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An Accurate Multi-Row Panorama Generation Using Multi-Point Joint Stitching

  • Jin Zheng
  • , Zhi Zhang
  • , Qiuhao Tao
  • , Kai Shen
  • , Yue Wang*
  • *此作品的通讯作者
  • Beihang University
  • Ltd.

科研成果: 期刊稿件文章同行评审

摘要

Most of the existing panorama generation tools require the input images to be captured along one direction, and yield a narrow strip panorama. To generate a large viewing field panorama, this paper proposes a multi-row panorama generation (MRPG) method. For a pan/tilt camera whose scanning path covers a wide range of horizontal and vertical views, the image frames in different views correspond to different coordinate benchmarks and different projections. And the image frame should not only be aligned with the continuous frames in timeline but also be aligned with other frames in spatial neighborhood even with long time intervals. For these problems, MRPG first designs an optimal scanning path to cover the large viewing field, and chooses the center frame as the reference frame to start to stitch. The stitching order of multi-frame is arranged in first-column and second-row to ensure a small alignment error. Moreover, MRPG proposes a multi-point joint stitching method to eliminate the seams and correct the distortions, which makes the current frame accurately integrated into the panoramic canvas from all directions. Experimental results show that MRPG can generate a more accurate panorama than other state-of-the-art image stitching methods, and give a better visual effect for a large viewing field panorama.

源语言英语
页(从-至)27827-27839
页数13
期刊IEEE Access
6
DOI
出版状态已出版 - 27 4月 2018

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