System And Method For Under Sampled Image Enhancement
A system and method are provided for acquiring a first image and a second image, where the first image has a higher optical density than the second image, and combining the first image with the second image to generate an output image with reduced aliasing artifacts.
1 . A system for enhancing images, the system comprising:
a sensor; and
a processor in communication with the sensor to receive a plurality of images, the processor being operable to control acquisition parameters of a first image relative to a second image such that the first image has a higher optical density than the second image, the processor being configured to combine the first image and the second image to produce an output image with reduced aliasing artifacts relative to the first image.
2 . The system of claim 1 , further comprising a lens assembly in optical communication with the sensor, the lens assembly being in communication with the processor, the processor being configured to change optical parameters of the lens assembly between acquisition of the first image and acquisition of the second image.
3 . The system of claim 2 , wherein the processor is configured to change a focus of the lens assembly between the acquisition of the first image and the acquisition of the second image.
4 . The system of claim 2 , wherein the processor is configured to change a f-stop of the lens assembly between the acquisition of the first image and the acquisition of the second image.
5 . The system of claim 2 , wherein the processor is configured to change a shutter speed of the lens assembly between the acquisition of the first image and the acquisition of the second image.
6 . A method for enhancing images, the method comprising:
acquiring a first image;
acquiring a second image, the first image having a higher optical density than the second image; and
combining the first image with the second image to generate an output image with reduced aliasing artifacts.
7 . The method according to claim 6 , wherein the output image is generated by combining a luminance from the first image with color information from the second image.
8 . The method according to claim 6 , further comprising applying a low pass filter to the first image and comparing the first image to the second image to identify the aliasing artifacts.
9 . The method according to claim 6 , further comprising generating a template of the aliasing artifacts.
10 . The method according to claim 9 , further comprising replacing portions of the first image with portions of the second image in response to the template.
11 . The method according to claim 9 , further comprising calculating values for the output image, in areas corresponding to the template, based on values for the first image and values for the second image.
12 . The method according to claim 6 , further comprising correcting the second image geometrically with respect to the first image.
13 . The method according to claim 6 , further comprising registering the second image with respect to the first image.
14 . The method according to claim 6 , further comprising calculating an amount of optical parameter difference between the first image and the second image based on characteristics of the aliasing artifact.
15 . A system for enhancing images, the system comprising:
a first sensor to capture a first image;
a second sensor to capture a second image, the first image having a higher optical density than the second image; and
a processor in communication with the first sensor to receive a first image, the processor being in communication with the second sensor to receive a second image, the processor being configured to combine the first image and the second image to generate an output image with reduced aliasing artifacts.
16 . The system according to claim 15 , wherein the first sensor has a higher resolution than the second sensor.
17 . The system according to claim 16 , wherein the first sensor has a greater number of pixels than the second sensor.
18 . The system according to claim 16 , wherein the first sensor has a smaller pixel size than the second sensor.
19 . The system according to claim 15 , further comprising
a first lens assembly in optical communication with the first sensor; and
a second lens assembly in optical communication with the second sensor, wherein the processor is in communication with the first lens assembly and the second lens assembly, the processor being configured to select different optical parameters for the first lens assembly relative to the second lens assembly.
20 . The system according to claim 19 , wherein the processor is configured to adjust the optical parameters second lens assembly in response to characteristics of the aliasing artifact.