杨晓梅

副教授

专业：自动化

方向：检测技术与装置、医学成像，电能质量数据智能分析，深度学习

Email：yangxiaomei@scu.edu.cn

电话：028-85466818

    期刊论文：

[1]. Wen Xu;Xiaomei Yang*;Kai Liu;Qiaoyu Tian;Jin Xu.Rosette Trajectories for Fast MRI Based on an Adaptive Reconstruction Method. IEEE Access, Nov, 9(3): 35164-35177, 2021

[2]. Yang Wang;Xiaolong Jiang;Xiaorong Xie;Xiaomei Yang;Xianyong Xiao，“Identifying Sources of Subsynchronous Resonance Using Wide-Area Phasor Measurements”，accepted to IEEE Transactions on Power Delivery.

[3]. Xiaomei Yang, Jianing Zhang, Xiaorong Xie, , Xianyong Xiao, Bo Gao, and Yang Wang*, " Interpolated DFT-based Identification of Sub-Synchronous Oscillation Parameters using Synchrophasor Data", IEEE Transactions on Smart Grid, Nov, 11(3): 2662-2675, 2020

[4]. Ying Wang, Hong Lu, Xianyong Xiao, Xiaomei Yang, Wenhai Zhang,  Cable incipient fault identification using restricted Boltzmann machine and stacked autoencoder,  IET Generation, Transmission & Distribution, Vol, 14(7): 1242 – 1250, 2020.

[5]. Chen Wang, Xiaomei Yang, Shaomin Fei, Kai Zhou , Xiaofeng Gong, Miao Du, Ruisen Luo, "Scalar Quantization as Sparse Least Square Optimization". IEEE Transactions on Pattern Analysis & Machine Intelligence, 2019，14(8):1-13.

[6]. Xiaomei Yang，Wen Xu, Ruisen Luo, Xiujuan Zheng∗, and Kai Liu, " Robustly reconstructing magnetic resonance images via structure decomposition", Magnetic Resonance Imaging, 57, 165-175, 2019.

[7]. Xiaomei Yang, Jiawei Zhang, Yanan Liu, Xiujuan Zheng∗, and Kai Liu, "Super-resolution image reconstruction using fractional-order total variation and adaptive regularization parameters", The visual computer, 35:1755–1768, 2019

[8]. Kai Liu, Jianwen Song, Daniel L. Lau, Xiujuan Zheng, Ce Zhu, and Xiaomei Yang *, " Reconstructing 3D point clouds in real time with look-up tables for structured light scanning along both horizontal and vertical directions", Optics Letters, 44(25): 6029-6032,2019.

[9]. Xiujuan Zheng, Zhanheng Li, Xinyi Chun, Xiaomei Yang∗,and Kai Liu. " A model-based method with geometric solutions for gaze correction in eye-tracking", Mathematical Biosciences and Engineering, 17(2):1396-1412, 2019.

[10]. Jiaying Deng, Wenhai Zhang, and Xiaomei Yang *, " Recognition and Classification of Incipient Cable Failures Based on Variational Mode Decomposition and a Convolutional Neural Network", Energies 12, 2005, 2019.

[11]. Ning Liu, Bo Fan, Xianyong Xiao, and Xiaomei Yang *, "Cable Incipient Fault Identification with a Sparse Autoencoder and a Deep Belief Network", Energies 12(18), 3424, 2019.

[12]. Ruisen Luo, Qian Feng, Chen Wang*, Xiaomei Yang, Haiyan Tu, Qin Yu, Shaomin Fei, and Xiaofeng Gong, "Feature Learning with a Divergence-Encouraging Autoencoder for Imbalanced Data Classification", IEEE Access, 2018, 6: 70197-70211

[13]. Xiaomei Yang, Y. W. Luo, S. J. Chen, X. J. Zhen, Q. Yu, K. Liu∗, "Dynamic MRI reconstruction from highly undersampled (k, t)-space data using weighted Schatten p-norm regularizer of tensor", Magnetic Resonance Imaging, 37, 260-272, 2017.

[14]. Y. Inoue, Xiaomei Yang, M. Nagao, H. Higashino, K. Hosokawa, etc. "Peri-infarct dysfunction in post-myocardial infarction: assessment of 3-T tagged and late enhancement MRI", European Radiology, 20(5), 1139-1148, 2010.

[15]. K Murase, S Miyazaki and X Yang , "An Efficient Method for Calculating Kinetic Parameters in Dual-Input Single-Compartment Model",British Journal of Radiology, 80(953), 371-375, 2007.

[16]. Xiaomei Yang, T. Soma, K. Murase, "Phase Mutual Information for MRI and PET Image Registration: Parameter Selection of Log-Gabor Filter",Japanese Journal of Medical Physics, 27(3), 117-128, 2008.

[17]. K. Yoshida, T. Nagao, K. Okada, S. Miyazaki, Xiaomei Yang, Y. Yamazaki, K. Murase. "Development of a system for measuring wall shear stress in blood vessels using magnetic resonance imaging and computational fluid dynamics". Japanese Journal of Medical Physics, 27(3), 136-149, 2008.

[18]. K. Murase, W. Mukai, S. Fukami, K. Matsumoto and Xiaomei Yang , "Performance of Model Observers for Lesion Detection in SPECT Imaging"，Japanese Journal of medical physics, 26(3),108-117, 2006

[19]. N. Tanki, K. Murase, M. Kumashiro, R. Momoi, Xiaomei Yang , T. Tabuchi, M. Nagayama, and Y. Watanabe, "Quantification of Left Ventricular Volumes from Cardiac Cine MRI Using Active Contour Model Combined with Gradient Vector Flow"，Magnetic Resonance in Medical Science. 4(4), 191-196, 2005