다중 해상도를 이용한 딥러닝 기반 창상 분류 방법
- Title
- 다중 해상도를 이용한 딥러닝 기반 창상 분류 방법
- Other Titles
- Deep Learning Based Wound Classification Method Using Multiple Resolutions
- Author
- 문영식
- Issue Date
- 2021-11
- Publisher
- 대한전자공학회
- Citation
- 대한전자공학회 학술대회. 2021-11 2021(11):482-486
- Abstract
- In medical data, the distance between the wound
and the imaging device is not constant, so there is a
problem that the deep learning model becomes
sensitive to changes in resolution. To solve this
problem, in this paper, we propose a network that is
robust to resolution changes through multiple
resolution input. Experimentally, the proposed
method is more robust to resolution changes than
the existing method, and shows 1.48% higher
performance.
- URI
- https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE11027634https://repository.hanyang.ac.kr/handle/20.500.11754/169626
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- ETC[S] > 연구정보
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