Device for correcting artifacts included in images
A device for correcting artifacts included in images includes an image processor. The image processor includes an acquirer configured to acquire image data including first pixel data, second pixel data, third pixel data, and fourth pixel data arranged in a 2×2 array. The image processor also includes a guide image generator configured to acquire a first guide image based on an average value of the first pixel data and the fourth pixel data that are located in a diagonal direction. The image processor further includes an image operating component configured to output a result image generated using a high-frequency component, included in the first guide image, and the image data.
1 . An image processor, comprising:
an acquirer configured to acquire image data including first pixel data, second pixel data, third pixel data, and fourth pixel data arranged in a 2×2 array;
a guide image generator configured to acquire a first guide image based on an average value of the first pixel data and the fourth pixel data that are located in a diagonal direction; and
an image operating component configured to acquire blurred image data by applying a low pass filter to the image data, and output a result image generated by adding a high-frequency component included in the first guide image to the blurred image data.
2 . The image processor according to claim 1 , wherein the guide image generator is configured to generate a second guide image based on an average value of the second pixel data and the third pixel data that are located in a diagonal direction.
3 . The image processor according to claim 2 , wherein the image operating component is configured to generate the result image using at least one of a first high-frequency component included in the first guide image or a second high-frequency component included in the second guide image.
4 . The image processor according to claim 3 , wherein the image operating component is configured to generate the result image based on a first weight related to the first guide image and a second weight related to the second guide image.
5 . The image processor according to claim 4 , wherein the image operating component is configured to set a weight related to a guide image that is more similar to the image data between the first guide image and the second guide image to a higher value.
6 . The image processor according to claim 1 , wherein the guide image generator is configured to:
acquire a first average value set including the average value of the first pixel data and the fourth pixel data based on the image data, and
acquire the first guide image having a resolution higher than that of the first average value set using a fitting curve of the first average value set.
7 . The image processor according to claim 1 , wherein the image operating component is configured to acquire the high-frequency component included in the first guide image by subtracting a first guide image to which a low pass filter is applied from the first guide image.
8 . The image processor according to claim 1 , wherein the result image is an image in which an artifact attributable to a phase difference included in at least a partial area of the image data is reduced compared to the image data.
9 . An image processing method, comprising:
acquiring image data including first pixel data, second pixel data, third pixel data, and fourth pixel data arranged in a 2×2 array;
acquiring a first guide image based on an average value of the first pixel data and the fourth pixel data that are located in a diagonal direction;
acquiring blurred image data by applying a low pass filter to the image data; and
generating a result image by adding a high-frequency component included in the first guide image to the blurred image data.
10 . The image processing method according to claim 9 , further comprising:
acquiring a second guide image based on an average value of the second pixel data and the third pixel data that are located in a diagonal direction.
11 . The image processing method according to claim 10 , wherein generating the result image comprises:
generating the result image using at least one of a first high-frequency component included in the first guide image or a second high-frequency component included in the second guide image.
12 . The image processing method according to claim 11 , wherein generating the result image further comprises:
generating the result image based on a first weight related to the first guide image and a second weight related to the second guide image.
13 . The image processing method according to claim 12 , wherein generating the result image further comprises:
setting a weight related to a guide image that is more similar to the image data between the first guide image and the second guide image to a higher value.
14 . The image processing method according to claim 9 , wherein acquiring the first guide image comprises:
acquiring a first average value set including the average value of the first pixel data and the fourth pixel data based on the image data; and
acquiring the first guide image having a resolution higher than that of the first average value set using a fitting curve of the first average value set.
15 . The image processing method according to claim 9 , wherein generating the result image further comprises:
acquiring the high-frequency component included in the first guide image by subtracting a first guide image to which a low pass filter is applied from the first guide image.
16 . The image processing method according to claim 9 , wherein the result image is an image in which an artifact attributable to a phase difference included in at least a partial area of the image data is reduced.