Submitted：
[3] Enhancing Surveillance in Parking Lots: A Thermal Infrared Approach to Human Action Recognition
Ruiqing Lin, Akam M.Omer, Kamyar Othman Hamad, Shuang Li, Hai Zhang, Zhihui Cheng, Stefano Sfarra, Jianqiao Meng, and Yuxia Duan*
[2] Deep-Optimal Leucorrhea Detection through Fluorescent Data Analysis
Shuang Li, Akam M. Omer, Kamyar Othman, Mauricio Fernandez, Ruiqing Lin, Jianghua Wen, Yanping Wang, Jingang Cai, Guangchao Guo, Yingying Wu, Fang Yi, Jianqiao Meng, Zhiqun Mao, and Yuxia Duan*
[1] STFT-CNN Enabled Quantitative Detection of Liquid ingress in Honeycomb Composites via Infrared Thermography
Hongbo Hu#, Xiaoyu Chen#, Ning Tao, Cunlin Zhang, Stefano Sfarra, Hai Zhang, Xavier Maldague, Hongjin Wang, Yunze He, Chuancun Shu, Jianqiao Meng, and Yuxia Duan*
Published & Accepted：
[41] A Semi-empiric Compensation Model for Defect Segmentation in Ultrasonic Thermographic Inspection of Coatings Based on a Chebyshev Series
Hongjin Wang, Can Wen, Yunze He*, Yuxia Duan, Bo Zhou, Shejuan Xie, Xianglong Liu, Zixian Xue, Zhiyi He, Jiazheng Wang, Pan Wang* & Yaonan Wang*
Accepted by Russian Journal of Nondestructive Testing
[40] Thermochromism and regulated infrared radiation of the Co-doped α-MoO3
Xuejun Zhang, Lianwen Deng, Yueen Chen, Huasheng Liang, Sain Bux Jamali, Sen Peng, Lei Ma, Pengkun Xia, Jun He, Shengxiang Huang, Yuxia Duan, and Xiaohui Gao*
Ceramics International 50, 34616 (2024)
[39] Attention-Enhanced U-Net for Automatic Crack Detection in Ancient Murals using Optical Pulsed Thermography
Jingwen Cui#, Ning Tao#, Akam M. Omer, Cunlin Zhang, Qunxi Zhang, Yirong Ma, Zhiyang Zhang, Dazhi Yang, Hai Zhang, Qiang Fang, Xavier Maldague, Stefano Sfarra, Xiaoyu Chen, Jianqiao Meng, and Yuxia Duan*
Journal of Cultural Heritage 70, 111 (2024)
[38] Automatic segmentation of microporous defects in composite film materials based on the improved attention
U-Net module
Zhiyang Zhang, Jue Hu, Rongbang Wang, Xueyan Chen, Dazhi Yang, Vladimir P. Vavilov, Yuxia Duan*, and Hai Zhang*
Accepted by Quantitative InfraRed Thermography Journal
[37] Enhancing thermal facial recognition leveraging large datasets and hybrid algorithms
Kang Yang, Reza Shoja Ghiass, Akam M. Omer, Xavier Maldague, Jianqiao Meng, and Yuxia Duan*
Accepted by Quantitative InfraRed Thermography Journal
[36] Swin transformer neural network based on multi-dimensional features for defect depth prediction
Siyan Zhang, Akam Omer, Ning Tao, Stefano Sfarra, Hai Zhang, Xavier Maldague, Cunlin Zhang, Jianqiao Meng, and Yuxia Duan*
Infrared Physics & Technology 139, 105288(2024)
[35] A generic time-frequency analysis-based signal processing and imaging approach for air-coupled ultrasonic testing
Bingyang Han, Chen Jiang, Akam Omer, Kamyar Othman Hamad, Tiantian Shao, Li He, Xia Ding, Hai Zhang, Junwei Fu, Jianqiao Meng, and Yuxia Duan*
NDT & E International 144, 103101 (2024).
[34] A quantitative review of air-coupled ultrasonic Lamb wave analysis based on signal transformations
Bingyang Han, Akam M.Omer, Tiantian Shao, Li He, Xia Ding, Zhengyi Long, Junwei Fu, Hai Zhang and Yuxia Duan*
Russian Journal of Nondestructive Testing 60, 157 (2024)
[33] A novel approach for one-step defect detection and depth estimation using sequenced thermal signal encoding
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*
Accepted by Nondestructive Testing and Evaluation
[32] A Physical-Constrained Decomposition Method of Infrared Thermography: Pseudo Restored Heat Flux Approach Based on Ensemble Bayesian Variance Tensor Fraction
Hongjin Wang*, Yuejun Hou, Yunze He, Can Wen, Benjamin Giron-Palomares, Yuxia Duan, Bin Gao, Vladimir P. Vavilov, and Yaonan Wang
IEEE Transactions on Industrial Informatics 20, 3413 (2024).
[31] A reliability study on automated defect assessment in optical pulsed thermography
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*
Infrared Physics & Technology 134, 104878 (2023).
[30] Automatic Air-Coupled Ultrasound Detection of Impact Damages in Fiber-Reinforced Composites Based on One-Dimension Deep Learning Models
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*
Journal of Nondestructive Evaluation 42, 79 (2023)
[29] Defect detection: An improved YOLOX network applied to a replica of “The Birth of Venus” by Botticelli
Zhiyang Zhang, Hai Zhang*, Jue Hu, Stefano Sfarra, Miranda Mostacci, Yang Wang, Dazhi Yang, Xavier Maldague, Dongmei Niu, Yuxia Duan*
Journal of Cultural Heritage 62, 404 (2023)
[28] NIRPed: A Novel Benchmark for Nighttime Pedestrian and Its Distance Joint Detection
Xiaobiao Dai, Junping Hu, Chunlei Luo, Houcine Zerfa, Hai Zhang, and Yuxia Duan*
IEEE Transactions on Intelligent Transportation Systems 24, 6932 (2023)
[27] Automatic Detection and Identification of Defects by Deep Learning Algorithms from Pulsed Thermography Data
Qiang Fang*, Clemente Ibarra-Castanedo, Iván Garrido, Yuxia Duan, and Xavier Maldague*
[26] Applied Artificial Intelligence in NDE, Handbook of Nondestructive Evaluation 4.0: 443-476 2022. Springer, Cham. ISNB 978-3-030-73205-9
Ahmad Osman*, Yuxia Duan, and Valerie Kaftandjian
https://doi.org/10.1007/978-3-030-73206-6_49
[25] Automated defect detection in non-planar objects using deep learning algorithms
Yuntao Tao, Caiqi Hu, Hai Zhang, Ahmad Osman, Clemente Ibarra-Castanedo, Qiang Fang, Stefano Sfarra, Xiaobiao Dai, Xavier Maldague, and Yuxia Duan*
Journal of Nondestructive Evaluation 41, 14 (2022).
[24] Autonomous dynamic line-scan continuous-wave terahertz non-destructive inspection system combined with unsupervised exposure fusion
Jue Hu, Hai Zhang, S. Sfarra, E. Pivarčiová, Y. Yao, Yuxia Duan, C. Ibarra-Castanedo, Guiyun Tian, and X. Maldague
NDT & E International 132, 102705 (2022).
[23] Sparkling hot spots in perovskite solar cells under reverse bias
Weiqi Li#, Keqing Huang#, Jianhui Chang, Caiqi Hu, Caoyu Long, Hai Zhang, Xavier Maldague, Biao Liu, Jianqiao Meng, Yuxia Duan*, and Junliang Yang*
[22] Accelerating CO2 Electroreduction to Multicarbon Products via Synergistic Electric–Thermal Field on Copper Nanoneedles
Baopeng Yang, Kang Liu, HuangJingWei Li, Changxu Liu, Junwei Fu, Hongmei Li, Jianan Erick Huang, Pengfei Ou, Tartela Alkayyali, Chao Cai, Yuxia Duan, Hui Liu, Pengda An, Ning Zhang, Wenzhang Li, Xiaoqing Qiu, Chuankun Jia, Junhua Hu, Liyuan Chai, Zhang Lin, Yongli Gao, Masahiro Miyauchi, Emiliano Cortés, Stefan A. Maier*, and Min Liu*
J. Am. Chem. Soc. 144, 3039 (2022)
[21] Multi-task faster R-CNN for nighttime pedestrian detection and distance estimation
Xiaobiao Dai, Junping Hu*, Hongmei Zhang, Abubakar Shitu, Chunlei Luo, Ahmad Osman, Stefano Sfarra, and Yuxia Duan*
Infrared Physics & Technology 115, 103694 (2021).
[20] Defect Enhancement and Image Noise Reduction Analysis Using Partial Least Square-Generative Adversarial Networks (PLS-GANs) in Thermographic Nondestructive Evaluation
Qiang Fang*, Clemente Ibarra‐Castanedo, Yuxia Duan, Jorge Erazo-Aux, Iván Garrido & Xavier Maldague*
Journal of Nondestructive Evaluation 40, 92 (2021)
[19] Angle-resolved photoemission spectroscopy view on the nature of Ce 4f-electrons in the antiferromagnetic Kondo lattice CePd5Al2
Ya-Hua Yuan#, Yu-Xia Duan#, Jan Rusz, Chen Zhang, Jiao-Jiao Song, Qi-Yi Wu, Yasmine Sassa, Oscar Tjernberg, Martin Mansson, Magnus H. Berntsen, Fan-Ying Wu, Shu-Yu Liu, Hao Liu, Shuang-Xing Zhu, Zi-Teng Liu, Yin-Zou Zhao, P. H. Tobash, Eric D. Bauer, Joe D. Thompson, Peter M. Oppeneer, Tomasz Durakiewicz, and Jian-Qiao Meng*
Phys. Rev. B 103, 125122 (2021).
[18] Filamentary superconductivity in wrinkled PtSe2
Yahua Yuan#, Yuxia Duan#, Zhongwang Wang, and Jian Sun*
J. Phys. D: Appl. Phys. 54, 215302 (2021).
[17] Temperature evolution of quasiparticle dispersion and dynamics in semimetallic 1T-TiTe2 via high-resolution angle-resolved photoemission spectroscopy and ultrafast optical pump-probe spectroscopy
Shuang-Xing Zhu, Chen Zhang, Qi-Yi Wu, Xiao-Fang Tang, Hao Liu, Zi-Teng Liu, Yang Luo, Jiao-Jiao Song, Fan-Ying Wu, Yin-Zou Zhao, Shu-Yu Liu, Tian Le, Xin Lu, He Ma, Kai-Hui Liu, Ya-Hua Yuan, Han Huang, Jun He, H. Y. Liu, Yu-Xia Duan, and Jian-Qiao Meng*
Phys. Rev. B 103, 115108 (2021).
[16] Terahertz imaging and vibro-thermography for impact response in carbon fiber reinforced plastics
Jian Xu, Hongjin Wang*, Yuxia Duan*, Yunze He, Sheng Chen, Zhenwei Zhang
Infrared Physics & Technology 109, 103413 (2020).
[15] Automatic defect detection in infrared thermography by deep learning algorithm
Qiang Fang, Ba Diep Nguyen, Clemente Ibarra Castanedo, Yuxia Duan, and Xavier Maldague
Proc. SPIE 11409, Thermosense: Thermal Infrared Applications XLII, 114090T (2020)
[14] Three-dimensional and temperature-dependent electronic structure of the heavy-fermion compound CePt2In7 studied by angle-resolved photoemission spectroscopy
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*
Phys. Rev. B 101, 115129 (2020).
[13] LSTM-RNN-based defect classification in honeycomb structures using infrared thermography
Caiqi Hu, Yuxia Duan*, Shicai Liu, Yiqian Yan, Ning Tao, Ahmad Osman, Clemente Ibarra-Castanedo, Stefano Sfarra, Dapeng Chen, and Cunlin Zhang
Infrared Physics & Technology 102, 103032 (2019).
[12] Automated defect classification in infrared thermography based on a neural network
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
NDT & E International 107, 102147 (2019).
[11] On the Use of Infrared Thermography and Acousto-Ultrasonics NDT Techniques for Ceramic-Coated Sandwich Structures
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 Maldague
[10] Near infrared nighttime road pedestrians recognition based on convolutional neural network
Xiaobiao Dai, Yuxia Duan*, Junping Hu*, Shicai Liu, Caiqi Hu, Yunze He, Dapeng Chen, Chunlei Luo, and Jianqiao Meng
Infrared Physics & Technology 97, 25 (2019).
[9] Reliability assessment of pulsed thermography and ultrasonic testing for impact damage of CFRP panels
Yuxia Duan*, Hai Zhang, Xavier Maldague, Clemente Ibarra-Castanedo, Pierre Servais, Marc Genest, Stefano Sfarra, and Jianqiao Meng
NDT & E International 102, 77 (2019).
[8] Crystal electric field splitting and f-electron hybridization in heavy-fermion CePt2In7
Yu-Xia Duan, Chen Zhang, Jan Rusz, Peter M. Oppeneer, Tomasz Durakiewicz, Yasmine Sassa, Oscar Tjernberg, Martin Mansson, 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*
Phys. Rev. B 100, 085141 (2019).
[7] Exciton-phonon and exciton-exciton interactions in GaAs by time-resolved optical reflectivity
Xu-Chen Nie, Hai-Yun Liu,* Xiu Zhang, Cong-Ying Jiang, Shi-Zhong Zhao, Quan-Ping Zhao, Fan Li, Lili Yue, Jian-Qiao Meng, Yu-Xia Duan, and Shi-Bing Liu*
Results in Physics 12, 1089 (2019).
[6] Ultrafast hot carrier dynamics of ZrTe5 from time-resolved optical reflectivity
Xiu Zhang, Hai-Ying Song, X. C. Nie, Shi-Bing Liu, Yang Wang, Cong-Ying Jiang, Shi-Zhong Zhao, Genfu Chen, Jian-Qiao Meng, Yu-Xia Duan, and H. Y. Liu*
Phys. Rev. B 99, 125141 (2019).
[5] Three-dimensional Fermi surface and electron-phonon coupling in semimetallic 1T-TiTe2 studied by angle-resolved photoemission spectroscopy
Xiao-Fang Tang, Yu-Xia Duan, Fan-Ying Wu, Shu-Yu Liu, Chen Zhang, Yin-Zou Zhao, Jiao-Jiao Song, Yang Luo, Qi-Yi Wu, Jun He, H. Y. Liu, Wen Xu,* and Jian-Qiao Meng*
Phys. Rev. B 99, 125112 (2019).
[4] A Comparative Study of Enhanced Infrared Image Processing for Foreign Object Detection in Lightweight Composite Honeycomb Structures
Hai Zhang, Stefano Sfarra, Marc Genest, Clemente Ibarra-Castanedo, Yuxia Duan, Henrique Fernandes, Nicolas P. Avdelidis, and Xavier Maldague
International Journal of Thermophysics 39, 140 (2018).
[3] Optical and mechanical excitation thermography for impact response in basalt-carbon hybrid fiber-reinforced composite laminates
Hai Zhang*, Stefano Sfarra; Fabrizio Sarasini; Clemente Ibarra-Castanedo; Stefano Perilli; Henrique Fernandes; Yuxia Duan, Jeroen Peeters, Nicolas P. Avdelidis, and Xavier Maldague
IEEE Transactions on Industrial Informatics 14, 514 (2018).
[2] Non-destructive Investigation of Paintings on Canvas by Continuous Wave Terahertz Imaging and Flash Thermography
Hai Zhang*, Stefano Sfarra, Karan Saluja, Jeroen Peeters, Julien Fleuret, Yuxia Duan, Henrique Fernandes, Nicolas Avdelidis, Clemente Ibarra-Castanedo, and Xavier Maldague
Journal of Nondestructive Evaluation 36, 34 (2017).
[1] High harmonic generation driven by intense ultrashort laser pulse obliquely impinging laminar grating target surface
Yang Wang, Hai-Ying Song*, H. Y. Liu, Shi-Bing Liu*, Jian-Qiao Meng, and Yu-Xia Duan