Title:
LEARNING DATA GENERATION METHOD, COMPUTER PROGRAM AND DEVICE
Document Type and Number:
WIPO Patent Application WO/2024/039043
Kind Code:
A1
Abstract:
A method performed by a computing device including at least one processor, according to one embodiment of the present disclosure, comprises the steps of: analyzing signal intensity and noise characteristics for at least one input image; determining whether an image pair corresponding to the signal intensity and the noise characteristics in the at least one input image is present; and generating learning images and label images according to determination results on the basis of a preset noise reduction target.
Inventors:
JEONG KEUNWOO (KR)
Application Number:
PCT/KR2023/008603
Publication Date:
February 22, 2024
Filing Date:
June 21, 2023
Export Citation:
Assignee:
AIRS MEDICAL INC (KR)
International Classes:
G16H30/40; A61B5/055; G06V10/70; G16H30/20; G16H50/50; G16H50/70
Foreign References:
| KR102428725B1 | 2022-08-04 | |||
| KR20220082302A | 2022-06-17 | |||
| KR20150067835A | 2015-06-19 | |||
| KR20190038333A | 2019-04-08 | |||
| KR102533000B1 | 2023-05-16 |
Other References:
LEHTINEN JAAKKO, MUNKBERG JACOB, HASSELGREN JON, LAINE SAMULI, KARRAS TERO, AITTALA MIIKA, AILA TIMO: "Noise2Noise: Learning Image Restoration without Clean Data", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, ARXIV.ORG, ITHACA, 12 March 2018 (2018-03-12), Ithaca, XP093140073, Retrieved from the Internet [retrieved on 20240312], DOI: 10.48550/arxiv.1803.04189
Attorney, Agent or Firm:
BEATBOARD IP LAW FIRM (KR)
Download PDF:
Previous Patent: AIR CONDITIONER AND CONTROL METHOD THEREFOR
Next Patent: FOLDABLE ELECTRONIC DEVICE INCLUDING SEGMENTED ANTENNA
Next Patent: FOLDABLE ELECTRONIC DEVICE INCLUDING SEGMENTED ANTENNA