Using captured high and low resolution images
View Patent ↗A method for producing an improved high resolution image is disclosed including 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 that could have been captured by 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; combining the representative low resolution image and the aggregate low resolution image to provide a final low resolution image; and using the final low resolution image and the residual image to provide the improved high resolution image.
1. A method for using low resolution images and at least one high resolution image of a scene captured by an image capture device to provide an improved high resolution image, comprising:
capturing, using the image capture device, a plurality of low resolution images of the scene and at least one high resolution image of the scene having a resolution greater than that of the low resolution images;
combining, using an infinite impulse response filter, the low resolution images to provide an aggregate low resolution image; and
combining the high resolution image with the aggregate low resolution image to provide the improved high resolution image by:
reducing the resolution of the high resolution image to provide an image representative of a low resolution image that could have been captured by 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;
combining the representative low resolution image and the aggregate low resolution image to provide a final low resolution image; and
providing the improved high resolution image using the final low resolution image and the residual image.
2. The method of claim 1 , wherein combining the low resolution images to provide an aggregate low resolution image further comprises correcting for motion present between at least some of the low resolution images.
3. The method of claim 1 , wherein the resolution of the high resolution image is reduced using substantially the same binning and decimation procedure used in the capture of the low resolution images.
4. The method of claim 1 , wherein combining the representative low resolution image and the aggregate low resolution image to provide a final low resolution image further comprises correcting for motion present between the aggregate low resolution image and the representative low resolution image.
5. The method of claim 1 , wherein combining the representative low resolution image and the aggregate low resolution image to provide a final low resolution image further comprises forming a map identifying matching pixels for which the aggregate low resolution image and representative low resolution image have matching scene data.
6. The method of claim 5 , wherein the final low resolution image is formed for matching pixels by computing a weighted average of corresponding aggregate low resolution image and representative low resolution image pixel data, and the final low resolution image is formed for non-matching pixels by using only the representative low resolution image pixel data.
7. The method of claim 6 , further including applying a spatial low pass filter to non-matching pixels of the final low resolution image.
8. The method of claim 1 , wherein providing the improved high resolution image further comprises interpolating the final low resolution image and adding the residual image to the interpolated final low resolution.
9. The method of claim 1 , wherein the low resolution images and high resolution image are full color images.
10. The method of claim 1 , wherein the low resolution images and high resolution image are color filter array images and the improved high resolution image is a color filter array image.
11. The method of claim 1 , wherein the low resolution images and high resolution image have color pixels and panchromatic pixels.
12. 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, using the image capture device, a plurality of low resolution images of the scene and at least one high resolution image of the scene having a resolution greater than that of the low resolution images;
instructions for combining, using an infinite impulse response filter, the low resolution images to provide an aggregate low resolution image; and
instructions for combining the high resolution image with the aggregate low resolution image to provide the improved high resolution image by:
reducing the resolution of the high resolution image to provide an image representative of a low resolution image that could have been captured by 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;
combining the representative low resolution image and the aggregate low resolution image to provide a final low resolution image; and
providing the improved high resolution image using the final low resolution image and the residual image.
13. The non-transitory computer-readable medium of claim 12 , wherein combining the low resolution images to provide an aggregate low resolution image further comprises correcting for motion present between at least some of the low resolution images.
14. The non-transitory computer-readable medium of claim 12 , wherein the resolution of the high resolution image is reduced using substantially the same binning and decimation procedure used in the capture of the low resolution.
15. The non-transitory computer-readable medium of claim 12 , wherein combining the representative low resolution image and the aggregate low resolution image to provide a final low resolution image further comprises correcting for motion present between the aggregate low resolution image and the representative low resolution image.
16. The non-transitory computer-readable medium of claim 12 , wherein combining the representative low resolution image and the aggregate low resolution image to provide a final low resolution image further comprises forming a map identifying matching pixels for which the aggregate low resolution image and representative low resolution image have matching scene data.
17. The non-transitory computer-readable medium of claim 16 , wherein the final low resolution image is formed for matching pixels by computing a weighted average of corresponding aggregate low resolution image and representative low resolution image pixel data, and the final low resolution image is formed for non-matching pixels by using only the representative low resolution image pixel data.
18. The non-transitory computer-readable medium of claim 17 , further comprising instructions for applying a spatial low pass filter to non-matching pixels of the final low resolution image.
19. A system 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, comprising:
a processing system configured to:
capture, using the image capture device, a plurality of low resolution images of the scene and at least one high resolution image of the scene having a resolution greater than that of the low resolution images;
combine, using an infinite impulse response filter, the low resolution images to provide an aggregate low resolution image; and
combine the high resolution image with the aggregate low resolution image to provide the improved high resolution image by:
reducing the resolution of the high resolution image to provide an image representative of a low resolution image that could have been captured by 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;
combining the representative low resolution image and the aggregate low resolution image to provide a final low resolution image; and
providing the improved high resolution image using the final low resolution image and the residual image.
20. The system of claim 19 , wherein combining the low resolution images to provide an aggregate low resolution image further comprises correcting for motion present between at least some of the low resolution images.