Liu Fei

University of Science and Technology Beijing

30 Xueyuan Road, Haidian District

beijing, 100083

China

  • University of Science and Technology Beijing

SCHOLARLY PAPERS

2

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115

TOTAL CITATIONS

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Scholarly Papers (2)

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1.

Performance Enhancement for Φ-Otdr Event Classification System Using Image-Encoding and Cyclegan Data Augmentation

Number of pages: 42 Posted: 13 Jan 2025
Isaack Kamanga, Zhi Wang, Zhu Guo, Liu Fei and Xian Zhou
Dar es Salaam Institute of Technology, University of Science and Technology Beijing, University of Science and Technology Beijing, University of Science and Technology Beijing and University of Science and Technology Beijing
Downloads 64 (752,176)

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Φ-OTDR, CNN, MFCC, CycleGAN, Deep Learning, Classification accuracy

2.

Enhancing Φ-Otdr Vibration Event Classification by Stacking Mfccs and Differential Phase Features Using Cnns

Number of pages: 19 Posted: 22 Aug 2024
Isaack Kamanga, Zhu Guo, Zhi Wang, Liu Fei and Xian Zhou
Dar es Salaam Institute of Technology, University of Science and Technology Beijing, University of Science and Technology Beijing, University of Science and Technology Beijing and University of Science and Technology Beijing
Downloads 51 (842,450)

Abstract:

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DAS, Φ-OTDR, Transfer Learning, Active learning, Event classification, CNN