Power saving display having improved image quality
The present disclosure is directed to systems and methods of optimizing display image quality on display devices having a plurality of display power modes. An example apparatus includes processor circuitry to execute instructions to: determine a baseline allowable percentage of distorted pixels for a power mode of a display; determine a baseline first relationship between an original pixel value and a boosted pixel value for the power mode; determine a baseline second relationship based on the baseline allowable percentage and the baseline first relationship; select a plurality of test distorted pixel percentages; determine, for respective selected test distorted pixel percentages, a corresponding test relationship between an original pixel color value distribution and a boosted pixel color value distribution based on the baseline second relationship; determine, for respective test relationships, a respective test peak signal to noise ratio (PSNR); determine, for the respective test PSNRs, respective values indicative of the change in image quality for the test distorted pixel percentages; and select, as the operating distorted original pixel percentage value, one of the test distorted pixel percentages based on the values.
1. An apparatus comprising:
memory; and
processor circuitry to execute instructions to:
determine a baseline allowable percentage of distorted pixels for a power mode of a display;
determine a baseline first relationship between an original pixel value and a boosted pixel value for the power mode;
determine a baseline second relationship based on the baseline allowable percentage and the baseline first relationship;
select a plurality of test distorted pixel percentages;
determine, for respective selected test distorted pixel percentages, a corresponding test relationship between an original pixel color value distribution and a boosted pixel color value distribution based on the baseline second relationship;
determine, for respective test relationships, a respective test peak signal to noise ratio (PSNR);
determine, for the respective test PSNRs, respective values indicative of the change in image quality for the test distorted pixel percentages;
select, as the operating distorted original pixel percentage value, one of the test distorted pixel percentages based on the values.
2. The apparatus of claim 1 , the circuitry to cause a display device to operate at the selected operating distorted original pixel value percentage.
3. The apparatus of claim 1 , the circuitry to determine the values based on a mean squared error (MSE) between respective ones of the test PSNRs.
4. The apparatus of claim 1 , the circuitry to determine the values based on a histogram of an image on the display.
5. The apparatus of claim 1 , wherein the test relationship includes a linear relationship in which at least one original pixel value and at least one boosted pixel value are shared between the test relationship and the baseline first relationship.
6. The apparatus of claim 5 , wherein the shared at least one original pixel value includes a pixel value selected using the allowable percentage of distorted pixels.
7. The apparatus of claim 1 , wherein the baseline allowable percentage of distorted pixels is based on a color of an image on the display.
8. The apparatus of claim 1 , wherein a range of the plurality of test distorted pixel percentages extends at least one of below or above the baseline allowable percentage of distorted pixels.
9. A non-transitory storage device comprising instructions that, when executed, cause one or more processors to at least:
determine a baseline allowable percentage of distorted pixels for a power mode of a display;
determine a baseline first relationship between an original pixel value and a boosted pixel value for the power mode;
determine a baseline second relationship based on the baseline allowable percentage and the baseline first relationship;
select a plurality of test distorted pixel percentages;
determine, for respective selected test distorted pixel percentages, a corresponding test relationship between an original pixel color value distribution and a boosted pixel color value distribution based on the baseline second relationship;
determine, for respective test relationships, a respective test peak signal to noise ratio (PSNR);
determine, for the respective test PSNRs, respective values indicative of the change in image quality for the test distorted pixel percentages;
select, as the operating distorted original pixel percentage value, one of the test distorted pixel percentages based on the values.
10. The storage device of claim 9 , wherein the instructions cause the one or more processors to cause a display device to operate at the selected operating distorted original pixel value percentage.
11. The storage device of claim 9 , wherein the instructions cause the one or more processors to determine the values based on a mean squared error (MSE) between respective ones of the test PSNRs.
12. The storage device of claim 9 , wherein the instructions cause the one or more processors to determine the values based on a histogram of an image on the display.
13. The storage device of claim 9 , wherein the test relationship includes a linear relationship in which at least one original pixel value and at least one boosted pixel value are shared between the test relationship and the baseline first relationship.
14. The storage device of claim 13 , wherein the shared at least one original pixel value includes a pixel value selected using the allowable percentage of distorted pixels.
15. The storage device of claim 9 , wherein the baseline allowable percentage of distorted pixels is based on a color of an image on the display.
16. The storage device of claim 9 , wherein a range of the plurality of test distorted pixel percentages extends at least one of below or above the baseline allowable percentage of distorted pixels.
17. A method to save power in a display device, the method comprising:
determining a baseline allowable percentage of distorted pixels for a power mode of a display;
determining a baseline first relationship between an original pixel value and a boosted pixel value for the power mode;
determining, by executing instructions with a processor, a baseline second relationship based on the baseline allowable percentage and the baseline first relationship;
selecting a plurality of test distorted pixel percentages;
determining, by executing instructions with the processor and for respective selected test distorted pixel percentages, a corresponding test relationship between an original pixel color value distribution and a boosted pixel color value distribution based on the baseline second relationship;
determining, by executing instructions with the processor and for respective test relationships, a respective test peak signal to noise ratio (PSNR);
determining, by executing instructions with the processor and for the respective test PSNRs, respective values indicative of the change in image quality for the test distorted pixel percentages;
selecting, as the operating distorted original pixel percentage value, one of the test distorted pixel percentages based on the values.
18. The method of claim 17 further including causing a display device to operate at the selected operating distorted original pixel value percentage.
19. The method of claim 17 , wherein the test relationship includes a linear relationship in which at least one original pixel value and at least one boosted pixel value are shared between the test relationship and the baseline first relationship, and the shared at least one original pixel value including a pixel value selected using the allowable percentage of distorted pixels.
20. The method of claim 17 , wherein a range of the plurality of test distorted pixel percentages extends at least one of below or above the baseline allowable percentage of distorted pixels.