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논문 리스트

2024
이미지 분할(image segmentation) 관련 연구 동향 파악을 위한 과학계량학 기반 연구개발지형도 분석
한국산업융합학회
배영철 외 1명
논문정보
Publisher
한국산업융합학회논문집
Issue Date
2024-06-30
Keywords
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Citation
-
Source
-
Journal Title
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Volume
27
Number
3
Start Page
563
End Page
572
DOI
https://doi.org/10.21289/KSIC.2024.27.3.563
ISSN
1226833x
Abstract
Image processing and computer vision technologies are becoming increasingly important in a variety of application fields that require techniques and tools for sophisticated image analysis. In particular, image segmentation is a technology that plays an important role in image analysis. In this study, in order to identify recent research trends on image segmentation techniques, we used the Web of Science(WoS) database to analyze the R&D topography based on the network structure of the author's keyword co-occurrence matrix. As a result, from 2015 to 2023, as a result of the analysis of the R&D map of research articles on image segmentation, R&D in this field is largely focused on four areas of research and development: (1) researches on collecting and preprocessing image data to build higher-performance image segmentation models, (2) the researches on image segmentation using statistics-based models or machine learning algorithms, (3) the researches on image segmentation for medical image analysis, and (4) deep learning-based image segmentation-related R&D. The scientometrics-based analysis performed in this study can not only map the trajectory of R&D related to image segmentation, but can also serve as a marker for future exploration in this dynamic fiel...

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이름 소속
배영철 전기컴퓨터공학부