Depth discontinuity-based method for efficient intra coding for depth videos
A method for encoding depth map image involves dividing the image into blocks. These blocks are then classified into smooth blocks without large depth discontinuities and discontinuous blocks with large depth discontinuities. In the discontinuous blocks, depth discontinuities are represented by line segments and partitions. Interpolation-based intra prediction is used to approximate and compress the depth values in the smooth blocks and partitions. Further compression can be achieved with of depth-aware quantization, adaptive de-blocking filtering, scale adaptive block size, and resolution decimation schemes.
1. A method for encoding depth map image, comprising the steps of:
dividing the depth map image into blocks;
classifying the blocks into smooth blocks without large depth discontinuities and discontinuous blocks with large depth discontinuities;
representing, in the discontinuous blocks, the depth discontinuities by line segments and partitions; and
using interpolation-based intra prediction to approximate and compress depth values in the smooth blocks and the partitions further comprising the steps of tracing depth discontinuities in the discontinuous blocks; and classifying the discontinuous blocks into incomplete discontinuities where the depth discontinuities disappear inside the discontinuous blocks.
2. The method of claim 1 wherein the partitions are determined based on the function coefficients of a bilinear function.
3. The method of claim 1 further comprising the step of applying one or more of depth-aware quantization, adaptive de-blocking filtering, a scale adaptive block size, and a resolution decimation scheme for adapting to different input image resolution and bit rates.
4. A method for a decoding depth map image that has been encoded according to claim 2 , comprising the step of using a multiplier-less realization of the bilinear function to reconstruct the smooth blocks and partitions.
5. The method of claim 1 , wherein the blocks are in different sizes.
6. The method of claim 2 , wherein the depth values in the partitions are determined based on the functional coefficients.
7. The method of claim 1 further comprising a step of extending the depth discontinuities to boundaries or to cross other depth discontinuities of the discontinuous blocks.
8. The method of claim 7 , wherein the depth discontinuities are extended to cross other depth discontinuities.
9. The method of claim 8 further comprising a step of approximating the line segments to binary line segments of the extended depth discontinuities inside the discontinuous blocks.