Using captured high and low resolution images

1. A method for producing an improved high resolution image, the method comprising:

capturing low resolution images and a high resolution image;

combining the low resolution images to provide an aggregate low resolution image;

reducing the resolution of the high resolution image to provide an image representative of a low resolution image at a low resolution setting of the image capture device;

interpolating the representative low resolution image to provide an interpolated high resolution image;

calculating a residual image from the high resolution image and the interpolated high resolution image; and

mapping matching pixels from the aggregate low resolution image and the representative low resolution image.

2. The method of claim 1 , further comprising forming a final low resolution image for matching pixels.

3. The method of claim 2 , wherein the final low resolution image for matching pixel includes a weighted average of the aggregate low resolution image and the representative low resolution image pixel data.

4. The method of claim 3 , wherein the weighted average is calculated as a function of a noise standard deviation of the aggregate low resolution image and the representative low resolution image.

5. The method of claim 2 , further comprising forming a final low resolution image for non-matching pixels.

6. The method of claim 5 , wherein the final low resolution image for non-matching pixels includes a value of the representative low resolution image.

7. The method of claim 1 , further comprising estimating motion between the aggregate low resolution image and the representative low resolution image.

8. A system comprising:

an image capture device configured to capture a low resolution image of a scene and a high resolution image of the scene;

a response filter coupled to the image capture device, wherein the response filter is configured to combine the low resolution image with other low resolution images to provide an aggregate low resolution image; and

a processor configured to reduce the resolution of the high resolution image to provide an image representative of a low resolution image at a low resolution setting of the image capture device; interpolate the representative low resolution image to provide an interpolated high resolution image; calculate a residual image from the high resolution image and the interpolated high resolution image; and map matching pixels from the aggregate low resolution image and the representative low resolution image.

9. The system of claim 8 , wherein the processor is further configured to form a final low resolution image for matching pixels.

10. The system of claim 9 , wherein the final low resolution image for matching pixel includes a weighted average of the aggregate low resolution image and the representative low resolution image pixel data.

11. The system of claim 10 , wherein the weighted average is calculated as a function of a noise standard deviation of the aggregate low resolution image and the representative low resolution image.

12. The system of claim 9 , wherein the processor is further configured to form a final low resolution image for non-matching pixels.

13. The system of claim 12 , wherein the final low resolution image for non-matching pixels includes a value of the representative low resolution image.

14. The system of claim 8 , wherein the processor is further configured to estimate motion between the aggregate low resolution image and the representative low resolution image.

15. A non-transitory computer-readable medium having instructions stored thereon for providing an improved high resolution image using low resolution images and at least one high resolution image of a scene captured by an image capture device, the instructions comprising:

instructions for capturing low resolution images of a scene and a high resolution image of the scene;

instructions for combining the low resolution images to provide an aggregate low resolution image;

instructions for reducing the resolution of the high resolution image to provide an image representative of a low resolution image at a low resolution setting of the image capture device;

instructions for interpolating the representative low resolution image to provide an interpolated high resolution image;

instructions for calculating a residual image from the high resolution image and the interpolated high resolution image;

instructions for estimating motion between the aggregate low resolution image and the representative low resolution image; and

instructions for mapping matching pixels from the aggregate low resolution image and the representative low resolution image.

16. The non-transitory computer-readable medium of claim 15 , further comprising instructions for forming a final low resolution image for matching pixels.

17. The non-transitory computer-readable medium of claim 16 , wherein the final low resolution image for matching pixels include a weighted average of the aggregate low resolution image and the representative low resolution image pixel data.

18. The non-transitory computer-readable medium of claim 17 , wherein the weighted average is calculated as a function of a noise standard deviation of the aggregate low resolution image and the representative low resolution image.

19. The non-transitory computer-readable medium of claim 16 , further comprising instructions for forming a final low resolution image for non-matching pixels.

20. The non-transitory computer-readable medium of claim 18 , wherein the final low resolution image for non-matching pixels includes a value of the representative low resolution image.