Posture determination method, computer-readable recording medium storing program, and component feeding apparatus
A posture determination method is to determine, based on an image acquired for a component having a plurality of surfaces, a posture of the component. This posture determination method includes recognizing an outer shape of the component from the image, detecting a feature amount of a surface shape in a determination area being a part of the component based on the outer shape of the component recognized in the recognizing, and determining. In the determining, the posture of the component is determined by comparing a first reference amount indicating a reference feature amount in the determination area of a first surface of the component and a second reference amount indicating a reference feature amount in the determination area of a second surface of the component with the feature amount detected in the detecting.
1. A posture determination method of determining, based on an image acquired for a component having a plurality of surfaces, a posture of the component, the posture determination method comprising:
recognizing an outer shape of the component from the image;
detecting a feature amount of a surface shape in a determination area being a part of the component based on the outer shape of the component recognized in the recognizing, the feature amount including number of edges on a surface of the component;
determining the posture of the component by comparing a first reference amount indicating a reference feature amount in the determination area of a first surface of the component and a second reference amount indicating a reference feature amount in the determination area of a second surface of the component with the feature amount detected in the detecting; and
acquiring a new image of the component to determine the posture when the feature amount detected in the detecting is included in a predetermined range between the first reference amount and the second reference amount, and wherein the predetermined range is based on an occurrence frequency of the number of edges on the surface of the component.
2. The posture determination method according to claim 1 , wherein
the first reference amount and the second reference amount are ratios of feature amounts in two or more of the determination areas.
3. The posture determination method according to claim 1 , wherein
the first reference amount and the second reference amount are changed according to a photographing distance of the acquired image.
4. The posture determination method according to claim 1 , wherein,
when an image of the component is newly acquired, a photographing position or a photographing posture is changed.
5. A non-transitory recording medium storing a computer readable program causing a computer of a component feeding apparatus including a feeder that holds and feeds a component on a picking table to perform:
recognizing an outer shape of the component from an image acquired for the component on the picking table;
detecting a feature amount of a surface shape in a determination area being a part of the component based on the recognized outer shape of the component, the feature amount including number of edges on a surface of the component;
determining a posture of the component by comparing a first reference amount indicating a reference feature amount in the determination area of a first surface of the component and a second reference amount indicating a reference feature amount in the determination area of a second surface of the component with the feature amount detected from the image; and
acquiring a new image of the component to determine the posture when the feature amount detected in the detecting is included in a predetermined range between the first reference amount and the second reference amount, and wherein the predetermined range is based on an occurrence frequency of the number of edges on the surface of the component.
6. A component feeding apparatus comprising:
a picking table;
a camera capable of photographing a component on the picking table;
a feeder that holds the component on the picking table and places the component at a feeding position; and
a hardware processor that controls an operation of the feeder according to a posture of the component on the picking table, wherein
the hardware processor:
recognizes an outer shape of the component from an image captured by the camera, detects a feature amount of a surface shape in a determination area being a part of the component based on the recognized outer shape of the component, the feature amount including number of edges on a surface of the component,
determines the posture of the component by comparing a first reference amount indicating a reference feature amount in the determination area of a first surface of the component and a second reference amount indicating a reference feature amount in the determination area of a second surface of the component with the feature amount detected from the image, and
acquires a new image of the component to determine the posture when the feature amount detected in the detecting is included in a predetermined range between the first reference amount and the second reference amount, and wherein the predetermined range is based on an occurrence frequency of the number of edges on the surface of the component.
7. The component feeding apparatus according to claim 6 , comprising
a storage that stores the first reference amount and the second reference amount.
8. The component feeding apparatus according to claim 6 , wherein
before the camera newly photographs the component on the picking table, the feeder grasps the component to change a position of the component.