Linear protection grid optimized image stitching for mobile robots

Lulu Zhou, Yanling Tian, Gang Lu, Xiaojun Wu, Qieshi Zhang

研究成果: Conference contribution

抜粋

Image stitching can be used to in 3D reconstruction to obtain the comprehensive obstacle information, which plays an important role in the field of mobile robots.However, previous algorithms have two problems: 1. The linear structure of the image might have been corrupted. 2. Some inconsistency may exist in the transitional region of the stitched image. In order to solve above problems, in this paper, we propose a grid-based linear structure protection method, which applies the constraints to the lines extracted from the image to protect them from the distortion caused by the mesh deformation process, and resulting in a natural panorama with reduced distortion. This method helps to obtain a natural panoramic image with reduced distortion. At the same time, we use the neighbor weighted based boundary artifact removal approach to process the stitched image, which can avoid the stitching problem and can make the image look more natural. We conducted some experiments, and the results demonstrated that our method is more efficient and more natural as compared with some state-of-the-art methods.

元の言語English
ホスト出版物のタイトル2019 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2019
出版者Institute of Electrical and Electronics Engineers Inc.
ページ661-666
ページ数6
ISBN(電子版)9781728137261
DOI
出版物ステータスPublished - 2019 8
外部発表Yes
イベント2019 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2019 - Irkutsk, Russian Federation
継続期間: 2019 8 42019 8 9

出版物シリーズ

名前2019 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2019
2019-August

Conference

Conference2019 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2019
Russian Federation
Irkutsk
期間19/8/419/8/9

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Control and Optimization

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  • これを引用

    Zhou, L., Tian, Y., Lu, G., Wu, X., & Zhang, Q. (2019). Linear protection grid optimized image stitching for mobile robots. : 2019 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2019 (pp. 661-666). [9043984] (2019 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2019; 巻数 2019-August). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RCAR47638.2019.9043984