Processing apparatus and point cloud elimination method
Provided are a processing apparatus and a point cloud elimination method that can suppress point cloud processing load even if the number of points included in point clouds increases due to realization of high resolution of an apparatus that acquires point clouds of an object. The processing apparatus includes a memory (storage apparatus) and a processor. The memory stores data of a point cloud of an object. The processor eliminates data of a second point (subject point) that is included in the point cloud and is next to a first point (previous point) that is included in the point cloud from the data of the point cloud when the difference between the distance to the first point and the distance to the second point is smaller than a threshold (first threshold Th 1 ) (Step 1903 : YES) (Step 1908 ).
1. A processing apparatus comprising:
a storage apparatus that stores data of a point cloud of an object; and
a processor that eliminates data of a second point that is included in the point cloud and is next to a first point that is included in the point cloud from the data of the point cloud when a difference between a distance to the first point and a distance to the second point is smaller than a first threshold, wherein
the processor keeps the data of the second point uneliminated when a sign of a first distance change amount representing a difference between the distance to the second point and the distance to the first point, and a sign of a second distance change amount representing a difference between the distance to the second point and a distance to a third point that is included in the point cloud and is next to the second point are different from each other.
2. The processing apparatus according to claim 1 , wherein
the processor
decides that the first point and the second point belong to mutually different objects when the difference between the distance to the first point and the distance to the second point is greater than a second threshold, and keep data of the first point and the second point that are located at a boundary between the objects uneliminated.
3. The processing apparatus according to claim 1 , wherein
the processor
determines the first distance change amount as 0 when the first distance change amount is smaller than a third threshold, and determines the second distance change amount as 0 when the second distance change amount is smaller than the third threshold, and
keeps the data of the second point uneliminated when a state of a sign of the first distance change amount and a state of the sign of the second distance change amount are different from each other.
4. The processing apparatus according to claim 1 , wherein
the processor
keeps the data of the second point uneliminated when an angle difference or a distance difference between the first point and the second point is equal to or greater than a fourth threshold.
5. The processing apparatus according to claim 1 , wherein
the processor
keeps the data of the second point uneliminated when the distance to the second point is longer than a fifth threshold.
6. The processing apparatus according to claim 1 , wherein
the processor
eliminates data of a point cloud included in a predetermined region when number of uneliminated points to be kept in points included in the point cloud exceeds or is predicted to exceed a sixth threshold.
7. The processing apparatus according to claim 1 , wherein
the processor
stores a straight line that connects one uneliminated point to be kept and an uneliminated point to be kept to each other, the uneliminated point to be kept being next to the one point.
8. The processing apparatus according to claim 1 , wherein
the processor
performs a elimination process of the point cloud not only on a row of point clouds in one direction, but also on a row of point clouds in another direction.
9. A point cloud elimination method that causes a processing apparatus to execute:
a step of storing data of a point cloud of an object;
a step of eliminating data of a second point that is included in the point cloud and is next to a first point that is included in the point cloud from the data of the point cloud when a difference between a distance to the first point and a distance to the second point is smaller than a first threshold, wherein
the processor keeps the data of the second point uneliminated when a sign of a first distance change amount representing a difference between the distance to the second point and the distance to the first point, and a sign of a second distance change amount representing a difference between the distance to the second point and a distance to a third point that is included in the point cloud and is next to the second point are different from each other.