Method and apparatus for repetitive structure discovery based 3D model compression
View Patent ↗A 3D model can be modeled using “pattern-instance” representation, wherein an instance component may be represented as transformation (for example, rotation, translation, and scaling) of a pattern. To improve compression efficiency, the quantization parameters for the rotation part and translation part for transformation of an instance can be determined based on the quantization parameter used for encoding a corresponding pattern. Specifically, the quantization parameter for the rotation part may depend on the size of the instance, and the quantization parameter for the translation part may depend on the scale of translation. That is, a larger instance may use a finer quantization parameter for the rotation part. The quantization parameters are so determined that quantization errors caused by compressing the patterns, the translation part of transformation, and the rotation part of transformation are at similar levels.
1. A method for generating or decoding a bitstream representing a 3D model, comprising the steps of:
accessing a first quantization parameter used for encoding a pattern of a repetitive structure associated with the 3D model;
determining a scale of an instance of the pattern and a scale of the pattern, the instance being represented as a transformation of the pattern;
determining a rotation scale of the instance;
determining a second quantization parameter based on the first quantization parameter, the scale of the instance, the rotation scale of the instance, and the scale of the pattern; and
performing encoding or decoding of said transformation for the instance based on the second quantization parameter.
2. The method of claim 1 , further comprising:
determining a translation scale of the instance; and
determining a third quantization parameter for the translation part of the transformation based onto the first quantization parameter, the scale of the pattern and the translation scale of the instance.
3. The method of claim 2 , wherein the third quantization parameter for the translation part is determined responsive to a ratio between the scale of the translation part and the scale of the pattern.
4. An apparatus for generating or decoding a bitstream representing a 3D model, comprising:
a processor configured to
access a first quantization parameter used for encoding a pattern of a repetitive structure associated with the 3D model;
determine a scale of an instance of the pattern and a scale of the pattern, the instance being represented as a transformation of the pattern;
determine a rotation scale of the instance;
determine a second quantization parameter based on the first quantization parameter, the scale of the instance, the rotation scale of the instance, and the scale of the pattern; and
perform encoding or decoding of said transformation for the instance based on the second quantization parameter.
5. The apparatus of claim 4 , wherein the processor is further configured to:
determine a translation scale of the instance; and
determining a third quantization parameter for the translation part of the transformation based onto the first quantization parameter, the scale of the pattern and the translation scale of the instance.
6. The apparatus of claim 5 , wherein the third quantization parameter for the translation part is determined responsive to a ratio between the scale of the translation part and the scale of the pattern.