Markerless Image Alignment Method for Pressure-Sensitive Paint Image

被引:4
作者
Suzuki, Kyosuke [1 ]
Inoue, Tomoki [1 ]
Nagata, Takayuki [2 ]
Kasai, Miku [2 ]
Nonomura, Taku [2 ]
Matsuda, Yu [1 ,3 ]
机构
[1] Waseda Univ, Dept Modern Mech Engn, Shinjuku Ku, 3-4-1 Ookubo, Tokyo 1698555, Japan
[2] Tohoku Univ, Dept Aerosp Engn, Aoba Ku, 6-6-01 Aoba, Sendai, Miyagi 9808579, Japan
[3] Japan Sci & Technol Agcy JST, PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama 3320012, Japan
关键词
pressure-sensitive paint; image alignment; feature point detection; flow measurement; REGISTRATION METHODS; OXYGEN; SYSTEM;
D O I
10.3390/s22020453
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
We propose a markerless image alignment method for pressure-sensitive paint measurement data replacing the time-consuming conventional alignment method in which the black markers are placed on the model and are detected manually. In the proposed method, feature points are detected by a boundary detection method, in which the PSP boundary is detected using the Moore-Neighbor tracing algorithm. The performance of the proposed method is compared with the conventional method based on black markers, the difference of Gaussian (DoG) detector, and the Hessian corner detector. The results by the proposed method and the DoG detector are equivalent to each other. On the other hand, the performances of the image alignment using the black marker and the Hessian corner detector are slightly worse compared with the DoG and the proposed method. The computational cost of the proposed method is half of that of the DoG method. The proposed method is a promising for the image alignment in the PSP application in the viewpoint of the alignment precision and computational cost.
引用
收藏
页数:10
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