Rencheng Song

Publications

122 journal papers, sorted by year. Synced from Google Scholar and grouped into three research areas.

  1. 2026
    Svc 2026: the second multimodal deception detection challenge and the first domain generalized remote physiological measurement challenge
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2026
    Vision sensing 5 citationscheck
  2. 2026
    A Physics-Constrained Neural Network for Electromagnetic Inverse Scattering Imaging
    IEEE Transactions on Geoscience and Remote Sensing 64, 1-9, 2026
    EM sensing 1 citations
  3. 2026
    A traceable uncertainty propagation framework for multi-frame super-resolution reconstruction based on subpixel displacement sequences
    Optics & Laser Technology 193, 114293: p. 2026
    Multimodal & physics-driven 1 citations
  4. 2026
    HRVFusion: Video-based Long-Term Heart Rate Variability Measurement with Conditional Diffusion Models
    IEEE Transactions on Multimedia, 2026
    Vision sensing 1 citations
  5. 2026
    Adaptive Kinematic Masking for Urban Human Activity Recognition Using UWB Radar: A Sim2Real Approach
    Guo, Yuchao., Naike. Du, Rencheng. Song, and Xiuzhu. Ye
    IEEE Signal Processing Letters, 2026
    Vision sensing check
  6. 2026
    Adaptive Physical-Facial Representation Fusion via Subject-Invariant Cross-Modal Prompt Tuning for Video-Based Emotion Recognition
    arXiv preprint arXiv:2605.05694, 2026
    Vision sensing check
  7. 2026
    An open-set learning framework for EEG-based sleep stage classification
    Feng, Q., C. Li, H. Peng, H. Qiao, R. Song, and X. Chen
    Journal of Neural Engineering
    Multimodal & physics-driven check
  8. 2026
    Dynamic uncertainty evaluation of axial displacement of optical scanning coordinate measuring machine based on neural network
    Ding, Yinye., Chen. Wenhao, Zeyu. Yang, Rencheng. Song, Jin. Zhang, Weishi. Li, and Haojie. Xia
    Measurement Science and Technology, 2026
    Multimodal & physics-driven check
  9. 2026
    FCUS-rPPG: A Fast-Converging Unsupervised Framework for Remote Photoplethysmography via Gradient Oscillation Suppression
    arXiv preprint arXiv:2606.03050, 2026
    Vision sensing
  10. 2026
    Personalized Federated Learning with Mixture of Experts for EEG-Based Seizure Prediction
    Zhao, Y., C. Li, Y. Wang, R. Song, X. Liu, R. Qian, and X. Chen
    IEEE Internet of Things Journal
    Multimodal & physics-driven check
  11. 2026
    Physics-Driven Electromagnetic Inverse Scattering With Limited-Aperture Measurements
    IEEE Transactions on Microwave Theory and Techniques, 2026
    EM sensing
  12. 2026
    Uncertainty as Risk: A Plug-and-Play Evidence-Guided Framework with Error-Aligned Calibration for Medical Image Segmentation
    Xing, Chaojie., Haolin. Zhan, Rencheng. Song, and Yu. Liu
    Medical Image Analysis, 104291: p. 2026
    Multimodal & physics-driven check
  13. 2026
    Uncertainty-Guided Evidential Deep Learning Schemes in Full-Wave Inverse Scattering Problems
    Li, Tingyu., Rencheng. Song, and Xiuzhu. Ye
    2026 IEEE International Conference on Computational Electromagnetics (ICCEM …, 2026
    EM sensing check
  14. 2026
    Video-based cardiopulmonary coupling measurement: A feasibility study
    Intelligent Sports and Health 2 (1), 13-23, 2026
    Vision sensing
  15. 2025
    Measurement uncertainty evaluation with small samples: A review and prospect
    Measurement, 119031: p. 2025
    Multimodal & physics-driven 13 citations
  16. 2025
    Uncertainty-guided Fourier-based domain generalization for seizure prediction
    Expert Systems with Applications 268, 126286: p. 2025
    Multimodal & physics-driven 10 citations
  17. 2025
    Meta-learning-assisted untrained neural network for electromagnetic inverse scattering problems
    IEEE Transactions on Antennas and Propagation 73 (4), 2548-2560, 2025
    EM sensing 8 citations
  18. 2025
    Uncertainty Quantification and Calibration in Full-Wave Inverse Scattering Problems With Evidential Neural Networks
    IEEE Transactions on Microwave Theory and Techniques 73 (9), 6304 -, 6316: p. 2025
    EM sensing 7 citations
  19. 2025
    Video-based heart rate estimation with spectrogram signal quality ranking and fusion
    Biomedical Signal Processing and Control 100, 107094: p. 2025
    Vision sensing 7 citations
  20. 2025
    Lst-rppg: A long-range spatio-temporal model for high-accuracy heart rate variability measurement
    Expert Systems with Applications, 129526: p. 2025
    Vision sensing 6 citations
  21. 2025
    Dynamic modeling and measurement uncertainty evaluation of the nonlinear piezoelectric impulse drive system with small samples
    IEEE Transactions on Instrumentation and Measurement 74, 1-11, 2025
    Multimodal & physics-driven 5 citations
  22. 2025
    A Model for Quantifying and Propagating Uncertainty of Precise Time Measurement System With Tapped-Delay-Line Time-to-Digital Converters
    IEEE Transactions on Instrumentation and Measurement 74, 1-12, 2025
    Multimodal & physics-driven 2 citationscheck
  23. 2025
    Video-based Instantaneous Heart Rate Measurement with Enhanced Time-Frequency Representations
    IEEE Transactions on Multimedia, 1 -, 14: p. 2025
    Vision sensing 2 citations
  24. 2025
    Adaptive testing method of integrated circuits for test pattern deletion based on correlation analysis
    Available at SSRN, 5166343: p. 2025
    Vision sensing 1 citationscheck
  25. 2025
    Light-ShmooNet–A lightweight convolutional neural network for automated classification of shmoo plot with high accuracy
    Expert Systems with Applications 294, 128707: p. 2025
    Vision sensing 1 citationscheck
  26. 2025
    Motion-Robust Remote Photoplethysmography With Time–Frequency Wiener Filtering
    IEEE Sensors Journal 25 (24), 44417 -, 44427: p. 2025
    Vision sensing 1 citations
  27. 2025
    Physics-Informed Evidential Network: A General Framework for Uncertainty Evaluation in Nonlinear Dynamic Measurement Systems
    IEEE Transactions on Instrumentation and Measurement 74, 1017812: p. 2025
    Multimodal & physics-driven 1 citations
  28. 2025
    Noise-resilient heart rate detection in automotive environments using orthogonal projection
    International Conference on Image, Signal Processing, and Pattern …, 2025
    Vision sensing
  29. 2025
    Physics-Inspired Quantitative Computational Imaging Utilizing Sensors with Constrained Apertures
    2025 Photonics & Electromagnetics Research Symposium-Fall (PIERS-Fall), 1-5, 2025
    EM sensing
  30. 2025
    Uncertainty Quantification of Video-based Deception Detection with Evidential Deep Learning
    2025 IEEE 11th World Forum on Internet of Things (WF-IoT), 1-5, 2025
    Vision sensing
  31. 2024
    U2D2PCB: Uncertainty-Aware Unsupervised Defect Detection on PCB Images Using Reconstructive and Discriminative Models
    IEEE Transactions on Instrumentation and Measurement 73, 1-10, 2024
    Multimodal & physics-driven 32 citationscheck
  32. 2024
    Heart rate estimation in driver monitoring system using quality-guided spectrum peak screening
    IEEE Transactions on Instrumentation and Measurement 73, 1-14, 2024
    Vision sensing 21 citations
  33. 2024
    Inhomogeneous media inverse scattering problem assisted by Swin transformer network
    IEEE Transactions on Microwave Theory and Techniques 72 (12), 6809-6820, 2024
    EM sensing 20 citations
  34. 2024
    Online seizure prediction via fine-tuning and test-time adaptation
    IEEE Internet of Things Journal 11 (11), 20784-20796, 2024
    Multimodal & physics-driven 19 citations
  35. 2024
    Predicting arterial stiffness from single-channel photoplethysmography signal: a feature interaction-based approach
    IEEE journal of biomedical and health informatics 28 (7), 3928-3941, 2024
    Vision sensing 16 citations
  36. 2024
    Machine unlearning for seizure prediction
    IEEE Transactions on Cognitive and Developmental Systems 16 (6), 1969-1981, 2024
    Multimodal & physics-driven 12 citations
  37. 2024
    Video-based deception detection using wrapper-based feature selection
    2024 IEEE International Conference on Computational Intelligence and Virtual …, 2024
    Vision sensing 8 citations
  38. 2024
    Video-based respiration rate measurement with adaptive filtering and quality-guided pulse selection
    IEEE Transactions on Instrumentation and Measurement 73, 1-9, 2024
    Vision sensing 8 citations
  39. 2024
    Feature Unlearning for EEG-Based Seizure Prediction
    IEEE Internet of Things Journal 12 (8), 10974-10986, 2024
    Multimodal & physics-driven 5 citations
  40. 2024
    Preserving shape details of pulse signals for video-based blood pressure estimation
    Biomedical Optics Express 15 (4), 2433-2450, 2024
    Vision sensing 4 citations
  41. 2024
    Video-based deception detection via capsule network with channel-wise attention and supervised contrastive learning
    IEEE Open Journal of the Computer Society 5, 660-670, 2024
    Vision sensing 3 citations
  42. 2024
    Video-based deception detection with non-contact heart rate monitoring and multi-modal feature selection
    Journal of Beijing Institute of Technology 33 (3), 175-185, 2024
    Vision sensing 1 citations
  43. 2024
    End-to-End Through-Wall Human Localization Network Using Raw Radar ADC Data
    2024 IEEE International Conference on Imaging Systems and Techniques (IST), 1-5, 2024
    EM sensing
  44. 2024
    Enhancement of Generalization Ability for Deep Learning-based Electromagnetic Inverse Scattering Models
    EM sensing
  45. 2024
    Human Detection in Realistic Through-the-Wall Environments Using Raw Radar Analog-to-Digital Converter Data and Parametric Neural Networks
    Available at SSRN, 5034946: p. 2024
    EM sensing
  46. 2024
    基于无源域适应的脑电情绪识别
    中国生物医学工程学报 43 (2), 129-142, 2024
    Multimodal & physics-driven
  47. 2023
    TC-Net: A Transformer Capsule Network for EEG-based emotion recognition
    Wei, Y., Y. Liu, C. Li, J. Cheng, R. Song, and X. Chen
    Computers in Biology and Medicine, 152: p. 106463
    Multimodal & physics-driven 152 citations
  48. 2023
    EEG-based seizure prediction via hybrid vision transformer and data uncertainty learning
    Deng, Z., C. Li, R. Song, X. Liu, R. Qian, and X. Chen
    Engineering Applications of Artificial Intelligence, 123: p. 106401
    Multimodal & physics-driven 79 citations
  49. 2023
    Spatio-temporal MLP network for seizure prediction using EEG signals
    Li, C., C. Shao, R. Song, G. Xu, X. Liu, R. Qian, and X. Chen
    Measurement, 206: p. 112278
    Multimodal & physics-driven 70 citations
  50. 2023
    Source-Free Domain Adaptation for Privacy-Preserving Seizure Prediction
    Zhao, Y., S. Feng, C. Li, R. Song, D. Liang, and X. Chen
    IEEE Transactions on Industrial Informatics
    Multimodal & physics-driven 45 citations
  51. 2023
    Motion-Robust Respiratory Rate Estimation from Camera Videos via Fusing Pixel Movement and Pixel Intensity Information
    Cheng, J., R. Liu, J. Li, R. Song, Y. Liu, and X. Chen
    IEEE Transactions on Instrumentation and Measurement
    Vision sensing 39 citations
  52. 2023
    Centroid-guided domain incremental learning for EEG-based seizure prediction
    IEEE Transactions on Instrumentation and Measurement 73, 1-13, 2023
    Multimodal & physics-driven 27 citations
  53. 2023
    Uncertainty quantification for deep learning-based remote photoplethysmography
    Song, R., H. Wang, H. Xia, J. Cheng, C. Li, and X. Chen
    IEEE Transactions on Instrumentation and Measurement
    Vision sensing 22 citations
  54. 2023
    Push the Generalization Limitation of Learning Approaches by Multi-Domain Weight-Sharing for Full-Wave Inverse Scattering
    Wang, Y., Z. Zong, S. He, R. Song, and Z. Wei
    IEEE Transactions on Geoscience and Remote Sensing
    EM sensing 21 citations
  55. 2023
    Non-contact human respiratory rate measurement based on two-level fusions of video and fmcw radar information
    Song, R., C. Ren, J. Cheng, C. Li, and X. Yang
    Measurement, p. 113604
    Multimodal & physics-driven 20 citations
  56. 2023
    Physically Unrolling Network under Contraction Integral Equation for Limited-Aperture Inverse Scattering Problem
    Xu, K., Z. Qian, R. Song, X. Ye, N. Xu, X.-M. Pan, P. Zhao, S. Chen, G. Wang, and W. Li
    IEEE Transactions on Antennas and Propagation
    EM sensing 20 citations
  57. 2023
    Non-contact blood pressure estimation using BP-related cardiovascular knowledge: an uncalibrated method based on consumer-level camera
    Han, X., X. Yang, S. Fang, R. Song, L. Li, and J. Zhang
    IEEE Transactions on Instrumentation and Measurement
    Vision sensing 17 citations
  58. 2023
    Online Test-Time Adaptation for Patient-Independent Seizure Prediction
    Mao, T., C. Li, Y. Zhao, R. Song, and X. Chen
    IEEE Sensors Journal
    Multimodal & physics-driven 17 citations
  59. 2023
    Motion-robust anterior–posterior imaging ballistocardiography for non-contact heart rate measurements
    Cheng, J., B. Yue, R. Song, Y. Liu, C. Li, and X. Chen
    Biomedical Signal Processing and Control, 86: p. 105307
    Vision sensing 9 citations
  60. 2023
    Dynamic modeling and performance evaluation of piezoelectric impact drive system based on neural network
    Measurement Science and Technology 34 (10), 105021: p. 2023
    Vision sensing 7 citationscheck
  61. 2023
    EEG-based seizure prediction via GhostNet and imbalanced learning
    IEEE Sensors Letters 7 (12), 1-4, 2023
    Multimodal & physics-driven 6 citations
  62. 2023
    VidBP: Detecting blood pressure from facial videos with personalized calibration
    2023 45th Annual International Conference of the IEEE Engineering in …, 2023
    Vision sensing 4 citations
  63. 2023
    A Machine Learning-Assisted Inversion Method for Solving Biomedical Imaging Based on Semi-Experimental Data
    Wang, J., N. Du, T. Yin, R. Song, K. Xu, S. Sun, and X. Ye
    Electronics, 12(12): p. 2623
    EM sensing 3 citationscheck
  64. 2023
    Non-iterative methods in inhomogeneous background inverse scattering imaging problem assisted by Swin transformer network
    arXiv preprint arXiv:2312.06302, 2023
    EM sensing 1 citations
  65. 2023
    Remote assessment of physiological parameters by non-contact methods to detect mental stress
    Eighth International Conference on Electronic Technology and Information …, 2023
    Vision sensing
  66. 2022
    Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism
    Li, C., B. Wang, S. Zhang, Y. Liu, R. Song, J. Cheng, and X. Chen
    Computers in Biology and Medicine, 143: p. 105303
    Multimodal & physics-driven 157 citations
  67. 2022
    EEG-based seizure prediction via Transformer guided CNN
    Li, C., X. Huang, R. Song, R. Qian, X. Liu, and X. Chen
    Measurement, 203: p. 111948
    Multimodal & physics-driven 147 citations
  68. 2022
    Patient-specific seizure prediction via adder network and supervised contrastive learning
    Zhao, Y., C. Li, X. Liu, R. Qian, R. Song, and X. Chen
    IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30: p. 1536-1547
    Multimodal & physics-driven 109 citations
  69. 2022
    SOM-net: Unrolling the subspace-based optimization for solving full-wave inverse scattering problems
    Liu, Y., H. Zhao, R. Song, X. Chen, C. Li, and X. Chen
    IEEE Transactions on Geoscience and Remote Sensing, 60: p. 1-15
    EM sensing 75 citations
  70. 2022
    EEG-based seizure prediction via model uncertainty learning
    Li, C., Z. Deng, R. Song, X. Liu, R. Qian, and X. Chen
    IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31: p. 180-191
    Multimodal & physics-driven 71 citations
  71. 2022
    EEG-based emotion recognition via efficient convolutional neural network and contrastive learning
    Li, C., X. Lin, Y. Liu, R. Song, J. Cheng, and X. Chen
    IEEE Sensors Journal, 22(20): p. 19608-19619
    Multimodal & physics-driven 62 citations
  72. 2022
    Patient-specific seizure prediction from electroencephalogram signal via multi-channel feedback capsule network
    Li, C., Y. Zhao, R. Song, X. Liu, R. Qian, and X. Chen
    IEEE Transactions on Cognitive and Developmental Systems
    Multimodal & physics-driven 50 citations
  73. 2022
    Multi-channel EEG-based emotion recognition in the presence of noisy labels
    Li, C., Y. Hou, R. Song, J. Cheng, Y. Liu, and X. Chen
    Science China Information Sciences, 65(4): p. 140405
    Multimodal & physics-driven 33 citations
  74. 2022
    Application of generative adversarial network-based inversion algorithm in imaging 2-D lossy biaxial anisotropic scatterer
    Ye, X., N. Du, D. Yang, X. Yuan, R. Song, S. Sun, and D. Fang
    IEEE Transactions on Antennas and Propagation, 70(9): p. 8262-8275
    EM sensing 32 citations
  75. 2022
    Learning-based inversion method for solving electromagnetic inverse scattering with mixed boundary conditions
    Song, R., Y. Huang, X. Ye, K. Xu, C. Li, and X. Chen
    IEEE Transactions on Antennas and Propagation, 70(8): p. 6218-6228
    EM sensing 26 citations
  76. 2022
    Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition
    Liu, Y., Y. Wei, C. Li, J. Cheng, R. Song, and X. Chen
    IEEE Journal of Biomedical and Health Informatics, 27(3): p. 1319-1330
    Multimodal & physics-driven 23 citations
  77. 2022
    VideoCAD: an uncertainty-driven neural network for coronary artery disease screening from facial videos
    Liu, X., X. Yang, R. Song, J. Zhang, and L. Li
    IEEE Transactions on Instrumentation and Measurement, 72: p. 1-12
    Vision sensing 19 citations
  78. 2022
    Electromagnetic Inverse Scattering With an Untrained SOM-Net
    Song, R., M. Li, K. Xu, C. Li, and X. Chen
    IEEE Transactions on Microwave Theory and Techniques, 70(11): p. 4980-4990
    EM sensing 17 citations
  79. 2022
    Video-Based Heart Rate Measurement Against Uneven Illuminations Using Multivariate Singular Spectrum Analysis
    Song, R., X. Sun, J. Cheng, X. Yang, and X. Chen
    IEEE Signal Processing Letters, 29: p. 2223-2227
    Vision sensing 16 citations
  80. 2022
    PFDNet: A Pulse Feature Disentanglement Network for Atrial Fibrillation Screening From Facial Videos
    Liu, X., X. Yang, R. Song, D. Wang, and L. Li
    IEEE Journal of Biomedical and Health Informatics, (10.1109/JBHI.2022.3220656): p. 1 - 12
    Vision sensing 12 citations
  81. 2022
    Spatial-spectral nonlinear hyperspectral unmixing under complex noise
    Li, C., J. Li, C. Sui, R. Song, and X. Chen
    IEEE Sensors Journal, 22(5): p. 4338-4346
    EM sensing 5 citations
  82. 2021
    PulseGAN: Learning to generate realistic pulse waveforms in remote photoplethysmography
    Song, R., H. Chen, J. Cheng, C. Li, Y. Liu, and X. Chen
    IEEE Journal of Biomedical and Health Informatics, 25(5): p. 1373-1384
    Vision sensing 317 citations
  83. 2021
    EEG-based emotion recognition via neural architecture search
    Li, C., Z. Zhang, R. Song, J. Cheng, Y. Liu, and X. Chen
    IEEE Transactions on Affective Computing
    Multimodal & physics-driven 102 citations
  84. 2021
    Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks
    Cheng, J., Y. Xu, R. Song, Y. Liu, C. Li, and X. Chen
    Computers in Biology and Medicine, 138: p. 104877
    Vision sensing 89 citations
  85. 2021
    Electromagnetic inverse scattering with perceptual generative adversarial networks
    Song, R., Y. Huang, K. Xu, X. Ye, C. Li, and X. Chen
    IEEE Transactions on Computational Imaging, 7: p. 689-699
    EM sensing 69 citations
  86. 2021
    Remote photoplethysmography with an EEMD-MCCA method robust against spatially uneven illuminations
    Song, R., J. Li, M. Wang, J. Cheng, C. Li, and X. Chen
    IEEE Sensors Journal, 21(12): p. 13484-13494
    Vision sensing 57 citations
  87. 2021
    Fast full-wave electromagnetic inverse scattering based on scalable cascaded convolutional neural networks
    Xu, K., C. Zhang, X. Ye, and R. Song
    IEEE Transactions on Geoscience and Remote Sensing, 60: p. 1-11
    EM sensing 42 citations
  88. 2021
    Motion robust ICG measurements using a two-step spectrum denoising method
    Xie, Y., R. Song, D. Yang, H. Yu, C. Sun, Q. Xie, and R.X. Xu
    Physiological measurement, 42(9): p. 095004
    Vision sensing 12 citationscheck
  89. 2021
    Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral Image
    Li, C., C. Sui, R. Song, J. Cheng, Y. Liu, and X. Chen
    IEEE Geoscience and Remote Sensing Letters, 19: p. 1-5
    EM sensing 5 citations
  90. 2021
    A Convolutional Sparsity Regularization for Solving Inverse Scattering Problems
    Song, R., Q. Zhou, Y. Liu, C. Li, and X. Chen
    IEEE Antennas and Wireless Propagation Letters, 20(12): p. 2285-2289
    EM sensing 4 citations
  91. 2021
    Constrained independent vector extraction of quasi-periodic signals from multiple data sets
    Song, R., G. Wang, J. Cheng, A. Liu, C. Li, and X. Chen
    Signal Processing, 189: p. 108296
    Vision sensing 4 citationscheck
  92. 2020
    EEG-based emotion recognition via channel-wise attention and self attention
    Tao, W., C. Li, R. Song, J. Cheng, Y. Liu, F. Wan, and X. Chen
    IEEE Transactions on Affective Computing
    Multimodal & physics-driven 726 citations
  93. 2020
    Emotion recognition from multi-channel EEG via deep forest
    Cheng, J., M. Chen, C. Li, Y. Liu, R. Song, A. Liu, and X. Chen
    IEEE Journal of Biomedical and Health Informatics, 25(2): p. 453-464
    Multimodal & physics-driven 294 citations
  94. 2020
    Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network
    Liu, Y., Y. Ding, C. Li, J. Cheng, R. Song, F. Wan, and X. Chen
    Computers in Biology and Medicine, 123: p. 103927
    Multimodal & physics-driven 254 citations
  95. 2020
    Heart rate estimation from facial videos using a spatiotemporal representation with convolutional neural networks
    Song, R., S. Zhang, C. Li, Y. Zhang, J. Cheng, and X. Chen
    IEEE Transactions on Instrumentation and Measurement, 69(10): p. 7411-7421
    Vision sensing 167 citations
  96. 2020
    Learning-based fast electromagnetic scattering solver through generative adversarial network
    Ma, Z., K. Xu, R. Song, C.-F. Wang, and X. Chen
    IEEE Transactions on Antennas and Propagation, 69(4): p. 2194-2208
    EM sensing 137 citations
  97. 2020
    New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method
    Song, R., S. Zhang, J. Cheng, C. Li, and X. Chen
    Computers in biology and medicine, 116: p. 103535
    Vision sensing 116 citations
  98. 2020
    Deep learning-based inverse scattering with structural similarity loss functions
    Huang, Y., R. Song, K. Xu, X. Ye, C. Li, and X. Chen
    IEEE Sensors Journal, 21(4): p. 4900-4907
    EM sensing 90 citations
  99. 2020
    An inhomogeneous background imaging method based on generative adversarial network
    Ye, X., Y. Bai, R. Song, K. Xu, and J. An
    IEEE Transactions on Microwave Theory and Techniques, 68(11): p. 4684-4693
    EM sensing 76 citationscheck
  100. 2020
    Learning-based quantitative microwave imaging with a hybrid input scheme
    Zhang, L., K. Xu, R. Song, X. Ye, G. Wang, and X. Chen
    IEEE Sensors Journal, 20(24): p. 15007-15013
    EM sensing 49 citations
  101. 2020
    Remote heart rate measurement from near-infrared videos based on joint blind source separation with delay-coordinate transformation
    Cheng, J., P. Wang, R. Song, Y. Liu, C. Li, Y. Liu, and X. Chen
    IEEE Transactions on Instrumentation and Measurement, 70: p. 1-13
    Vision sensing 31 citations
  102. 2020
    Sparse unmixing of hyperspectral data with bandwise model
    Li, C., Y. Liu, J. Cheng, R. Song, J. Ma, C. Sui, and X. Chen
    Information sciences, 512: p. 1424-1441
    EM sensing 24 citations
  103. 2020
    Motion robust imaging ballistocardiography through a two-step canonical correlation analysis
    Song, R., J. Li, J. Cheng, C. Li, Y. Liu, and X. Chen
    IEEE Transactions on Instrumentation and Measurement, 70: p. 1-10
    Vision sensing 13 citations
  104. 2020
    Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized cameras
    Cheng, J., X. Wang, R. Song, Y. Liu, C. Li, and X. Chen
    Multimedia Tools and Applications
    Vision sensing 7 citations
  105. 2019
    A feasibility study of a video-based heart rate estimation method with convolutional neural networks
    2019 IEEE International Conference on Computational Intelligence and Virtual …, 2019
    Vision sensing 5 citations
  106. 2018
    Video-based heart rate measurement: Recent advances and future prospects
    Chen, X., J. Cheng, R. Song, Y. Liu, R. Ward, and Z.J. Wang
    IEEE Transactions on Instrumentation and Measurement, 68(10): p. 3600-3615
    Vision sensing 276 citations
  107. 2018
    Hyperspectral unmixing with bandwise generalized bilinear model
    Li, C., Y. Liu, J. Cheng, R. Song, H. Peng, Q. Chen, and X. Chen
    Remote Sensing, 10(10): p. 1600
    EM sensing 24 citations
  108. 2015
    Reconstruction of scatterers with four different boundary conditions by T-matrix method
    Song, R., X. Ye, and X. Chen
    Inverse Problems in Science and Engineering, 23(4): p. 601-616
    EM sensing 8 citations
  109. 2014
    Multiplicative-Regularized FFT Twofold Subspace-Based Optimization Method for Inverse Scattering Problems
    Xu, K., Y. Zhong, R. Song, X. Chen, and L. Ran
    IEEE Transactions on Geoscience and Remote Sensing, (99): p. 1-10
    EM sensing 68 citations
  110. 2014
    Application of T-matrix method in solving mixed boundary separable obstacle problem
    Ye, X., R. Song, and X. Chen
    Optics Express, 22(13): p. 16273–16281
    EM sensing 6 citations
  111. 2013
    Simultaneous reconstruction of dielectric and perfectly conducting scatterers via T-matrix method
    Ye, X., X. Chen, Y. Zhong, and R. Song
    IEEE Transactions on Antennas and Propagation, (99): p. 1-1
    EM sensing 22 citations
  112. 2013
    Improving the Performances of the Contrast Source Extended Born Inversion Method by Subspace Techniques
    Agarwal, K., R. Song, M. D'Urso, and X. Chen
    IEEE Geoscience and Remote Sensing Letters, (99): p. 1-5
    EM sensing 21 citations
  113. 2012
    Imaging three-dimensional anisotropic scatterers in multilayered medium by multiple signal classification method with enhanced resolution
    Song, R., R. Chen, and X. Chen
    Journal of the Optical Society of America A, 29(9): p. 1900-1905
    EM sensing 20 citations
  114. 2012
    Electromagnetic imaging of separable obstacle problem
    Ye, X., R. Song, K. Agarwal, and X. Chen
    Optics express, 20(3): p. 2206-2219
    EM sensing 16 citations
  115. 2012
    A multi-dimensional sampling method for locating small scatterers
    Song, R., Y. Zhong, and X. Chen
    Inverse problems, 28(11): p. 115004
    EM sensing 4 citations
  116. 2012
    Imaging small three-dimensional elastic inclusions by an enhanced multiple signal classification method
    Song, R., X. Chen, and Y. Zhong
    The Journal of the Acoustical Society of America, 132(4): p. 2420-2426
    EM sensing 3 citationscheck
  117. 2012
    Analysis of cutoff wavelength of elliptical waveguide by regularized meshless method
    Song, R. and X. Chen
    International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 25(5-6): p. 417-427
    EM sensing 2 citations
  118. 2010
    Full-vectorial modal analysis for circular optical waveguides based on the multidomain Chebyshev pseudospectral method
    Song, R., J. Zhu, and X. Zhang
    Journal of the Optical Society of America B: Optical Physics, 27(9): p. 1722-1730
    EM sensing 14 citations
  119. 2010
    A unified mode solver for optical waveguides based on mapped barycentric rational chebyshev differentiation matrix
    Zhu, J., X. Zhang, and R. Song
    Journal of lightwave technology, 28(12): p. 1802-1810
    EM sensing 8 citations
  120. 2010
    Analytical diagonal elements of regularized meshless method for regular domains of 2D Dirichlet Laplace problems
    Chen, W. and R. Song
    Engineering analysis with boundary elements, 34(1): p. 2-8
    EM sensing 2 citations
  121. 2009
    An investigation on the regularized meshless method for irregular domain problems
    Song, R. and W. Chen
    Computer Modeling in Engineering and Sciences (CMES), 42(1): p. 59
    EM sensing 23 citations
  122. 2009
    Fast and stable computation of optical propagation in micro-waveguides with loss
    Zhu, J. and R. Song
    Microelectronics Reliability, 49(12): p. 1529-1536
    EM sensing 12 citations

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