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A spatio-temporal multi-scale fusion algorithm for pine wood nematode disease tree detection
저자
Chao Li; Keyi Li; Yu Ji; Zekun Xu; Juntao Gu; Weipeng Jing
학술지명
Journal of Forestry Research
출판/발행연도
2024
주제
요약
본 연구는 소나무재선충병 감염 조기 모니터링을 위해 UAV 원격탐사 영상을 활용하여 다중 스케일 융합 알고리즘을 개발했습니다. 복잡한 배경과 작은 목표물로 인한 어려움을 해결하기 위해 자가 주의 메커니즘과 SPD-Conv 모듈을 적용하여 특징 추출 능력을 향상시키고, 정확도를 78.5%까지 높였습니다.
학술지 영향력
[Journal of Forestry Research]
- CiteScore
- 8.9
- ES
- 0.00493
- JCI
- 1.04
- JCR
- 4.6
- SJR
- 0.827
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