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Yusuke Tsutsui
at Kyoto Institute of Technology
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Publications (3)
Proceedings Article | 22 March 2021 Presentation + Paper
An improvement of visualized images from vibration for plastic gear early failure detection using convolutional neural network
D. Taga, D. Iba, B. H. Kien, Y. Tsutsui, N. Miura, T. Iizuka, A. Masuda, I. Moriwaki
Proceedings Volume 11593, 115932N (2021) https://doi.org/10.1117/12.2582637
KEYWORDS: Visualization, Convolutional neural networks, Image visualization
Proceedings Article | 22 April 2020 Presentation + Paper
Effect of image size on performance of a plastic gear crack detection system based convolutional neural networks: an experimental study
B. Kien, D. Iba, Y. Tsutsui, A. Kajihata, Y. Lei, N. Miura, T. Iizuka, A. Masuda, A. Sone, I. Moriwaki
Proceedings Volume 11381, 113812I (2020) https://doi.org/10.1117/12.2557977
KEYWORDS: Visualization, Image visualization, Image quality, Image classification, Convolutional neural networks, Feature extraction, Image resolution, Image processing, Data acquisition, Data conversion
Proceedings Article | 18 March 2019 Paper
Vibration analysis of a meshing gear pair by neural network (Visualization of meshing vibration and detection of a crack at tooth root by VGG16 with transfer learning)
D. Iba, Y. Ishii, Y. Tsutsui, N. Miura, T. Iizuka, A. Masuda, A. Sone, I. Moriwaki
Proceedings Volume 10973, 109730Y (2019) https://doi.org/10.1117/12.2514250
KEYWORDS: Convolutional neural networks, Neural networks, Failure analysis, High speed cameras, Data acquisition
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