Method and system for manipulating a multitude of target items supported on a substantially horizontal support surface one at a time
A method and system for manipulating (i.e. such as by picking) a multitude of target items supported on a substantially horizontal support surface one at a time. The support surface supports a configuration of substantially identical items aligned substantially perpendicular to the support surface. The method includes the steps of providing a plurality of hypotheses which are ranked based on surprisals of the hypotheses. Each of the hypotheses describes an observation of an item in the configuration. The observations include an observation of the appearance of a perimeter of the item and an observation of the geometry of the perimeter of the item. The method also includes generating potential configurations for potential combinations of the multiple items based on the ranked hypotheses. Finally, the potential configurations are ranked. The step of ranking includes the step of combining the surprisals of the hypotheses in each potential configuration.
1. A method of manipulating a multitude of target items supported on a substantially horizontal support surface one at a time, the support surface supporting a configuration of substantially identical items aligned substantially perpendicular to the support surface, the method comprising the steps of:
providing a plurality of hypotheses which are ranked based on surprisals of the hypotheses, each of the hypotheses describing an observation of an item in the configuration, the observations including an observation of the appearance of a perimeter of the item and an observation of the geometry of the perimeter of the item;
generating potential configurations for potential combinations of the multiple items based on the ranked hypotheses; and
ranking the potential configurations wherein the step of ranking includes the step of combining the surprisals of the hypotheses in each potential configuration.
2. The method as claimed in claim 1 , wherein each target item is a box-like object such as a box or a large bag.
3. The method as claimed in claim 1 , wherein a pallet has the support surface.
4. The method as claimed in claim 1 , further comprising the step of selecting the potential configuration with the largest combined surprisal.
5. The method as claimed in claim 4 , further comprising the steps of providing an autonomous manipulator and a manipulating tool attached to the autonomous manipulator and utilizing the autonomous manipulator and the manipulating tool to manipulate items of the selected potential configuration one at a time based on the ranked potential configurations and based on a desired manipulating order.
6. The method as claimed in claim 5 , wherein the autonomous manipulator is vision-guided robot.
7. A system for manipulating a multitude of target items supported on a substantially horizontal support surface one at a time, the support surface supporting a configuration of substantially identical items aligned substantially perpendicular to the support surface, the system comprising:
a memory device configured to store a plurality of hypotheses which are ranked based on surprisals of the hypotheses, each of the hypotheses describing an observation of an item in the configuration, the observations including an observation of the appearance of a perimeter of the item and an observation of the geometry of the perimeter of the item; and
at least one processor configured to generate potential configurations for potential combinations of the multiple items based on the ranked hypotheses and configured to rank the potential configurations by combining the surprisals of the hypotheses in each potential configuration.
8. The system as claimed in claim 7 , wherein each target item is a box-like object such as a box or large bag.
9. The system as claimed in claim 7 , wherein the at least one processor is configured to select the potential configuration with the largest combined surprisal.
10. The system as claimed in claim 7 , wherein a pallet has the support surface.
11. The system as claimed in claim 9 , further comprising an autonomous manipulator and a manipulating tool attached to the autonomous manipulator to manipulate items of the selected potential configuration one at a time based on the ranked potential configurations and based on a desired manipulating order.
12. The system as claimed in claim 11 , wherein the autonomous manipulator is a vision-guided robot.