Abstract
We focused on the efficiency improvement of Structure from Motion (SfM) for infrastructure inspection using close- and long-range images taken from various viewpoints. We also focused on the camera network optimization using a matching matrix with ordered image blocks. Our methodology consists of three steps: image block preparation, key image-pair estimation using a matching matrix, and point-cloud reconstruction. We have confirmed that our proposed methodology can improve the efficiency of SfM through three preliminary experiments and four experiments in outdoor environments.
| Original language | English |
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| Publication status | Published - 2017 Jan 1 |
| Event | 38th Asian Conference on Remote Sensing - Space Applications: Touching Human Lives, ACRS 2017 - New Delhi, India Duration: 2017 Oct 23 → 2017 Oct 27 |
Other
| Other | 38th Asian Conference on Remote Sensing - Space Applications: Touching Human Lives, ACRS 2017 |
|---|---|
| Country | India |
| City | New Delhi |
| Period | 17/10/23 → 17/10/27 |
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Keywords
- Image matching
- Infrastructure inspection
- Multiview stereo
- Point cloud
- Structure from Motion
ASJC Scopus subject areas
- Computer Networks and Communications
Cite this
Nakagawa, M., Miwa, K., Nozue, S., Sekiguchi, Y., Hirate, K., Noda, Y., & Miyo, M. (2017). Efficiency improvement of sfm using image blocks for infrastructure inspection. Paper presented at 38th Asian Conference on Remote Sensing - Space Applications: Touching Human Lives, ACRS 2017, New Delhi, India.