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영상 SLAM의 SURF 성능향상을 위한 MSAC/PROSAC 융합 알고리즘MSAC/PROSAC Fusion Algorithm to Enhance SURF Performance for Visual SLAM

Authors
전진석김효중심덕선
Issue Date
Oct-2018
Citation
대한전기학회 CICS´ 18 정보 및 제어 학술대회, pp 276 - 277
Pages
2
Journal Title
대한전기학회 CICS´ 18 정보 및 제어 학술대회
Start Page
276
End Page
277
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/67118
Abstract
Camera has become a very important sensor in various areas, especially in visual SLAM(Visual Simultaneous Localization and Mapping), where one essential step is to extract matching points between two images and the next step is to remove outliers among the obtained matched points. RANSAC has become a standard method to remove outliers, and many RANSAC-releted algorithms have been developed, among which MSAC for accuracy and PROSAC for speed. In this paper SURF is used for matching and MSAC/PROSAC fusion algorithm is stuied for a fast and accurate algorithm. Performance analysis is done by using a camera in Apple phone 7, and two images are used to analyze the performance of RANSAC and MSAC/PROSAC.
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창의ICT공과대학 (전자전기공학부)
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