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Low Frequency Vibration Visual Monitoring System Based on Multi-Modal 3DCNN-ConvLSTM

Alimina Alimasi1, Hongchen Liu1, Chengang Lyu1

  • 1School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, China.

Sensors (Basel, Switzerland)
|October 21, 2020
PubMed
Summary

This study introduces a novel system for low-frequency vibration monitoring using an RGB-D camera and deep learning. The system achieves 93% accuracy, enhancing environmental safety and engineering practices.

Keywords:
3D convolutional neural networklow frequency vibrationmuti-modal fusionvibration monitoringvisual sensing

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