Three-dimensional data encoding method, three-dimensional data decoding method, three-dimensional data encoding device, and three-dimensional data decoding device
A three-dimensional data encoding method includes: generating a first predicted value for an item of position information of a first three-dimensional point included in point cloud data, using an item of position information of a reference three-dimensional point included in the point cloud data and angle information; calculating a first difference value between the item of position information of the first three-dimensional point and the first predicted value; and generating a bitstream including the first difference value and the angle information.
1. A three-dimensional data encoding method comprising:
generating a first predicted value for an item of position information of a first three-dimensional point included in a frame of point cloud data, using an item of position information of a reference three-dimensional point and angle information, the reference three-dimensional point being different from the first three-dimensional point, and the reference three-dimensional point being included in the frame of the point cloud data;
calculating a first difference value between the item of position information of the first three-dimensional point and the first predicted value; and
generating a bitstream including the first difference value and the angle information that is used for generating predicted values including the first predicted value, the predicted values being for items of position information of three-dimensional points included in the frame of the point cloud data.
2. The three-dimensional data encoding method according to claim 1 ,
wherein the item of position information of the first three-dimensional point is represented in xyz coordinates, and the angle information includes an angle in an x-y plane.
3. The three-dimensional data encoding method according to claim 1 ,
wherein the angle information includes a scan angle of a sensor that obtains the point cloud data, and
the sensor is a radar that performs rotational scanning on a scan angle basis.
4. The three-dimensional data encoding method according to claim 1 ,
wherein the angle information includes a scan angle of a sensor that obtains the point cloud data, and
in the generating of the first predicted value, the first predicted value is generated by rotating, by the scan angle, the item of position information of the reference three-dimensional point on a reference point corresponding to a position of the sensor, the reference three-dimensional point immediately preceding the first three-dimensional point in scan order.
5. The three-dimensional data encoding method according to claim 1 ,
wherein the item of position information of the first three-dimensional point is represented in polar coordinates.
6. The three-dimensional data encoding method according to claim 1 ,
wherein the angle information includes information with respect to an angle between the first three-dimensional point and the reference three-dimensional point.
7. The three-dimensional data encoding method according to claim 1 ,
wherein the angle information includes information with respect to an angle between each of three-dimensional points included in the frame of the point cloud data.
8. A three-dimensional data decoding method comprising:
obtaining, from a bitstream, a first difference value between a first predicted value and an item of position information of a first three-dimensional point included in a frame of point cloud data, and angle information used for generating predicted values including the first predicted value, the predicted values being for items of position information of three-dimensional points included in the frame of the point cloud data;
generating the first predicted value using the angle information and an item of position information of a reference three-dimensional point included in the frame of the point cloud data, the reference three-dimensional point being different from the first three-dimensional point; and
calculating the item of position information of the first three-dimensional point by adding the first predicted value and the first difference value.
9. The three-dimensional data decoding method according to claim 8 ,
wherein the item of position information of the first three-dimensional point is represented in xyz coordinates, and the angle information includes an angle in an x-y plane.
10. The three-dimensional data decoding method according to claim 8 ,
wherein the angle information includes a scan angle of a sensor that obtains the point cloud data, and
the sensor is a radar that performs rotational scanning on a scan angle basis.
11. The three-dimensional data decoding method according to claim 8 ,
wherein the angle information includes a scan angle of a sensor that obtains the point cloud data, and
in the generating of the first predicted value, the first predicted value is generated by rotating, by the scan angle, the item of position information of the reference three-dimensional point on a reference point corresponding to a position of the sensor, the reference three-dimensional point immediately preceding the first three-dimensional point in scan order.
12. The three-dimensional data decoding method according to claim 8 ,
wherein the item of position information of the first three-dimensional point is represented in polar coordinates.
13. The three-dimensional data decoding method according to claim 8 ,
wherein the angle information includes information with respect to an angle between the first three-dimensional point and the reference three-dimensional point.
14. The three-dimensional data decoding method according to claim 8 ,
wherein the angle information includes information with respect to an angle between each of three-dimensional points included in the frame of the point cloud data.
15. A three-dimensional data encoding device comprising:
a processor;
memory,
wherein using the memory, the processor:
generates a first predicted value for an item of position information of a first three-dimensional point included in a frame of point cloud data, using an item of position information of a reference three-dimensional point and angle information, the reference three-dimensional point being different from the first three-dimensional point, and the reference three-dimensional point being included in the frame of the point cloud data;
calculates a first difference value between the item of position information of the first three-dimensional point and the first predicted value; and
generates a bitstream including the first difference value and the angle information that is used for generating predicted values including the first predicted value, the predicted values being for items of position information of three-dimensional points included in the frame of the point cloud data.
16. A three-dimensional data decoding device comprising:
a processor;
memory,
wherein using the memory, the processor:
obtains, from a bitstream, a first difference value between a first predicted value and an item of position information of a first three-dimensional point included in a frame of point cloud data, and angle information used for generating predicted values including the first predicted value, the predicted values being for items of position information of three-dimensional points included in the frame of the point cloud data;
generates the first predicted value using the angle information and an item of position information of a reference three-dimensional point included in the frame of the point cloud data, the reference three-dimensional point being different from the first three-dimensional point; and
calculates the item of position information of the first three-dimensional point by adding the first predicted value and the first difference value.
17. The three-dimensional data encoding method according to claim 1 ,
wherein the point cloud data includes a plurality of frames each having a different time.
18. The three-dimensional data decoding method according to claim 8 ,
wherein the point cloud data includes a plurality of frames each having a different time.