Image processing device and method, and image sensing apparatus
View Patent ↗An image processing device generates a high-resolution image from a plurality of low-resolution images, in which the high-resolution image has a resolution higher than a resolution of the low-resolution images. The image processing device includes a reference image setting portion for selecting a reference image from the plurality of low-resolution images based on image information of the plurality of low-resolution images. The image processing device generates the high-resolution image by performing a resolution increasing process on the plurality of low-resolution images for increasing a resolution with respect to the reference image.
1. An image processing device which generates a high-resolution image from a plurality of low-resolution images, the high-resolution image having a resolution higher than a resolution of the low-resolution images, wherein
the image processing device comprises
a processor;
a memory; and
a reference image setting portion which selects a reference image from the plurality of low-resolution images based on image information of the plurality of low-resolution images, and
the image processing device generates the high-resolution image by performing a resolution increasing process on the plurality of low-resolution images for increasing a resolution with respect to the reference image.
2. The image processing device according to claim 1 , further comprising a blur estimating portion which estimates an amount of blur included in each of the low-resolution images based on the image information, wherein the reference image setting portion selects the reference image based on an estimation result of the blur estimating portion.
3. The image processing device according to claim 2 , wherein the blur estimating portion estimates the amount of blur included in each of the low-resolution images based on amounts of high frequency components in each of the low-resolution images.
4. The image processing device according to claim 2 , wherein
the plurality of low-resolution images constitute a low-resolution image sequence obtained by a sequential shooting operation of an image sensing apparatus and arranged in a time sequence manner, and
the blur estimating portion detects a state of shake of the image sensing apparatus during a shooting period of the low-resolution image sequence based on a displacement between low-resolution images neighboring temporally in the low-resolution image sequence, so as to estimate a large and small relationship of the amount of blur between the plurality of low-resolution images based on a detection result of the state of shake.
5. The image processing device according to claim 2 , wherein the reference image setting portion selects the low-resolution image having the smallest estimated amount of blur as the reference image among the plurality of low-resolution images.
6. The image processing device according to claim 1 , wherein
the low-resolution images are obtained by a shooting operation of an image sensing apparatus,
the image information includes detection data of a sensor which detects a state of shake of the image sensing apparatus during an exposure period of each of the low-resolution images, and
the reference image setting portion selects the reference image based on the detection data of the sensor.
7. The image processing device according to claim 6 , wherein the reference image setting portion selects the low-resolution image having the smallest shake of the image sensing apparatus during an exposure period as the reference image among the plurality of low-resolution images.
8. The image processing device according to claim 1 , further comprising an object size detecting portion which detects a size of a specific object on the image included in each of the low-resolution images based on the image information, wherein
the reference image setting portion selects the reference image based on the detected size of the specific object.
9. The image processing device according to claim 1 , further comprising a face state detecting portion which detects a human face in each of the low-resolution images and which detects a state of the human face based on the image information, wherein
the reference image setting portion selects the reference image based on a detection result of the face state detecting portion.
10. The image processing device according to claim 1 , wherein
the reference image setting portion sets a low-resolution image other than the reference image as an object image among the plurality of low-resolution images, and the image processing device further comprises
a displacement detecting portion which determines a displacement between the reference image and the object image by a resolution higher than a pixel interval of the reference image, and
a high-resolution image generating portion which generates the high-resolution image by performing the resolution increasing process using the determined displacement and the plurality of low-resolution images with respect to the reference image.
11. An image sensing apparatus comprising:
an image sensing portion which obtains a plurality of low-resolution images arranged in a time sequence manner by sequential shooting; and
the image processing device according to claim 1 which generates a high-resolution image with respect to the plurality of low-resolution images by a resolution increasing process.
12. An image sensing apparatus comprising:
an image sensing portion having an image sensor and an optical system which forms an optical image corresponding to an object on the image sensor so that a shot image is obtained;
a focus score estimating portion which estimates a focus score based on a video signal of a focus evaluation region set in the shot image, so as to perform automatic focus control by driving and controlling the optical system based on the focus score; and
an image processing device which refers to a plurality of shot images obtained from the image sensing portion as the plurality of low-resolution images and which generates a high-resolution image from the plurality of low-resolution images, the high-resolution image having a resolution higher than a resolution of the low-resolution images, wherein
the image processing device includes a reference image setting portion which selects a reference image from the plurality of low-resolution images based on the focus score estimated with respect to each of the low-resolution images, so as to generate the high-resolution image by performing a resolution increasing process on the plurality of low-resolution images for increasing a resolution with respect to the reference image.
13. The image sensing apparatus according to claim 12 , wherein
the automatic focus control is performed by driving and controlling the optical system so that the focus score becomes a maximum value, and
the reference image setting portion selects the low-resolution image corresponding to a maximum focus score as the reference image among the plurality of low-resolution images.
14. The image sensing apparatus according to claim 12 , wherein
the reference image setting portion sets a low-resolution image other than the reference image as an object image among the plurality of low-resolution images, and the image processing device further includes
a displacement detecting portion which determines a displacement between the reference image and the object image by a resolution higher than a pixel interval of the reference image, and
a high-resolution image generating portion which generates the high-resolution image by performing the resolution increasing process using the determined displacement and the plurality of low-resolution images with respect to the reference image.
15. An image processing method which generates a high-resolution image from a plurality of low-resolution images, the high-resolution image having a resolution higher than a resolution of the low-resolution images, the method comprising the steps of:
selecting a reference image from the plurality of low-resolution images based on image information of the plurality of low-resolution images; and
generating the high-resolution image by performing a resolution increasing process on the plurality of low-resolution images for increasing a resolution with respect to the reference image.
16. An image sensing apparatus comprising:
an image sensing portion which obtains a plurality of low-resolution images arranged in a time sequence manner by sequential shooting; and
the image processing device according to claim 3 which generates a high-resolution image with respect to the plurality of low-resolution images by a resolution increasing process.
17. An image sensing apparatus comprising:
an image sensing portion which obtains a plurality of low-resolution images arranged in a time sequence manner by sequential shooting; and
the image processing device according to claim 5 which generates a high-resolution image with respect to the plurality of low-resolution images by a resolution increasing process.
18. An image sensing apparatus comprising:
an image sensing portion which obtains a plurality of low-resolution images arranged in a time sequence manner by sequential shooting; and
the image processing device according to claim 6 which generates a high-resolution image with respect to the plurality of low-resolution images by a resolution increasing process.
19. An image sensing apparatus comprising:
an image sensing portion which obtains a plurality of low-resolution images arranged in a time sequence manner by sequential shooting; and
the image processing device according to claim 8 which generates a high-resolution image with respect to the plurality of low-resolution images by a resolution increasing process.
20. An image sensing apparatus comprising:
an image sensing portion which obtains a plurality of low-resolution images arranged in a time sequence manner by sequential shooting; and
the image processing device according to claim 9 which generates a high-resolution image with respect to the plurality of low-resolution images by a resolution increasing process.