System for enhancing depth of field with digital image processing
An electronic device may have a digital image sensor for capturing an image and may have storage and processing circuitry for processing the image to produce a corresponding enhanced depth-of-field image. Multiple image areas, within a given image may be processed. As each image area is processed, a signal-to-noise ratio may be computed. A kernel parameter characteristic curve may be used to select values to be used for kernel parameters for each image area based on the computed signal-to-noise ratio for that image area. Kernels may be generated for each image area and the generated kernels may be convolved with their respective image areas to modify the image areas. This allows each image area to be selectively sharpened or smoothed based on its signal-to-noise ratio. Image areas with low and high signal-to-noise ratios may be sharpened less those with moderate signal-to-noise ratios to enhance depth of field in the image.
1. An electronic device comprising:
an image sensor that captures an image that includes n image areas, wherein n is at least one;
storage and processing circuitry that manipulates depth of field in the image by processing the image, wherein the storage and processing circuitry is configured to manipulate the depth of field of the image by:
calculating an inferred defocus metric for each of the n image areas;
for x of the n image areas, sharpening each of the x image areas by an amount the depends on the calculated inferred defocus metric for that image area, wherein the storage and processing circuitry is configured to determine how much sharpening to apply to each of the x image areas using a stored sharpness strength characteristic that relates sharpening strength to image area signal-to-noise ratio values and that has both positive and negative slopes; and
for y of the n image areas, smoothing each of the y image areas by an amount the depends on the calculated inferred defocus metric for that image area, wherein the storage and processing circuitry is configured to determine how much smoothing to apply to each of the y image areas using the stored sharpness strength characteristic, wherein the sum of x and y is n, wherein x is no less than zero and no greater than n, and wherein y is no less than zero and no greater than n.
2. An electronic device comprising:
an image sensor that captures an image that includes multiple image areas;
storage and processing circuitry that manipulates depth of field in the image by processing the image, wherein the storage and processing circuitry is configured to manipulate the depth of field of the image by:
calculating an inferred defocus metric for each image area; and
sharpening at least some of the image areas by an amount that depends on the calculated inferred defocus metric for each image area, wherein the image areas comprise a first image area that has a first signal-to-noise ratio, a second image area that has a second signal-to-noise ratio, and a third area that has a third signal-to-noise ratio, wherein the first signal-to-noise ratio is less than the second signal-to-noise ratio, wherein the second signal-to-noise ratio is less than the third signal-to-noise ratio, and wherein the storage and processing circuitry is configured to sharpen the second image area more than the first and third image areas.
3. A method for using storage and processing circuitry to process an image captured by an image sensor in an electronic device, wherein the image has multiple image areas, the method comprising:
calculating a respective inferred defocus metric value for each image area using the storage and processing circuitry;
with the storage and processing circuitry, enhancing depth of field of the image by sharpening each image area by an amount that depends on the inferred defocus metric for that image area; and
determining how much sharpening to apply to each image area using a sharpness strength characteristic that relates sharpening strength to signal-to-noise ratio values for the image areas and that has both positive and negative slopes.
4. The method defined in claim 3 wherein the storage and processing circuitry comprises storage and processing circuitry in an electronic device, the method further comprising convolving a kernel with each image area to perform the sharpening of that image area.
5. The method defined in claim 3 wherein the image has at least one additional image area, the method further comprising:
calculating a respective inferred defocus metric value for each additional image area using the storage and processing circuitry;
with the storage and processing circuitry, enhancing depth of field of the image by smoothing each additional image area by an amount that depends on the inferred defocus metric for that image area; and
determining how much smoothing to apply to each additional image area using the sharpness strength characteristic.
6. The method defined in claim 3 wherein the image has at least one additional image area, the method further comprising:
determining that each additional image area has a signal-to-noise ratio that falls below a predetermined threshold value; and
with the storage and processing circuitry, enhancing depth of field of the image by smoothing each additional image area by at least some amount.
7. A method for using storage and processing circuitry to process an image captured by an image sensor in an electronic device, wherein the image has multiple image areas, the method comprising:
calculating a respective inferred defocus metric value for each image area using the storage and processing circuitry; and
with the storage and processing circuitry, enhancing depth of field of the image by sharpening each image area by an amount that depends on the inferred defocus metric for that image area, wherein the image areas comprise a first image area that has a first signal-to-noise ratio, a second image area that has a second signal-to-noise ratio, and a third area that has a third signal-to-noise ratio, wherein the first signal-to-noise ratio is less than the second signal-to-noise ratio, wherein the second signal-to-noise ratio is less than the third signal-to-noise ratio, and wherein sharpening comprises sharpening the second image area more than the first and third image areas.