Prof. Qinghua Liu Profile

Prof. Qinghua Liu

at Guilin Univ of Electronic Technology

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Author

Publications (5)

Proceedings Article | 16 January 2024 Paper

Active noise control system based on the combined CNN-LSTM network

Rongzan Hu, Qinghua Liu

Proceedings Volume 12973, 129730C (2024) https://doi.org/10.1117/12.3015656

KEYWORDS: Interference (communication), Control systems, Education and training, Neural networks, Signal attenuation, Denoising, Data modeling, Tunable filters, Head, Signal processing

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Proceedings Article | 16 January 2024 Paper

GPR multi-frequency data fusion algorithm based on regional energy characteristics

Chen Lu, Qinghua Liu

Proceedings Volume 12973, 129730A (2024) https://doi.org/10.1117/12.3015645

KEYWORDS: Data fusion, General packet radio service, Bridges, Ground penetrating radar, Reflection, Genetic algorithms, Antennas, Windows, Silver, Radar

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Proceedings Article | 10 February 2023 Paper

Buried object detection from GPR images using improved U-net

Shihang Li, Qinghua Liu, Renjie Li

Proceedings Volume 12552, 125522B (2023) https://doi.org/10.1117/12.2667354

KEYWORDS: Object detection, Data modeling, Networks, Ground penetrating radar, Deep learning, Target detection, Roads, Convolutional neural networks

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Proceedings Article | 15 February 2022 Paper

Three-dimensional imaging of ground penetrating radar with total variation minimization

Chen Zhou, Qinghua Liu, Jiahui Yang, Caiqiu Zhu

Proceedings Volume 12166, 121661T (2022) https://doi.org/10.1117/12.2613539

KEYWORDS: Antennas, 3D image processing, Ground penetrating radar, Radar imaging, Refraction

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SPIE Journal Paper | 17 January 2022 Open Access

Buried target detection method for ground penetrating radar based on deep learning

Hui Wang, Shan Ouyang, Qinghua Liu, Kefei Liao, Lijun Zhou

JARS, Vol. 16, Issue 01, 018503, (January 2022) https://doi.org/10.1117/12.10.1117/1.JRS.16.018503

KEYWORDS: Target detection, General packet radio service, Detection and tracking algorithms, Feature extraction, Ground penetrating radar, Convolution, Data modeling, Image segmentation, Image processing, Image fusion

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