서울대학교 빅데이터 지식정보플랫폼
전체 메뉴
AI 검색
최근 확인한 콘텐츠
2건 더보기
loading...
반출리포트 생성
논문 목록
Exponential NMS : 금속 외관의 오탐 성능 개선을 위한 효과적인 바운딩 박스 중첩 억제 기법
저자
강성환, 신요섭, 이세훈, 박준현, 강재모
학술지명
한국지능시스템학회 논문지
출판/발행연도
2022
주제
요약
본 논문은 금속 외관 결함 탐지 시 발생하는 바운딩 박스 중첩으로 인한 오탐 문제를 해결하기 위해 Exponential NMS를 제안합니다. 제안하는 기법은 YOLOv4 및 EfficientDet 모델에서 기존 NMS 방식 대비 평균 정밀도와 F1-score를 향상시켜 우수한 성능을 입증했습니다.
연관 콘텐츠
LikeSNU에서 의미기반으로 분석하여 연관된 자료를 추천해드립니다.
-
Electronic engineering and information science : proceedings of the 2015 International Conference on Electronic Engineering and Information Science (ICEEIS 2015), 17-18 January 2015, Haikou, P.R. China
-
Automotive, mechanical and electrical engineering : proceedings of the 2016 International Conference on Automotive Engineering, Mechanical and Electrical Engineering (AEMEE 2016), Hong Kong, China, 9-11 December 2016
-
Intelligent Computing Methodologies : 15th International Conference, ICIC 2019, Nanchang, China, August 3–6, 2019, Proceedings, Part III
-
Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation
-
Artificial intelligence tools : decision support systems in condition monitoring and diagnosis
-
Mastering system identification in 100 exercises
-
Intelligent Computing Theories and Application : 15th International Conference, ICIC 2019, Nanchang, China, August 3–6, 2019, Proceedings, Part II
-
Energy science and applied technology : proceedings of the 2nd International Conference on Energy Science and Applied Technology (ESAT 2015), Wuhan, China, 28-30 August 2015
-
Neural Information Processing : 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part V
-
Engineering systems with intelligence : concepts, tools, and applications
-
SPSS statistics for data analysis and visualization
-
Artificial Intelligence Applications and Innovations : 17th IFIP WG 12.5 International Conference, AIAI 2021, Hersonissos, Crete, Greece, June 25–27, 2021, Proceedings
-
Optimization and control methods in industrial engineering and construction
-
Multiple approaches to intelligent systems : 12th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEAAIE-99, Cairo, Egypt, May 31-June 3, 1999 : proceedings
-
(그림으로 배우는) StatQuest 머신러닝 강의
-
Weighted approximation with varying weight
-
Applied reliability
-
Structural health monitoring : a machine learning perspective
-
BioNMR in drug research
-
Algorithmics : theory and practice
이전
다음
이전
다음
이전
다음