Generating environmental map by aligning captured scans
A method for performing a simultaneous location and mapping of a scanner device in a surrounding environment includes capturing a scan-data of a portion of a map of the surrounding environment. The scan-data comprises a point cloud. Further, at runtime, a user-interface is used to make, a selection of a feature from the scan-data, and a selection of a submap that was previously captured. The submap includes the same feature. The method further includes determining a first scan position as a present position of the scanner device, and determining a second scan position as a position of the scanner device. The method further includes determining a displacement vector for the map based on the first and the second scan positions. Further, a revised first scan position is computed based on the second scan position and the displacement vector. The scan-data is registered using the revised first scan position.
1. A system comprising:
a scanner device configured to capture scan-data of a surrounding environment; and
one or more processors operably coupled to the scanner device, wherein the one or more processors are operable to perform simultaneous locating and mapping of the scanner device in the surrounding environment, which comprises:
capturing the scan-data of a portion of a map of the surrounding environment, wherein the scan-data comprises a point cloud;
receiving, at runtime, via a user-interface, a selection of a feature from the scan-data, and a selection of a submap that was previously captured, wherein the submap includes the same feature;
determining a first scan position as a present position of the scanner device, and determine a second scan position as a position of the scanner device;
determining a displacement vector for the map based on a difference between the first scan position and the second scan position;
computing a revised first scan position based on the second scan position and the displacement vector; and
registering the scan-data using the revised first scan position.
2. The system of claim 1 , the one or more processors are operable to assign a unique identifier to the feature.
3. The system of claim 1 , wherein the feature comprises a semantic feature in the map.
4. The system of claim 1 , wherein the feature comprises a predetermined area in the map.
5. The system of claim 1 , wherein the one or more processors are configured to provide, via the user-interface, an identification of one or more features in the scan-data.
6. The system of claim 1 , wherein the one or more processors are configured to provide, via the user-interface, a list of submaps that include the feature that is selected.
7. The system of claim 1 , wherein the scanner device is equipped on a movable platform.
8. The system of claim 1 , wherein the one or more processors are further operable to:
determine a constraint by computing a relationship between a first measurement and a second measurement of the feature, the first measurement captured from the first scan position, and the second measurement captured from a third scan position; and
perform the simultaneous locating and mapping by using the constraint.
9. A method for performing a simultaneous location and mapping of a scanner device in a surrounding environment, the method comprising:
capturing a scan-data of a portion of a map of the surrounding environment, wherein the scan-data comprises a point cloud;
receiving, at runtime, via a user-interface, a selection of a feature from the scan-data, and a selection of a submap that was previously captured, wherein the submap includes the same feature;
determining a first scan position as a present position of the scanner device, and determining a second scan position as a position of the scanner device;
determining a displacement vector for the map based on a difference between the first scan position and the second scan position;
computing a revised first scan position based on the second scan position and the displacement vector; and
registering the scan-data using the revised first scan position.
10. The method of claim 9 , the method further comprises assigning a unique identifier to the feature.
11. The method of claim 9 , wherein the feature comprises a semantic feature in the map.
12. The method of claim 9 , wherein the feature comprises a predetermined area in the map.
13. The method of claim 9 , wherein the method further comprises providing, via the user-interface, an identification of one or more features in the scan-data.
14. The method of claim 9 , wherein the method further comprises providing, via the user-interface, a list of submaps that include the feature that is selected.
15. The method of claim 9 , wherein the scanner device is equipped on a movable platform.
16. The method of claim 9 , wherein the method further comprises:
determining a constraint by computing a relationship between a first measurement and a second measurement of the feature, the first measurement captured from the first scan position, and the second measurement captured from a third scan position; and
performing the simultaneous locating and mapping by using the constraint.
17. A non-transitory computer-readable medium having program instructions embodied therewith, the program instructions readable by a processor to cause the processor to perform a method performing a simultaneous location and mapping of a scanner device in a surrounding environment, the method comprising:
capturing a scan-data of a portion of a map of the surrounding environment, wherein the scan-data comprises a point cloud;
receiving, at runtime, via a user-interface, a selection of a feature from the scan-data, and a selection of a submap that was previously captured, wherein the submap includes the same feature;
determining a first scan position as a present position of the scanner device, and determine a second scan position as a position of the scanner device;
determining a displacement vector for the map based on a difference between the first scan position and the second scan position;
computing a revised first scan position based on the second scan position and the displacement vector; and
registering the scan-data using the revised first scan position.
18. The computer-readable medium of claim 17 , wherein the method further comprises providing, via the user-interface, an identification of one or more features in the scan-data.
19. The computer-readable medium of claim 17 , wherein the method further comprises providing, via the user-interface, a list of submaps that include the feature that is selected.
20. The computer-readable medium of claim 17 , wherein the method further comprises:
determining a constraint by computing a relationship between a first measurement and a second measurement of the feature, the first measurement captured from the first scan position, and the second measurement captured from a third scan position; and
performing the simultaneous locating and mapping by using the constraint.