Image processing device
The parameters of image processing are adjusted for detecting a workpiece, by quantifying the quality of the parameters of the image processing. This image processing device automatically adjusts detection parameters that are used in image processing for detecting an imaging object. The image processing device includes a detection parameter generation unit that generates detection parameter combinations, an imaging condition setting unit that sets imaging conditions for each of the detection parameter combinations, a detectability determination unit that determines whether or not the imaging object is detectable for each combination of detection parameters and imaging conditions, an imaging range calculation unit that calculates a range of imaging conditions under which the imaging object is determined, by the detectability determination unit, to have been detected, and a parameter determination unit that determines a detection parameter combination for which the calculated range of imaging conditions is the widest.
1. An image processing device configured to automatically adjust detection parameters used in image processing for detecting an imaging object, the image processing device comprising:
a detection parameter generation unit configured to generate a plurality of combinations of the detection parameters;
an imaging condition setting unit configured to set a plurality of imaging conditions for each of the combinations of the detection parameters generated by the detection parameter generation unit;
a detectability judgment unit configured to judge detectability of the imaging object for each combination of the detection parameters and the imaging conditions;
an imaging range calculation unit configured to calculate a range of an imaging condition in which the detectability judgment unit judges that the imaging object is detected; and
a parameter determination unit configured to determine a combination of the detection parameters based on the range of the imaging condition calculated by the imaging range calculation unit.
2. The image processing device according to claim 1 , wherein the parameter determination unit is configured to determine a combination of the detection parameters having a widest range of the imaging condition as the combination of the detection parameters.
3. The image processing device according to claim 1 , wherein the detectability judgment unit is configured to judge the detectability based on whether a detection result of the imaging object satisfies a predetermined correct condition.
4. The image processing device according to claim 1 , wherein the detectability judgment unit is configured to judge the detectability based on whether a detection position at which a known imaging object is actually detected matches a known placement position of the known imaging object.
5. The image processing device according to claim 1 , further comprising an operation unit configured to execute setting of the detection parameters and the imaging conditions, and adjustment of the detection parameters.
6. The image processing device according to claim 1 , wherein an image is divided into one or more regions, and the combination of the detection parameters is determined for each of the regions.