个人简介

性别：男                                            籍贯：湖北 宜昌

职称：讲师                                       Email: chencheng@ctgu.edu.cn

教育背景

2019/12－2024/06，西交利物浦大学，土木工程，博士

2017/09－2019/06，西交利物浦大学，土木工程，硕士

2012/09－2016/06，合肥工业大学，土木工程，学士

工作履历

2024/08-至今，三峡大学，土木与建筑学院，讲师

主要研究方向

[1] 地质灾害和滑坡易发性评估

[2] 遥感影像分割与信息提取

学术兼职

[1] IEEE Transactions on Neural Networks and Learning Systems, Geomatics, Natural Hazards & Risk, International Journal of Pavement Engineering, Remote Sensing等期刊审稿人.

学术成果

代表性学术论文：

[1] Chen C, Fan L. An attribution deep learning interpretation model for landslide susceptibility mapping in the Three Gorges Reservoir Area[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023. [SCI]

[2] Chen C, Fan L. Selection of contributing factors for predicting landslide susceptibility using machine learning and deep learning models[J]. Stochastic Environmental Research and Risk Assessment, 2023: 1-26. [SCI]

[3] Chen C, Seo H. Prediction of rock mass class ahead of TBM excavation face by ML and DL algorithms with Bayesian TPE optimization and SHAP feature analysis[J]. Acta Geotechnica, 2023, 18(7): 3825-3848. [SCI]

[4] Seo H, Raut AD, Chen C, Zhang C. Multi-Label Classification and Automatic Damage Detection of Masonry Heritage Building through CNN Analysis of Infrared Thermal Imaging[J]. Remote Sensing, 2023, 15(10): 2517. [SCI]

[5] Chandra S, AlMansoor K, Chen C, Shi Y, Seo H. Deep learning based infrared thermal image analysis of complex pavement defect conditions considering seasonal effect[J]. Sensors, 2022, 22(23): 9365. [SCI]

[6] Chen C, Seo H, Zhao Y. A novel pavement transverse cracks detection model using WT-CNN and STFT-CNN for smartphone data analysis[J]. International Journal of Pavement Engineering, 2022, 23(12): 4372-4384. [SCI]

[7] Chen C, Seo H, Jun CH, Zhao Y. A potential crack region method to detect crack using image processing of multiple thresholding[J]. Signal, Image and Video Processing, 2022, 16(6): 1673-1681. [SCI]

[8] Chen C, Chandra S, Seo H. Automatic pavement defect detection and classification using RGB-thermal images based on hierarchical residual attention network[J]. Sensors, 2022, 22(15): 5781. [SCI]

[9] Seo H, Zhao Y, Chen C. Displacement Mapping of Point Clouds for Retaining Structure Considering Shape of Sheet Pile and Soil Fall Effects during Excavation[J]. Journal of Geotechnical and Geoenvironmental Engineering, 2022, 148(5): 04022016. [SCI]

[10] Zhao Y, Seo H, Chen C. Displacement analysis of point cloud removed ground collapse effect in SMW by CANUPO machine learning algorithm[J]. Journal of Civil Structural Health Monitoring, 2022, 12(2): 447-463. [SCI]

[11] Zhao Y, Han Y, Chen C, Seo H. Crack detection in frozen soils using infrared thermographic camera[J]. Sensors, 2022, 22(3): 885. [SCI]

[12] Chen C, Chandra S, Han Y, Seo H. Deep learning-based thermal image analysis for pavement defect detection and classification considering complex pavement conditions[J]. Remote Sensing, 2021, 14(1): 106. [SCI]

[13] Seo H, Zhao Y, Chen C. Displacement estimation error in laser scanning monitoring of retaining structures considering roughness[J]. Sensors, 2021, 21(21): 7370. [SCI]

[14] Zhao Y, Seo H, Chen C. Displacement mapping of point clouds: Application of retaining structures composed of sheet piles[J]. Journal of Civil Structural Health Monitoring, 2021, 11(4): 915-930. [SCI]

[15] Chen C, Seo H, Jun CH, Zhao Y. Pavement crack detection and classification based on fusion feature of LBP and PCA with SVM[J]. International Journal of Pavement Engineering, 2021. [SCI]