance boundary line within the outline of the object, the light transmittance boundary line having an endpoint on the outline;evaluate a position of an endpoint on the outline to determine whether the light transmittance boundary line is present on a single piece of the mixture; andidentify the single piece of the mixture as a piece of glass with a label when the light transmittance boundary line is determined to be present on a single piece of the mixture. 18. The system of claim 17, wherein the processor is further configured to: evaluate the position of an endpoint of the light transmittance boundary line on the outline to determine whether the light transmittance boundary line represents an intersection between two pieces of the mixture; andidentify the two pieces of the mixture as being a piece of glass and a piece of non-glass debris when the light transmittance boundary line is determined to represent an intersection between the two pieces of the mixture. 19. A non-transitory computer readable medium having a stored computer program embodying instructions, which when executed by a computer, causes the computer to evaluate a mixture including a plurality glass pieces, the computer readable medium comprising: instructions to take an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;instructions to determine, from the image, angles of an outline of the object;instructions to evaluate the angles to determine whether the object is at least two pieces;instructions to evaluate a characteristic of the object;instructions to detect, from the image, a light transmittance boundary line within the outline of the object, the light transmittance boundary line having an endpoint on the outline;instructions to evaluate a position of an endpoint on the outline to determine whether the light transmittance boundary line is present on a single piece of the mixture; andinstructions to identify the single piece of the mixture as a piece of glass with a label when the light transmittance boundary line is determined to be present on a single piece of the mixture. 20. The non-transitory computer readable medium of claim 19, further comprising: instructions to evaluate the position of an endpoint of the light transmittance boundary line on the outline to determine whether the light transmittance boundary line represents an intersection between two pieces of the mixture; andinstructions to identify the two pieces of the mixture as being a piece of glass and a piece of non-glass debris when the light transmittance boundary line is determined to represent an intersection between the two pieces of the mixture. 21. A system for evaluating a mixture including a plurality glass pieces, the system comprising: an imaging device configured to take an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;a light source configured to direct light toward the imaging device; anda processor configured to determining, from an image taken by the imaging device, angles of an outline of the object, the processor further configured to evaluate the angles to determine whether the object is at least two pieces and to evaluate a characteristic of the object,wherein the processor is further configured to:determine whether the mixture satisfies a predetermined requirement, wherein the predetermined requirement includes any one or both of a maximum amount of non-glass debris and a minimum amount glass having a desired color type; andautomatically change one or more parameters of a glass sorter from which the mixture was obtained, wherein the one or more parameters are changed based, at least, on a determination that the mixture obtained from the glass sorter does not satisfy the predetermined requirement. 22. A system for evaluating a mixture including a plurality glass pieces, the system comprising: an imaging device configured to take an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;a light source configured to direct light toward the imaging device; anda processor configured to determining, from an image taken by the imaging device, angles of an outline of the object, the processor further configured to evaluate the angles to determine whether the object is at least two pieces and to evaluate a characteristic of the object,wherein the processor is further configured to:determine whether the mixture satisfies a predetermined requirement, wherein the predetermined requirement includes any one or both of a maximum amount of non-glass debris and a minimum amount glass having a desired color type; andautomatically increase frequency of testing based, at least, on a determination that the mixture obtained from the glass sorter does not satisfy the predetermined requirement. 23. A non-transitory computer readable medium having a stored computer program embodying instructions, which when executed by a computer, causes the computer to evaluate a mixture including a plurality glass pieces, the computer readable medium comprising: instructions to take an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;instructions to determine, from the image, angles of an outline of the object;instructions to evaluate the angles to determine whether the object is at least two pieces;instructions to evaluate a characteristic of the object;instructions to determine whether the mixture satisfies a predetermined requirement, wherein the predetermined requirement includes any one or both of a maximum amount of non-glass debris and a minimum amount glass having a desired color type; andinstructions to automatically change one or more parameters of a glass sorter from which the mixture was obtained, wherein the one or more parameters are changed based, at least, on a determination that the mixture obtained from the glass sorter does not satisfy the predetermined requirement. 24. A non-transitory computer readable medium having a stored computer program embodying instructions, which when executed by a computer, causes the computer to evaluate a mixture including a plurality glass pieces, the computer readable medium comprising: instructions to take an image of an object from the mixture, the object possibly being either a single piece from the mixture or at least two pieces from the mixture;instructions to determine, from the image, angles of an outline of the object;instructions to evaluate the angles to determine whether the object is at least two pieces;instructions to evaluate a characteristic of the object;instructions to determine whether the mixture satisfies a predetermined requirement, wherein the predetermined requirement includes any one or both of a maximum amount of non-glass debris and a minimum amount glass having a desired color type; andinstructions to automatically increase frequency of testing based, at least, on a determination that the mixture obtained from the glass sorter does not satisfy the predetermined requirement.
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이 특허에 인용된 특허 (10)
Herley, Cormac E., Detecting multiple objects in digital image data.
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Duffy, Sean; Blasland, Warren; Lehman, Rick, System for and method of mixed-color cullet characterization and certification, and providing contaminant-free, uniformly colored mixed-color cullet.
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