Image processing apparatus, image processing method, and storage medium
AssigneeCanon Kabushiki Kaisha
InventorYuichi NAKADA
Life of this patent
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Abstract
To estimate three-dimensional information with which a virtual viewpoint image having a perceived resolution corresponding to that of captured images can be generated, while restricting a learning parameter number for estimating three-dimensional information. An image processing apparatus according to the present disclosure obtains a plurality of captured images obtained by performing image capturing on an object from a plurality of directions, obtains the amount of blur of the object, sets a learning model representing three-dimensional information on the object on a basis of the amount of blur of the object, and performs the learning of the learning model using the captured images.
Claims12
An image processing apparatus, comprising:
- one or more hardware processors;
- and
- one or more memories storing one or more programs configured to be executed by the one or more hardware processors, the one or more programs including instructions for:
- obtaining a plurality of captured images obtained by performing image capturing on an object from a plurality of directions;
- obtaining an amount of blur of the object;
- setting a learning model on a basis of the amount of blur of the object, the learning model representing three-dimensional information on the object;
- and
- performing learning of the learning model using the captured images.
An image processing method comprising the steps of:
- obtaining a plurality of captured images obtained by performing image capturing on an object from a plurality of directions;
- obtaining an amount of blur of the object;
- setting a learning model on a basis of the amount of blur of the object, the learning model representing three-dimensional information on the object;
- and
- performing learning of the learning model using the captured images.
A non-transitory computer readable storage medium storing a program for causing a computer to perform a control method of an image processing apparatus, the control method comprising the steps of:
- obtaining a plurality of captured images obtained by performing image capturing on an object from a plurality of directions;
- obtaining an amount of blur of the object;
- setting a learning model on a basis of the amount of blur of the object, the learning model representing three-dimensional information on the object;
- and
- performing learning of the learning model using the captured images.
Dependencies are inferred from the claim text.