DECODING METHOD, DECODING APPARATUS, DECODING PROGRAM AND DATA STRUCTURE OF ENCODED POINT CLOUD DATA
A reference specifying unit specifies reference values corresponding to a plurality of points of point cloud data. A residual decoding unit decodes attribute residuals of the plurality of points from encoded residual data obtained by encoding the attribute residuals, the attribute residuals of the plurality of points being residuals of attribute values of the plurality of points with respect to the reference values. An attribute value calculation unit calculates, for each of the plurality of points, an attribute value of the point from an attribute residual and a reference value.
1 . A decoding method for decoding point cloud data, the decoding method comprising:
a step of specifying reference values corresponding to a plurality of points;
a step of decoding attribute residuals of the plurality of points from encoded residual data obtained by encoding the attribute residuals, the attribute residuals of the plurality of points being residuals of attribute values of the plurality of points with respect to the reference values; and
a step of calculating, for each of the plurality of points, an attribute value of the point from an attribute residual of the point and a reference value corresponding to the point.
2 . The decoding method according to claim 1 , wherein
the plurality of points include points belonging to different groups, and
in the step of specifying the reference values, a reference value corresponding to a group to which each of the plurality of points belongs is specified.
3 . The decoding method according to claim 2 , wherein
the groups are frames.
4 . The decoding method according to claim 2 , comprising
a step of decoding the group to which each of the plurality of points belongs from encoded attribute data obtained by encoding a value indicating the group to which each of the plurality of points belongs, wherein
in the step of specifying the reference values, a reference value corresponding to the decoded group to which each of the plurality of points belongs is specified.
5 . A decoding method comprising:
a step of decoding a frame index and an attribute residual of each of a plurality of points included in merged point cloud data obtained by merging point clouds belonging to different frames from encoded index data obtained by encoding frame indexes indicating the frames to which the points belong and encoded residual data obtained by encoding attribute residuals that are residuals of attribute values with respect to reference values;
a step of acquiring reference data indicating a correspondence relationship between the frame indexes and the reference values;
a step of specifying, for each of the plurality of points, a reference value corresponding to the decoded frame index from the reference data; and
a step of calculating, for each of the plurality of points, an attribute value from the decoded attribute residual and the specified reference value.
6 . A decoding device for decoding point cloud data, the decoding device comprising one or more processors configured to perform as:
a reference specifying unit configured to specify reference values corresponding to a plurality of points;
a residual decoding unit configured to decode attribute residuals of the plurality of points from encoded residual data obtained by encoding the attribute residuals, the attribute residuals of the plurality of points being residuals of attribute values of the plurality of points with respect to the reference values; and
an attribute value calculation unit configured to calculate, for each of the plurality of points, an attribute value of the point from an attribute residual of the point and a reference value corresponding to the point.
7 . A non-transitory computer readable medium storing a decoding program for causing a computer to execute:
a step of specifying reference values corresponding to a plurality of points from reference data indicating a correspondence relationship between the plurality of points and the reference values;
a step of decoding attribute residuals of the plurality of points from encoded residual data obtained by encoding the attribute residuals, the attribute residuals of the plurality of points being residuals of attribute values of the plurality of points with respect to the reference values; and
a step of calculating, for each of the plurality of points, an attribute value of the point from an attribute residual of the point and a reference value corresponding to the point.
8 . A non-transitory computer readable medium storing encoded point cloud data, the encoded point cloud data comprising:
encoded residual data obtained by encoding attribute residuals that are residuals of attribute values of a plurality of points with respect to reference values, the encoded residual data being used by a computer for processing of decoding the attribute residuals; and
reference data indicating a correspondence relationship between the plurality of points and the reference values, the reference data being used by the computer for processing of calculating, for each of the plurality of points, an attribute value from an attribute residual and a reference value.