发明名称 |
Information processing apparatus, control method, and storage medium that generate learning data used in learning a classification rule for classifying an input image |
摘要 |
An information processing apparatus that generates learning data used in learning a classification rule for classifying an image that is input from an image input device. A reception unit receives an initial image that is input from the image input device. A first generation unit generates an image that is different from the initial image, by correcting the initial image using a coefficient determined based on information about a type of the input device. A second generation unit generates the learning data using the image generated by the first generation unit and the input image. A learning unit generates the classification rule using the learning data generated by the second generation unit. |
申请公布号 |
US9602685(B2) |
申请公布日期 |
2017.03.21 |
申请号 |
US201514810514 |
申请日期 |
2015.07.28 |
申请人 |
CANON KABUSHIKI KAISHA |
发明人 |
Miyauchi Takashi;Arakawa Junya |
分类号 |
G06K9/62;H04N1/00;H04N1/387;H04N1/393;G06K9/00 |
主分类号 |
G06K9/62 |
代理机构 |
Fitzpatrick, Cella, Harper & Scinto |
代理人 |
Fitzpatrick, Cella, Harper & Scinto |
主权项 |
1. An information processing apparatus that generates learning data used in learning a classification rule for classifying an image that is input from an image input device, the apparatus comprising:
at least one processor operatively coupled to a memory, serving as: (a) a reception unit configured to receive an initial image that is input from the image input device; (b) a first generation unit configured to generate an image that is different from the initial image, by correcting the initial image using a coefficient determined based on information about a type of the input device; (c) a second generation unit configured to generate the learning data using the image generated by the first generation unit and the input image; and (d) a learning unit for generating the classification rule using the learning data generated by the second generation unit. |
地址 |
Tokyo JP |