INFORMATION PROCESSING APPARATUS, PROCESSING METHOD THEREOF, AND NON-TRANSITORY STORAGE MEDIUM
First Claim
1. An information processing apparatus comprising:
- a storage unit configured to store image features of multiple targets and mutual relationship information of the multiple targets;
an input unit configured to input an image;
a detection unit configured to detect a region of a target from the input image;
an identification unit configured to, based on the stored image features and image features of the detected region, identify the target of the region; and
an estimation unit configured to, in the case where both a first region in which a target was identified and a second region in which a target could not be identified are present in the input image, estimate a candidate for the target in the second region based on the mutual relationship information and the target in the first region.
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Abstract
An information processing apparatus comprising: a storage unit configured to store image features of multiple targets and mutual relationship information of the multiple targets; an input unit configured to input an image; a detection unit configured to detect a region of a target from the input image; an identification unit configured to, based on the stored image features and image features of the detected region, identify the target of the region; and an estimation unit configured to, in the case where both a first region in which a target was identified and a second region in which a target could not be identified are present in the input image, estimate a candidate for the target in the second region based on the mutual relationship information and the target in the first region.
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Citations
17 Claims
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1. An information processing apparatus comprising:
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a storage unit configured to store image features of multiple targets and mutual relationship information of the multiple targets; an input unit configured to input an image; a detection unit configured to detect a region of a target from the input image; an identification unit configured to, based on the stored image features and image features of the detected region, identify the target of the region; and an estimation unit configured to, in the case where both a first region in which a target was identified and a second region in which a target could not be identified are present in the input image, estimate a candidate for the target in the second region based on the mutual relationship information and the target in the first region. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
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16. A processing method for an information processing apparatus, the method comprising:
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inputting an image; detecting a region of a target in the input image; identifying a target in the region based on image features of multiple targets stored in a storage unit that stores the image features and mutual relationship information of the multiple targets, and based on image features of the detected region; and estimating, in the case where both a first region in which a target was identified and a second region in which a target could not be identified are present in the input image, a candidate for the target in the second region based on the mutual relationship information and the target in the first region. - View Dependent Claims (17)
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Specification