Imaging device, imaging method, and storage medium
An imaging device includes: a photoelectric conversion element including an avalanche photodiode; a generation unit configured to generate an image based on a signal acquired by the photoelectric conversion element; a first correction unit configured to correct the image based on first characteristic information on crosstalk between pixels of the photoelectric conversion element; and a second correction unit configured to perform pixel interpolation of the image based on second characteristic information for determining a crosstalk region to neighboring pixels of a specific pixel and the image.
1 . An imaging device comprising:
a photoelectric conversion element including an avalanche photodiode;
at least one processor; and
a memory coupled to the at least one processor, the memory storing instructions that, when executed by the at least one processor, cause the at least one processor to:
generate an image by a generation unit based on a signal acquired by the photoelectric conversion element;
correct the image by a first correction unit based on first characteristic information on crosstalk between pixels of the photoelectric conversion element; and
perform pixel interpolation of the image by a second correction unit based on second characteristic information for determining a crosstalk region to neighboring pixels of a specific pixel and the image,
wherein the second characteristic information is information which is set based on the first characteristic information,
wherein the second correction unit is configured to calculate a first pixel value by subtracting a value of neighboring pixels of a target pixel in the image from a pixel value of the target pixel and to calculate a second pixel value by multiplying the first pixel value by a predetermined gain multiple,
wherein the second correction unit is configured to determine the target pixel as a target pixel of the pixel interpolation based on a correction level obtained by comparing the second pixel value with a plurality of determination threshold values, and
wherein the second correction unit is configured not to determine the target pixel as the target pixel of the pixel interpolation when the second pixel value is greater than the determination threshold value and the pixel value of the neighboring pixels is not greater by a predetermined value than the second pixel value.
2 . The imaging device according to claim 1 , wherein the neighboring pixels include pixels vertically, horizontally, and obliquely adjacent to the target pixel, and
wherein the second correction unit is configured to acquire the first pixel value by subtracting a maximum pixel value of pixel values of a plurality of neighboring pixels of the target pixel from the pixel value of the target pixel.
3 . The imaging device according to claim 2 , wherein each pixel of the photoelectric conversion element includes a color filter, and
wherein the neighboring pixels are pixels vertically, horizontally, and obliquely adjacent to the target pixel and having the same color as the target pixel.
4 . The imaging device according to claim 1 , wherein the determination threshold value is changed in inverse proportion to the predetermined gain multiple.
5 . The imaging device according to claim 1 , wherein the second correction unit is configured to determine the target pixel of the pixel interpolation based on the correction level and the second characteristic information.
6 . The imaging device according to claim 1 , wherein the determination threshold value is increased as the predetermined gain multiple increases.
7 . An imaging method comprising:
generating an image based on a signal acquired by a photoelectric conversion element including an avalanche photodiode;
performing a first correction process for correcting the image based on first characteristic information on crosstalk between pixels of the photoelectric conversion element; and
performing a second correction process for performing pixel interpolation of the image based on second characteristic information for determining a crosstalk region to neighboring pixels of a specific pixel and the image,
wherein the second characteristic information is information which is set based on the first characteristic information,
wherein the second correction process is configured to calculate a first pixel value by subtracting a value of neighboring pixels of a target pixel in the image from a pixel value of the target pixel and to calculate a second pixel value by multiplying the first pixel value by a predetermined gain multiple,
wherein the second correction process is configured to determine the target pixel as a target pixel of the pixel interpolation based on a correction level obtained by comparing the second pixel value with a plurality of determination threshold values, and
wherein the second correction process is configured not to determine the target pixel as the target pixel of the pixel interpolation when the second pixel value is greater than the determination threshold value and the pixel value of the neighboring pixels is not greater by a predetermined value than the second pixel value.
8 . A non-transitory computer-readable storage medium configured to store a computer program comprising instructions for executing following processes:
generating an image based on a signal acquired by a photoelectric conversion element including an avalanche photodiode;
performing a first correction process for correcting the image based on first characteristic information on crosstalk between pixels of the photoelectric conversion element; and
performing a second correction process for performing pixel interpolation of the image based on second characteristic information for determining a crosstalk region to neighboring pixels of a specific pixel and the image,
wherein the second characteristic information is information which is set based on the first characteristic information,
wherein the second correction process is configured to calculate a first pixel value by subtracting a value of neighboring pixels of a target pixel in the image from a pixel value of the target pixel and to calculate a second pixel value by multiplying the first pixel value by a predetermined gain multiple,
wherein the second correction process is configured to determine the target pixel as a target pixel of the pixel interpolation based on a correction level obtained by comparing the second pixel value with a plurality of determination threshold values, and
wherein the second correction process is configured not to determine the target pixel as the target pixel of the pixel interpolation when the second pixel value is greater than the determination threshold value and the pixel value of the neighboring pixels is not greater by a predetermined value than the second pixel value.
9 . The imaging device according to claim 1 , wherein the second characteristic information is used for determining a crosstalk region.
10 . The imaging device according to claim 1 , wherein the second characteristic information includes threshold values or array data for determining pixels affected by crosstalk.