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作者:

Tang, Peilin (Tang, Peilin.) | Wang, Zhiqiang (Wang, Zhiqiang.) | Qi, Na (Qi, Na.) | Zhu, Qing (Zhu, Qing.) (学者:朱青)

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CPCI-S

摘要:

Over the past decades, visual SLAM has successfully applied in robotics and augmented reality. The effectiveness of the feature extraction has an important influence on the performance of the visual SLAM. This paper proposes an Oriented AGAST and Rotated BRIEF (OARB) method to improve the efficiency of visual SLAM to address the specific application, such as mobile platform. We use the AGAST algorithm to detect corner points in parallel and measure the direction of each corner. Then we use the BRIEF algorithm to calculate the descriptor. We compare our proposed OARB method with the ORB method in visual SLAM on two public datasets. Experimental results demonstrate that our proposed OARB method can outperform the ORB method for visual SLAM in terms of speed and meanwhile achieve the competitive performance.

关键词:

AGAST Computer Vision Feature point ORB-SLAM Visual SLAM

作者机构:

  • [ 1 ] [Tang, Peilin]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 2 ] [Wang, Zhiqiang]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 3 ] [Qi, Na]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 4 ] [Zhu, Qing]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China

通讯作者信息:

  • [Tang, Peilin]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China

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来源 :

PROCEEDINGS OF 2019 IEEE 3RD INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2019)

年份: 2019

页码: 959-963

语种: 英文

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

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