Information processing apparatus, method of processing distance information, and recording medium recording distance information processing program
An information processing apparatus, includes: a memory; and a processor coupled to the memory and configured to: generate, based on three-dimensional point cloud data indicating three-dimensional coordinates of each point on a three-dimensional object, image data in which two-dimensional coordinates of each point and a depth of each point are associated with each other; specify, as a target point, a point of the three-dimensional point cloud data corresponding to an edge pixel included in an edge portion of the image data, and specifies, as a neighbor point, a point of the three-dimensional point cloud data corresponding to a neighbor pixel of the edge pixel; and eliminate the target point based on a number of the neighbor points at which a distance to the target point is less than a predetermined distance.
1. An information processing apparatus, comprising:
a memory; and
a processor coupled to the memory and configured to:
generate, based on three-dimensional point cloud data indicating three-dimensional coordinates of each point on a three-dimensional object, image data in which two-dimensional coordinates of each point and a depth of each point are associated with each other;
specify, as a target point, a point of the three-dimensional point cloud data corresponding to an edge pixel included in an edge portion of the image data, and specify, as a neighbor point, a point of the three-dimensional point cloud data corresponding to a neighbor pixel of the edge pixel;
count the neighbor point at which a distance to the target point is less than a predetermined distance; and
eliminate the target point when a number of the counted neighbor points as a point density is less than a predetermined number.
2. The information processing apparatus according to claim 1 , wherein the processor is configured to obtain the three-dimensional point cloud data from a distance sensor, wherein the distance sensor generates the three-dimensional point cloud data by executing a raster scan on the three-dimensional object and obtaining the three-dimensional coordinates of each point on the three-dimensional object in a predetermined order.
3. The information processing apparatus according to claim 2 , wherein the processor is configured to: calculate a distance per pixel of the image data based on a focal length of the distance sensor; and specify, from a relationship between the distance per pixel and the predetermined distance, a range of pixels on the edge pixel corresponding to the neighbor point.
4. A method comprising:
generating, by a computer, based on three-dimensional point cloud data indicating three-dimensional coordinates of each point on a three-dimensional object, image data in which two-dimensional coordinates of each point and a depth of each point are associated with each other;
specifying, as a target point, a point of the three-dimensional point cloud data corresponding to an edge pixel included in an edge portion of the image data;
specifying, as a neighbor point, a point of the three-dimensional point cloud data corresponding to a neighbor pixel of the edge pixel;
counting the neighbor point at which a distance to the target point is less than a predetermined distance; and
eliminating the target point when a number of the counted neighbor points as a point density is less than a predetermined number.
5. The method according to claim 4 , further comprising: obtaining the three-dimensional point cloud data from a distance sensor, wherein the distance sensor generates the three-dimensional point cloud data by executing a raster scan on the three-dimensional object and obtaining the three-dimensional coordinates of each point on the three-dimensional object in a predetermined order.
6. The method according to claim 5 , wherein the specifying calculates a distance per pixel of the image data based on a focal length of the distance sensor, and specifies, from a relationship between the distance per pixel and the predetermined distance, a range of pixels on the edge pixel corresponding to the neighbor point.
7. A non-transitory computer-readable recording medium recording a distance information processing program causing a computer to perform:
generating, bases on three-dimensional point cloud data indicating three-dimensional coordinates of each point on a three-dimensional object, image data in which two-dimensional coordinates of each point and a depth of each point are associated with each other;
specifying, as a target point, a point of the three-dimensional point cloud data corresponding to an edge pixel included in an edge portion of the image data;
specifying, as a neighbor point, a point of the three-dimensional point cloud data corresponding to a neighbor pixel of the edge pixel;
counting the neighbor point at which a distance to the target point is less than a predetermined distance; and
eliminating the target point a number of the counted neighbor points as a point density is less than a predetermined number.
8. The non-transitory computer-readable recording medium according to claim 7 , further comprising: obtaining the three-dimensional point cloud data from a distance sensor, wherein the distance sensor generates the three-dimensional point cloud data by executing a raster scan on the three-dimensional object and obtaining the three-dimensional coordinates of each point on the three-dimensional object in a predetermined order.
9. The non-transitory computer-readable recording medium according to claim 8 , wherein the specifying calculates a distance per pixel of the image data on based on a focal length of the distance sensor, and specifies, from a relationship between the distance per pixel and the predetermined distance, a range of pixels on the edge pixel corresponding to the neighbor point.