Curvature-guided inter-patch 3D inpainting for dynamic mesh coding
An apparatus performs an encoding process including: obtaining a mesh representation of a 3D object; segmenting the mesh representation into 2D projections; reconstructing a 3D mesh from the segmented 2D projections by stitching reconstructed patches, the patches being submeshes of the reconstructed 3D mesh, the stitching performing border fusion based at least on curvature of the patches, to derive parameters for the stitching; and encoding the segmented 2D projections into a bitstream. The apparatus signals the parameters in or along with the bitstream and transmits. An apparatus performing decoding receives the bitstream and signaled parameters, reconstructs a 3D mesh from the segmented 2D projections, and stitches reconstructed submeshes created during the reconstruction together at least as patches, the stitching using the signaled parameters to fuse together pairs of vertices for borders of corresponding patches. The apparatus outputs a modified 3D mesh based at least on the stitching.
1 . A method, comprising:
receiving by an apparatus a bitstream and signaled parameters in or along with the bitstream, the bitstream comprising segmented two-dimensional projections of a mesh representation of a three-dimensional object;
performing by the apparatus a decoding process comprising:
reconstructing a three-dimensional mesh from the segmented two-dimensional projections;
stitching together reconstructed submeshes from the three-dimensional mesh, created during the reconstruction at least as patches, the stitching together using the signaled parameters to fuse together pairs of vertices for borders of corresponding patches based at least on curvature of the corresponding patches; and
outputting by the apparatus a modified three-dimensional mesh, as an output mesh, based at least on the stitching, the output mesh suitable for display as a representation of the three-dimensional object.
2 . The method according to claim 1 , wherein the stitching is performed for two patches considering cross curvature orthogonally of corresponding two borders of the two patches, as seen from the two patch borders to be fused.
3 . The method according to claim 1 , wherein the parameters comprise a flag indicating whether inter-patch blending parameters are present in the bitstream and the stitching uses at least the inter-patch blending parameters in response to the inter-patch blending parameters being present in the bitstream according to the flag.
4 . The method according to claim 1 , wherein the parameters comprise an indication indicating, on a per-patch basis, whether a corresponding patch should be blended to one or more neighboring patches using a single distance threshold value, and the stitching blends the corresponding patch with the one or more neighboring patches in response to a syntax element indicating for the corresponding patch that the corresponding patch should be blended with the one or more neighboring patches.
5 . An apparatus, comprising:
one or more processors; and
one or more memories storing instructions that, when executed by the one or more processors, cause the apparatus at least to perform
performing an encoding process comprising:
obtaining a mesh representation of a three-dimensional object;
segmenting mesh representation of the three-dimensional object into segmented two-dimensional projections;
reconstructing a three-dimensional mesh from the segmented two-dimensional projections at least by stitching together reconstructed patches, the patches being submeshes of the reconstructed three-dimensional mesh, the stitching performing border fusion of the patches based at least on curvature of the patches, to derive parameters for the stitching;
encoding the segmented two-dimensional projections into a bitstream;
signaling by the apparatus the parameters in or along with the bitstream; and
transmitting by the apparatus the bitstream and the parameters.
6 . The apparatus according to claim 5 , wherein the stitching is performed for two patches considering cross curvature orthogonally of corresponding two borders of the two patches, as seen from the two patch borders to be fused.
7 . The apparatus according to claim 6 , wherein considering cross curvature orthogonally of corresponding two borders of the two patches uses a normal direction's angular variation from a first of the two patches and a second of the two patches and the normal direction's angular variation from the second patch and the first patch.
8 . The apparatus according to claim 5 , wherein the parameters comprise a flag indicating whether inter-patch blending parameters are present in the bitstream.
9 . The apparatus according to claim 5 , wherein the parameters comprise an indication indicating, on a per-patch basis, whether a corresponding patch should be blended to one or more neighboring patches using a single distance threshold value.
10 . The apparatus according to claim 5 , wherein the parameters comprise a per-patch inter-patch distance threshold indicator, which is used to determine when vertices on a patch edge should be blended to vertices on an other patch edge.
11 . The apparatus according to claim 5 , wherein the parameters comprise an indicator indicating a number of other patches with which the edges in a patch should be blended.
12 . The apparatus according to claim 5 , wherein the parameters comprise one or more patch indices, indicating identifiers for connected patches, and one or more depth distance thresholds, indicating a distance threshold per identified patch, which is used to determine whether edges between patches should be blended.
13 . An apparatus, comprising:
one or more processors; and
one or more memories storing instructions that, when executed by the one or more processors, cause the apparatus at least to perform:
receiving by the apparatus a bitstream and signaled parameters in or along with the bitstream, the bitstream comprising segmented two-dimensional projections of a mesh representation of a three-dimensional object;
performing by the apparatus a decoding process comprising:
reconstructing a three-dimensional mesh from the segmented two-dimensional projections;
stitching together reconstructed submeshes from the three-dimensional mesh, created during the reconstruction at least as patches, the stitching together using the signaled parameters to fuse together pairs of vertices for borders of corresponding patches based at least on curvature of the corresponding patches; and
outputting by the apparatus a modified three-dimensional mesh, as an output mesh, based at least on the stitching, the output mesh suitable for display as a representation of the three-dimensional object.
14 . The apparatus according to claim 13 , wherein the stitching is performed for two patches considering cross curvature orthogonally of corresponding two borders of the two patches, as seen from the two patch borders to be fused.
15 . The apparatus according to claim 14 , wherein considering cross curvature orthogonally of corresponding two borders of the two patches uses a normal direction's angular variation from a first of the two patches and a second of the two patches and the normal direction's angular variation from the second patch and the first patch.
16 . The apparatus according to claim 13 , wherein the parameters comprise a flag indicating whether inter-patch blending parameters are present in the bitstream and the stitching uses at least the inter-patch blending parameters in response to the inter-patch blending parameters being present in the bitstream according to the flag.
17 . The apparatus according to claim 13 , wherein the parameters comprise an indication indicating, on a per-patch basis, whether a corresponding patch should be blended to one or more neighboring patches using a single distance threshold value, and the stitching blends the corresponding patch with the one or more neighboring patches in response to a syntax element indicating for the corresponding patch that the corresponding patch should be blended with the one or more neighboring patches.
18 . The apparatus according to claim 13 , wherein the parameters comprise a per-patch inter-patch distance threshold indicator, which is used during the stitching to determine when the vertices on a patch edge should be blended to vertices on an other patch edge.
19 . The apparatus according to claim 13 , wherein the parameters comprise an indicator indicating a number of other patches with which the edges in a patch should be blended, and the stitching blends the patch with the number of other patches in response to a syntax element indicating for the patch the number of other patches with which the edges in a patch should be blended.
20 . The apparatus according to claim 13 , wherein the parameters comprise one or more patch indices, indicating identifiers for connected patches, and one or more depth distance thresholds, indicating a distance threshold per identified patch, which is used to determine whether edges between patches should be blended, and wherein the stitching comprises using the identifiers for connected patches in the one or more patch indices and corresponding distance threshold per identified ones of the connected patches to stitch the connected patches.