IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND RECORDING MEDIUM
First Claim
Patent Images
1. An image processing apparatus comprising:
- an acquisition unit configured to acquire an image for storage in a storage unit;
a region dividing unit configured to divide the image acquired by the acquisition unit into a plurality of partial regions;
an extraction unit configured to extract one or more pieces of similar image data from each of the plurality of divided partial regions from a storage unit; and
a determination unit configured to determine a region, in the image, including partial regions having a relationship with each other, based on the image data extracted by the extraction unit and information about a relationship of the image data.
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Abstract
An image processing apparatus, an image processing method, and a recording medium realize identification of an object region and a region category with high precision, estimate a relationship between partial regions in an acquired image by using a database about relationships between the images, and determine a target region in the acquired image based on the relationship.
12 Citations
19 Claims
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1. An image processing apparatus comprising:
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an acquisition unit configured to acquire an image for storage in a storage unit; a region dividing unit configured to divide the image acquired by the acquisition unit into a plurality of partial regions; an extraction unit configured to extract one or more pieces of similar image data from each of the plurality of divided partial regions from a storage unit; and a determination unit configured to determine a region, in the image, including partial regions having a relationship with each other, based on the image data extracted by the extraction unit and information about a relationship of the image data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
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16. An image processing apparatus comprising:
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an acquisition unit configured to acquire an image for storage in a storage unit; a region dividing unit configured to divide the image acquired by the acquisition unit into a plurality of partial regions; an extraction unit configured to extract one or more pieces of similar image data from each of the plurality of divided partial regions from the storage unit; and a determination unit configured to determine a region, in the image, including partial regions having a relationship with each other, based on a teacher value about a category of an object relating to the image data extracted by the extraction unit. - View Dependent Claims (17)
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18. An image processing method comprising:
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acquiring an image; dividing the acquired image into a plurality of partial regions; extracting one or more pieces of similar image data from each of the plurality of divided partial regions; determining a region, in the image, including partial regions having a relationship with each other based on the extracted image data and information about a relationship of the image data.
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19. A non-transitory computer-readable recording medium that stores a program for causing a computer to function as the units of an image processing apparatus, the image processing apparatus comprising:
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an acquisition unit configured to acquire an image for storage in a storage unit; a region dividing unit configured to divide the image acquired by the acquisition unit into a plurality of partial regions; an extraction unit configured to extract one or more pieces of similar image data from each of the plurality of divided partial regions from the storage unit; and a determination unit configured to determine a region, in the image, including partial regions having a relationship with each other, based on the image data extracted by the extraction unit and information about a relationship of the image data.
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Specification