Compressing image data
View Patent ↗Methods, systems, and computer programs for encoding and decoding image are described. In some aspects, an input data block and a prediction data block are accessed. A projection factor is generated based on a projection of the input data block onto the prediction data block. A scaled prediction data block is generated by multiplying the projection factor by the prediction data block. A residual data block is generated based on a difference between the input data block and the scaled prediction data block. In some aspects, a prediction data block, a residual data block, and a projection factor associated with the residual data block are accessed. A scaled prediction data block is generated by multiplying the projection factor by the prediction data block. An output data block is generated by summing the residual data block and the scaled prediction data block.
1. A non-transitory computer-readable storage medium storing instructions for decoding image data, the instructions operable when executed by data processing apparatus to perform operations comprising:
accessing a prediction data block including prediction data block values;
accessing a residual data block including residual data block values;
accessing a quantized projection factor associated with the residual data block;
de-quantizing the quantized projection factor;
generating summation data block values by summing the prediction data block values and corresponding residual data block values; and
generating output data block values by multiplying the de-quantized projection factor by the summation data block values.
2. The computer-readable storage medium of claim 1 , wherein accessing the residual data block comprises accessing data representing a first plurality of pixels in a transform domain, and accessing the prediction data block comprises accessing data representing a second plurality of pixels in the transform domain.
3. The computer-readable storage medium of claim 2 , wherein the residual data block comprises a first data block ê, the prediction data block comprises a second data block Y, a third data block X includes the output data block values, the de-quantized projection factor comprises a scalar quantity ρ, generating the summation data block values comprises calculating ê+Y, and generating the output data block values comprises calculating X=ρ(ê+Y).
4. The computer-readable storage medium of claim 3 , wherein the first data block ê, the second data block Y, and the third data block X each comprise image data in a transform domain.
5. The computer-readable storage medium of claim 3 , wherein the first data block ê, the second data block Y, and the third data block X each comprise image data in a spatial domain.
6. The computer-readable storage medium of claim 1 , the operations further comprising:
receiving entropy-coded data over a data network; and
generating entropy-decoded data based on the entropy-coded data, wherein the residual data block and the de-quantized projection factor are based on the entropy-decoded data.
7. The computer-readable storage medium of claim 6 , the operations further comprising de-quantizing the entropy-decoded data, wherein the residual data block and the de-quantized projection factor are each based on the de-quantized entropy-decoded data.
8. The computer-readable storage medium of claim 1 , the operations further comprising generating an output image based on the output data block values.
9. A method for decoding image data, the method comprising:
accessing a prediction data block including prediction data block values;
accessing a residual data block including residual data block values;
accessing a quantized projection factor associated with the residual data block;
de-quantizing the quantized projection factor;
generating, by one or more computers, summation data block values by summing the prediction data block values and corresponding residual data block values; and
generating, by one or more computers, output data block values by multiplying the de-quantized projection factor by the summation data block values.
10. The method of claim 9 , wherein the residual data block comprises a first data block ê, the prediction data block comprises a second data block Y, a third data block X includes the output data block values, the de-quantized projection factor comprises a scalar quantity ρ, generating the summation data block values comprises calculating ê+Y, and generating the output data block values comprises calculating X=ρ(ê+Y).
11. The method of claim 10 , wherein the first data block êthe second data block Y, and the third data block X each comprise image data in a transform domain.
12. The method of claim 10 , wherein the first data block ê, the second data block Y, and the third data block X each comprise image data in a spatial domain.
13. The method of claim 9 , further comprising:
receiving entropy-coded data over a data network;
generating entropy-decoded data based on the entropy-coded data, wherein the residual data block and the de-quantized projection factor are each based on the entropy-decoded data; and
de-quantizing the entropy-decoded data, wherein the residual data block and the de-quantized projection factor are each based on the de-quantized entropy-decoded data.
14. The method of claim 9 , further comprising generating an output image based on the output data block values.
15. The method of claim 9 , further comprising determining a precision associated with the quantized projection factor based on the prediction data block.
16. The method of claim 9 , wherein the quantized projection factor includes:
a DC (direct current) projection factor for DC components of the prediction data block; and
an AC (alternating current) projection factor for AC components of the prediction data block.
17. A system for decoding image data, the system comprising:
a memory operable to store a prediction data block including prediction data block values, a residual data block including residual data block values, and a quantized projection factor associated with the residual data block; and
data processing apparatus operable to perform operations comprising:
de-quantizing the quantized projection factor;
generating summation data block values by summing the prediction data block values and corresponding residual data block values; and
generating output data block values by multiplying the de-quantized projection factor by the summation data block values.
18. The system of claim 17 , wherein the residual data block comprises a first data block ê,the prediction data block comprises a second data block Y, a third data block X includes the output data block values, the de-quantized projection factor comprises a scalar quantity ρ, generating the summation data block values comprises calculating ê|Y, and generating the output data block values comprises calculating X=ρ(ê+Y).
19. The system of claim 18 , further comprising a communication interface operable to receive entropy-coded data over a data network, the operations further comprising:
generating entropy-decoded data based on the entropy-coded data, wherein the residual data block and the de-quantized projection factor are each based on the entropy-decoded data; and
de-quantizing the entropy-decoded data, wherein the residual data block and the de-quantized projection factor are each based on the de-quantized entropy-decoded data.
20. The system of claim 18 , the operations further comprising generating an output image based on the output data block values.