Image-processing device, image-processing method, and recording medium
AssigneeNEC Corporation
InventorRyo KAWAI
Life of this patent
Estimating the term…
Abstract
In order to produce a discriminator that has higher discrimination ability, this image-processing device is provided with a synthesis unit for synthesizing a background image and an object image the hue and/or brightness of which at least partially resembles at least a portion of the background image, a generation unit for generating a difference image between the synthesized image and the background image, and a machine learning unit for performing machine learning using the generated difference image as learning data.
Claims12
An image-processing system comprising:
- at least one memory;
- and
- at least one processor configured to execute the instructions to perform:
- generating a synthesized image by synthesizing a background image and an object image;
- adding noise to the synthesized image;
- generating a difference image between the background image and the synthesized image to which the noise has been added;
- and
- performing machine learning using the difference image as learning data.
An image-processing method comprising:
- generating a synthesized image by synthesizing a background image and an object image;
- adding noise to the synthesized image;
- generating a difference image between the background image and the synthesized image to which the noise has been added;
- and
- performing machine learning using the difference image as learning data.
A non-transitory computer-readable recording medium storing a program to cause a computer to perform:
- generating a synthesized image by synthesizing a background image and an object image;
- adding noise to the synthesized image;
- generating a difference image between the background image and the synthesized image to which the noise has been added;
- and
- performing machine learning using the difference image as learning data.
Dependencies are inferred from the claim text.