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다중 해상도를 이용한 딥러닝 기반 창상 분류 방법Deep Learning Based Wound Classification Method Using Multiple Resolutions
- Other Titles
- Deep Learning Based Wound Classification Method Using Multiple Resolutions
- Issue Date
- Nov-2021
- Publisher
- 대한전자공학회
- Citation
- 2021년 대한전자공학회 추계학술대회 논문집, pp 482 - 486
- Pages
- 5
- Indexed
- OTHER
- Journal Title
- 2021년 대한전자공학회 추계학술대회 논문집
- Start Page
- 482
- End Page
- 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.
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Collections - COLLEGE OF COMPUTING > SCHOOL OF COMPUTER SCIENCE > 1. Journal Articles
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