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Region of Interest¶
The Region of Interest box (ROI box) is the 3D region where object detection takes place.
In many applications, the field of view of the Pickit camera is greater than the region where we want to perform object detection. For example, in a bin picking application we are only interested in the contents of the bin. In the below image, we compare the camera field of view (3D in the Pickit viewer), with the contents of the ROI box (Points in the Pickit viewer).
By specifying a correct ROI box, we get faster detection times, as Pickit doesn’t have to look for objects where they are not expected. In the above example, object detection with the shown ROI box is between two and three times faster than on the entire scene.
The ROI box can also be used to prevent unwanted detections, for example if two bins are visible to the camera, but we only want to pick objects from one. Setting the ROI box around one of the bins will ignore the contents of the other.
For bin picking applications, the ROI box can be used for bin representation, by fitting it to the internal borders of the bin. Pickit then can (optionally) perform bin collision avoidance and prevention. Refer to the How can I get a better bin picking experience? article for more information on how to make the best use of the ROI box for such applications.
The ROI box can be defined and modified from the Region of Interest page of the Pickit web interface, and the points contained in it can be visualized in the Points tab of the viewer.
- Defining the Region of Interest
- Modifying the Region of Interest
- Attaching the Region of Interest to the world
- Color filter
- Advanced ROI filters