Jianying Jiang

Distributed Optical Fiber Sensing Intrusion Pattern Recognition Based on GAF and CNN

Chengang Lyu, Ziqiang Huo, Xin Cheng et al. · Journal of Lightwave Technology · 2020 · 136 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +16

Robust Intrusion Events Recognition Methodology for Distributed Optical Fiber Sensing Perimeter Security System

Chengang Lyu, Ziqiang Huo, Yage Liu et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 42 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +24

Abnormal events detection based on RP and inception network using distributed optical fiber perimeter system

Chengang Lyu, Jianying Jiang, Baihua Li et al. · Optics and Lasers in Engineering · 2020 · 40 citations

Inception Network, Signal Processing, Anomaly Detection +1

Open-Set Events Identification Based on Deep Metric-Learning for DMZI Perimeter System

Chengang Lyu, Jianying Jiang, Ziqiang Huo · IEEE Sensors Journal · 2020 · 18 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +20