期刊论文
[33]. Kang Yang, Reza Shoja Ghiass, Akam M. Omer, Xavier Maldague, Jianqiao Meng, and Yuxia Duan*. Enhancing thermal facial recognition leveraging large datasets and hybrid algorithms. Accepted by Quantitative InfraRed Thermography Journal.
[32]. Siyan Zhang, Akam Omer, Ning Tao, Stefano Sfarra, Hai Zhang, Xavier Maldague, Cunlin Zhang, Jianqiao Meng, and Yuxia Duan*. Swin transformer neural network based on multi-dimensional features for defect depth prediction. Infrared Physics & Technology 139, 105288 (2024).
[32]. Bingyang Han, Chen Jiang, Akam Omer, Kamyar Othman Hamad, Tiantian Shao, Li He, Xia Ding, Hai Zhang, Junwei Fu, Jianqiao Meng, and Yuxia Duan*. A generic time-frequency analysis-based signal processing and imaging approach for air-coupled ultrasonic testing. NDT & E International 144, 103101 (2024).
[30]. Bingyang Han, Akam M.Omer, Tiantian Shao, Li He, Xia Ding, Zhengyi Long, Junwei Fu, Hai Zhang and Yuxia Duan*. A quantitative review of air-coupled ultrasonic Lamb wave analysis based on signal transformations. Russian Journal of Nondestructive Testing 60, 157 (2024).
[29]. Wang Zheng#, Siyan Zhang#, Akam M. Omer, Zhuoqiao Wu, Ning Tao, Cunlin Zhang, Dazhi Yang, Hai Zhang, Qiang Fang, Xavier Maldague, Jianqiao Meng, and Yuxia Duan*.A novel approach for one-step defect detection and depth estimation using sequenced thermal signal encoding. Accepted by Nondestructive Testing and Evaluation.
[28]. Hongjin Wang*, Yuejun Hou, Yunze He, Can Wen, Benjamin Giron-Palomares, Yuxia Duan, Bin Gao, Vladimir P. Vavilov, and Yaonan Wang. A Physical-Constrained Decomposition Method of Infrared Thermography: Pseudo Restored Heat Flux Approach Based on Ensemble Bayesian Variance Tensor Fraction. IEEE Transactions on Industrial Informatics 20, 3413 (2024).
[27]. Siyu Xiang, Akam M. Omer, Mingjun Li, Dazhi Yang, Ahmad Osman, Bingyang Han, Zhenze Gao, Hongbo Hu, Clemente Ibarra-Castanedo, Xavier Maldague, Qiang Fang, Stefano Sfarra, Hai Zhang, and Yuxia Duan*. A reliability study on automated defect assessment in optical pulsed thermography. Infrared Physics & Technology 134, 104878 (2023).
[26]. Yuxia Duan*, Tiantian Shao, Yuntao Tao, Hongbo Hu, Bingyang Han, Jingwen Cui, Kang Yang, Stefano Sfarra, Fabrizio Sarasini, Carlo Santulli, Ahmad Osman, Andrea Mross, Mingli Zhang, Dazhi Yang, Hai Zhang*. Automatic Air-Coupled Ultrasound Detection of Impact Damages in Fiber-Reinforced Composites Based on One-Dimension Deep Learning Models. Journal of Nondestructive Evaluation 42, 79 (2023).
[25]. Zhiyang Zhang, Hai Zhang*, Jue Hu, Stefano Sfarra, Miranda Mostacci, Yang Wang, Dazhi Yang, Xavier Maldague, Dongmei Niu, Yuxia Duan*. Defect detection: An improved YOLOX network applied to a replica of “The Birth of Venus” by Botticelli. Journal of Cultural Heritage 62, 404 (2023).
[24]. Xiaobiao Dai, Junping Hu, Chunlei Luo, Houcine Zerfa, Hai Zhang, Yuxia Duan*. NIRPed: A Novel Benchmark for Nighttime Pedestrian and Its Distance Joint Detection. IEEE Transactions on Intelligent Transportation Systems 24, 6932 (2023).
[23]. Qiang Fang*, Clemente Ibarra-Castanedo, Iván Garrido, Yuxia Duan, and Xavier Maldague*. Automatic Detection and Identification of Defects by Deep Learning Algorithms from Pulsed Thermography Data. Sensors 23, 4444 (2023).
[22]. Ahmad Osman, Yuxia Duan, and Valerie Kaftandjian, Applied Artificial Intelligence in NDE, Handbook of Nondestructive Evaluation 4.0: 443-476, 2022. Springer, Cham. ISNB 978-3-030-73205-9, 978-3-030-73206-6 (eBook).
[21]. Yuntao Tao, Caiqi Hu, Hai Zhang, Ahmad Osman, Clemente Ibarra-Castanedo, Qiang Fang, Stefano Sfarra, Xiaobiao Dai, Xavier Maldague, Yuxia Duan*. Automated defect detection in non-planar objects using deep learning algorithms. Journal of Nondestructive Evaluation 41, 14 (2022).
[20]. Jue Hu, Hai Zhang, S. Sfarra, E. Pivarčiová, Y. Yao, Yuxia Duan, C. Ibarra-Castanedo, Guiyun Tian, X. Maldague. Autonomous dynamic line-scan continuous-wave terahertz non-destructive inspection system combined with unsupervised exposure fusion. NDT & E International 132, 102705 (2022).
[19]. Weiqi Li, Keqing Huang (共同一作), Jianhui Chang, Caiqi Hu, Caoyu Long, Hai Zhang, Xavier Maldague, Biao Liu, Jianqiao Meng, Yuxia Duan*, JunliangYang*, Sparkling hot spots in perovskite solar cells under reverse bias. ChemPhysMaster 1, 71 (2022).
[18]. Xiaobiao Dai, Junping Hu*, Hongmei Zhang, Abubakar Shitu, Chunlei Luo, Ahmad Osman, Stefano Sfarra, Yuxia Duan*. Multi-task faster R-CNN for nighttime pedestrian detection and distance estimation. Infrared Physics and Technology 115, 103694 (2021).
[17]. Qiang Fang*, Clemente Ibarra‐Castanedo, Yuxia Duan, Jorge Erazo-Aux, Iván Garrido & Xavier Maldague*. Defect Enhancement and Image Noise Reduction Analysis Using Partial Least Square-Generative Adversarial Networks (PLS-GANs) in Thermographic Nondestructive Evaluation. Journal of Nondestructive Evaluation 40, 92 (2021).
[16]. Yuan Y.-H.#, Duan Y.-X.# (共同一作), Rusz J., Zhang C., Song J.-J., Wu Q.-Y., Sassa Y., Tjernberg O., Månsson M., Berntsen M.H., Wu F.-Y., Liu S.-Y.a, Durakiewicz T., Meng J.-Q.* Angle-resolved photoemission spectroscopy view on the nature of Ce 4f electrons in the antiferromagnetic Kondo lattice CePd5Al2. Physical Review B 103, 125122 (2021).
[15]. Yuan Y.#, Duan Y.# (共同一作), Wang Z., Sun J.* Filamentary superconductivity in wrinkled PtSe2. Journal of Physics D: Applied Physics 54, 215302 (2021).
[14]. Zhu, S.-X., Zhang, C., Wu, Q.-Y., Tang, X.-F., Liu, H., Liu, Z.-T., Luo, Y., Song, J.-J., Liu, H.Y., Duan, Y.-X., Meng, J.-Q. Temperature evolution of quasiparticle dispersion and dynamics in semimetallic 1T-TiTe2 via high-resolution angle-resolved photoemission spectroscopy and ultrafast optical pump-probe spectroscopy. Physical Review B 103, 115108 (2021).
[13]. Xu, J., Wang, H.*, Duan, Y.*, He, Y., Chen, S., Zhang, Z. Terahertz imaging and vibro-thermography for impact response in carbon fiber reinforced plastics. Infrared Physics and Technology 109, 103413 (2020).
[12]. Fang, Q., Nguyen, B.D., Ibarra Castanedo, C., Duan, Y., Maldague, X. Automatic defect detection in infrared thermography by deep learning algorithm. Proc. SPIE 11409, The International Society for Optical Engineering XLII, 114090T (2020).
[11]. Yang Luo, Chen Zhang, Qi-Yi Wu, Fan-Ying Wu, Jiao-Jiao Song, W. Xia, Yanfeng Guo, J. An Rusz, Peter M. Oppeneer, Tomasz Durakiewicz, Yin-Zou Zhao, Hao Liu, Shuang-Xing Zhu, Ya-Hua Yuan, Xiao-Fang Tang, Jun He, Shi-Yong Tan, Y. B. Huang, Zhe Sun, Yi Liu, H. Y. Liu, Yu-Xia Duan and Jian-Qiao Meng, Three-dimensional and temperature-dependent electronic structure of the heavy-fermion compound CePt2In7 studied by angle-resolved photoemission spectroscopy, Physical Review B 101, 115129 (2020).
[10]. Caiqi Hu, Yuxia Duan*, Shicai Liu, Yiqian Yan, Ning Tao, Ahmad Osman, Clemente Ibarra-Castanedo, Stefano Sfarra, Dapeng Chen, Cunlin Zhang. “LSTM-RNN-based defect classification in honeycomb structures using infrared thermography”. Infrared Physics and Technology 102, 103032 (2019).
[9]. Yu-Xia Duan, Cheng Zhang, Ján Rusz, Peter M. Oppeneer, Tomasz Durakiewicz, Yasmine Sassa, Oscar Tjernberg, Martin Månsson, Magnus H. Berntsen, Fan-Ying Wu, Yin-Zou Zhao, Jiao-Jiao Song, Qi-Yi Wu, Yang Luo, Eric D. Bauer, Joe D. Thompson, and Jian-Qiao Meng. “Crystal electric field splitting and f -electron hybridization in heavy-fermion CePt2In7”. Physical Review B 100, 125141 (2019).
[8]. Yuxia Duan*, Shicai Liu , Caiqi Hu, Junqi Hu, Hai Zhang*, Yiqian Yan, Ning Tao, Cunlin Zhang, Xavier Maldague, Qiang Fang, Clemente Ibarra-Castanedo, Dapeng Chen, Xiaoli Li, AND Jianqiao Meng. “Automated defect classification in infrared thermography based on a neural network”. NDT and E International 107, 102147 (2019).
[7]. Yuxia Duan, Hai Zhang*, Stefano Sfarra, Nicolas P. Avdelidis, Theodoros H. Loutas, George Sotiriadis, Vassilis Kostopoulos, Henrique Fernandes, Florian Ion Petrescu, Clemente Ibarra-Castanedo, and Xavier P.V. Maldague. “On the Use of Infrared Thermography and Acousto—Ultrasonics NDT Techniques for Ceramic-Coated Sandwich Structures”. Energies 12, 2537 (2019).
[6]. Tang, X.-F., Duan, Y.-X., Wu, F.-Y., Liu, S.-Y., Zhang, C., Zhao, Y.-Z., Song, J.-J., Luo, Y., Wu, Q.-Y., He, J., Liu, H.Y., Xu, W., Meng, J.-Q. “Three-dimensional Fermi surface and electron-phonon coupling in semimetallic 1T - TiTe2 studied by angle-resolved photoemission spectroscopy”. Physical Review B 99, 125112 (2019).
[5]. Yuxia Duan∗, Hai Zhang, Xavier P.V. Maldague, Clemente Ibarra-Castanedo, Pierre Servais, Marc Genest, Stefano Sfarra, Jianqiao Meng, “Reliability assessment of pulsed thermography and ultrasonic testing for impact damage of CFRP panels”. NDT and E International 102, 77 (2019).
[4]. Xiaobiao Dai, Yuxia Duan*, Junping Hu*, Shicai Liu, Caiqi Hu, Yunze He, Dapeng Chen, Chunlei Luo, Jianqiao Meng. “Near infrared nighttime road pedestrians recognition based on convolutional neural network”. Infrared Physics and Technology 97, 5 (2019).
[3]. Zhang, H.*, Sfarra, S., Genest, M., Ibarra-Castanedo, C., Duan, Y., Fernandes, H., Avdelidis, N.P., Maldague, X.P.V., “A Comparative Study of Enhanced Infrared Image Processing for Foreign Object Detection in Lightweight Composite Honeycomb Structures”. International Journal of Thermophysics 39, 140 (2018).
[2]. Zhang, H.*, Sfarra, S., Sarasini, F., Ibarra-Castanedo, C., Perilli, S., Fernandes, H., Duan, Y., Peeters, J., Avdelidis, N.P., Maldague, X., “Optical and mechanical excitation thermography for impact response in basalt-carbon hybrid fiber-reinforced composite laminates”. IEEE Transactions on Industrial Informatics 14, 514 (2018).
[1]. Zhang, H.*, Sfarra, S., Saluja, K., Peeters, J., Fleuret, J., Duan, Y., Fernandes, H., Avdelidis, N., Ibarra-Castanedo, C., Maldague, X., “Non-destructive Investigation of Paintings on Canvas by Continuous Wave Terahertz Imaging and Flash Thermography”. Journal of Nondestructive Evaluation 36, 34 (2017).
专利:
1. 段玉霞，胡偲琦，刘石财，戴小标，发明专利：一种基于深度学习的蜂窝复合材料缺陷分类方法，专利号：ZL 201910386093.9，授权公告日：2022年4月5日。
2. 王迅, 段玉霞, 金万平, 冯立春, 张存林, 发明专利：红外热波无损检测中提高吸收率和发射率的方法及装置，专利号：ZL 200510125666.0，授权公告日：2010年7月28日.