Color correction in ophthalmic imaging
Certain embodiments provide a method of generating a color-corrected ophthalmic image. The method comprises obtaining an ophthalmic image of an eye with a nuclear sclerotic cataract or a tinted intraocular lens (“IOL”). The method further comprises determining color-shift information associated with the ophthalmic image based on at least one of user input and by processing the obtained image, the color-shift information indicative of the extent to which color in the obtained image is to be corrected to at least partially remedy the effect of the nuclear sclerotic cataract or the tinted IOL on the color of the obtained image. The method further comprises color-correcting the ophthalmic image based on the color-shift information. The method further comprises generating the color-corrected ophthalmic image based on the color-correcting.
1 . A method of generating a color-corrected ophthalmic image, the method comprising:
obtaining an ophthalmic image of an eye with a tinted intraocular lens (“IOL”) implanted therein;
determining color-shift information associated with the ophthalmic image based on at least one of user input and processing the obtained image, the color-shift information being indicative of an extent to which color in at least one portion of the obtained image is to be corrected to at least partially remedy an effect of the tinted IOL on the color in the at least one portion of the obtained image;
color-correcting the ophthalmic image based on the color-shift information; and
generating the color-corrected ophthalmic image based on the color-correcting.
2 . The method of claim 1 , wherein determining the color-shift information is based on the user input.
3 . The method of claim 2 , wherein the user input indicates one or more of: a type of the IOL, a color of the IOL, and an observed color of the obtained image.
4 . The method of claim 2 , wherein:
the user input includes a selection of a sample image corresponding to a type and/or color of the IOL, and
the selection is based on a user visually matching the color of the IOL in the obtained image and the sample image.
5 . The method of claim 1 , wherein determining the color-shift information comprises:
automatically determining a location of a structure of the eye in the obtained image; and
measuring a difference in a color of the structure as the structure appears in the obtained image and a defined color associated with the structure.
6 . The method of claim 5 , wherein the measuring comprises:
determining color intensity values of one or more pixels associated with the structure in the obtained image; and
determining an offset between the color intensity values of the one or more pixels and pre-defined color intensity values for the structure, and wherein the offset is representative of the difference.
7 . The method of claim 1 , wherein color-correcting the ophthalmic image comprises:
generating a filter based on the color-shift information; and
applying the filter to the obtained image.
8 . The method of claim 7 , wherein the filter is representative of an offset corresponding to a difference between intensity values for each pixel in the obtained image and pre-defined intensity values for the pixel.
9 . The method of claim 1 , wherein color-correcting the ophthalmic image comprises:
adjusting intensity values of one or more pixels in the obtained image to achieve pre-defined RGB (Red, Green, Blue) values for the one or more pixels.
10 . An ophthalmic imaging device, comprising:
an imager configured to obtain an ophthalmic image of an eye with a tinted intraocular lens (“IOL”) implanted therein;
one or more memories configured to store executable instructions;
one or more processors in data communication with the one or more memories and configured to execute the instructions to:
determine color-shift information associated with the ophthalmic image based on at least one of user input and by processing the obtained image, the color-shift information indicative of the extent to which color in the obtained image is to be corrected to at least partially remedy the effect of the tinted IOL on the color of the obtained image;
color-correct the ophthalmic image based on the color-shift information; and
generate the color-corrected ophthalmic image based on the color-correcting.
11 . The ophthalmic imaging device of claim 10 , wherein the one or more processors being configured to determine the color-shift information comprises the one or more processors being configured to determine the color-shift information based on user input.
12 . The ophthalmic imaging device of claim 11 , wherein the user input indicates one or more of: a type of the IOL, a color of the IOL, an observed color of the obtained image.
13 . The ophthalmic imaging device of claim 11 , wherein:
the user input includes a selection of a sample image corresponding to a type and/or color of the IOL, and
the selection is based on a user visually matching the color of the IOL in the obtained image and the sample image.
14 . The ophthalmic imaging device of claim 10 , wherein the one or more processors being configured to determine the color-shift information comprises the one or more processors being configured to:
automatically determine a location of a structure of the eye in the obtained image; and
measure a difference in a color of the structure as the structure appears in the obtained image and a defined color associated with the structure.