Title:
TRAINING METHOD, TRAINING DEVICE, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2022/097195
Kind Code:
A1
Abstract:
A training method executed by a training device, the training method including: a constraint derivation step for deriving a constraint function value that indicates a difference in a source image on which image processing is executed between the intermediate result of image processing on the source image and the intermediate result of an image obtained by causing at least one of a parallel movement and a rotation to occur in the source image; and an optimization processing step for acquiring a second model parameter that includes a first model parameter and an additional parameter and updating the second model parameter by fixing the first model parameter and updating the additional parameter on the basis of the constraint function value, and outputting the updated second model parameter.
Inventors:
SUZUKI SATOSHI (JP)
TANIDA RYUICHI (JP)
KIMATA HIDEAKI (JP)
TANIDA RYUICHI (JP)
KIMATA HIDEAKI (JP)
Application Number:
PCT/JP2020/041177
Publication Date:
May 12, 2022
Filing Date:
November 04, 2020
Export Citation:
Assignee:
NIPPON TELEGRAPH & TELEPHONE (JP)
International Classes:
G06T7/00; G06N3/08; G06N20/00
Foreign References:
| JP2019046334A | 2019-03-22 | |||
| JP2019153229A | 2019-09-12 | |||
| JP2020035290A | 2020-03-05 |
Attorney, Agent or Firm:
SHIGA INTERNATIONAL PATENT OFFICE (JP)
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