Publications
116 journal papers, sorted by year. Synced from Google Scholar and grouped into three research areas.
-
2026Svc 2026: the second multimodal deception detection challenge and the first domain generalized remote physiological measurement challengeProceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2026Vision sensing 4 citationscheck
-
2026A Physics-Constrained Neural Network for Electromagnetic Inverse Scattering ImagingIEEE Transactions on Geoscience and Remote Sensing 64, 1-9, 2026EM sensing
-
2026A traceable uncertainty propagation framework for multi-frame super-resolution reconstruction based on subpixel displacement sequencesOptics & Laser Technology 193, 114293: p. 2026Multimodal & physics-driven
-
2026Adaptive Physical-Facial Representation Fusion via Subject-Invariant Cross-Modal Prompt Tuning for Video-Based Emotion RecognitionarXiv preprint arXiv:2605.05694, 2026Vision sensing check
-
2026FCUS-rPPG: A Fast-Converging Unsupervised Framework for Remote Photoplethysmography via Gradient Oscillation SuppressionarXiv preprint arXiv:2606.03050, 2026Vision sensing
-
2026HRVFusion: Video-based Long-Term Heart Rate Variability Measurement with Conditional Diffusion ModelsIEEE Transactions on Multimedia, 2026Vision sensing
-
2026Physics-Driven Electromagnetic Inverse Scattering With Limited-Aperture MeasurementsIEEE Transactions on Microwave Theory and Techniques, 2026EM sensing
-
2026Video-based cardiopulmonary coupling measurement: A feasibility studyIntelligent Sports and Health 2 (1), 13-23, 2026Vision sensing
-
2025Measurement uncertainty evaluation with small samples: A review and prospectMeasurement, 119031: p. 2025Multimodal & physics-driven 10 citations
-
2025Meta-learning-assisted untrained neural network for electromagnetic inverse scattering problemsIEEE Transactions on Antennas and Propagation 73 (4), 2548-2560, 2025EM sensing 8 citations
-
2025Uncertainty-guided Fourier-based domain generalization for seizure predictionExpert Systems with Applications 268, 126286: p. 2025Multimodal & physics-driven 7 citations
-
2025Video-based heart rate estimation with spectrogram signal quality ranking and fusionBiomedical Signal Processing and Control 100, 107094: p. 2025Vision sensing 7 citations
-
2025Dynamic modeling and measurement uncertainty evaluation of the nonlinear piezoelectric impulse drive system with small samplesIEEE Transactions on Instrumentation and Measurement 74, 1-11, 2025Multimodal & physics-driven 5 citations
-
2025Lst-rppg: A long-range spatio-temporal model for high-accuracy heart rate variability measurementExpert Systems with Applications, 129526: p. 2025Vision sensing 4 citations
-
2025Uncertainty Quantification and Calibration in Full-Wave Inverse Scattering Problems With Evidential Neural NetworksIEEE Transactions on Microwave Theory and Techniques 73 (9), 6304 -, 6316: p. 2025EM sensing 3 citations
-
2025Video-based Instantaneous Heart Rate Measurement with Enhanced Time-Frequency RepresentationsIEEE Transactions on Multimedia, 1 -, 14: p. 2025Vision sensing 2 citations
-
2025A Model for Quantifying and Propagating Uncertainty of Precise Time Measurement System With Tapped-Delay-Line Time-to-Digital ConvertersIEEE Transactions on Instrumentation and Measurement 74, 1-12, 2025Multimodal & physics-driven 1 citationscheck
-
2025Adaptive testing method of integrated circuits for test pattern deletion based on correlation analysisAvailable at SSRN, 5166343: p. 2025Vision sensing 1 citationscheck
-
2025Light-ShmooNet–A lightweight convolutional neural network for automated classification of shmoo plot with high accuracyExpert Systems with Applications 294, 128707: p. 2025Vision sensing 1 citationscheck
-
2025Motion-Robust Remote Photoplethysmography With Time–Frequency Wiener FilteringIEEE Sensors Journal 25 (24), 44417 -, 44427: p. 2025Vision sensing 1 citations
-
2025Noise-resilient heart rate detection in automotive environments using orthogonal projectionInternational Conference on Image, Signal Processing, and Pattern …, 2025Vision sensing
-
2025Physics-Informed Evidential Network: A General Framework for Uncertainty Evaluation in Nonlinear Dynamic Measurement SystemsIEEE Transactions on Instrumentation and Measurement 74, 1017812: p. 2025Multimodal & physics-driven
-
2025Physics-Inspired Quantitative Computational Imaging Utilizing Sensors with Constrained Apertures2025 Photonics & Electromagnetics Research Symposium-Fall (PIERS-Fall), 1-5, 2025EM sensing
-
2025Uncertainty Quantification of Video-based Deception Detection with Evidential Deep Learning2025 IEEE 11th World Forum on Internet of Things (WF-IoT), 1-5, 2025Vision sensing
-
2024U2D2PCB: Uncertainty-Aware Unsupervised Defect Detection on PCB Images Using Reconstructive and Discriminative ModelsIEEE Transactions on Instrumentation and Measurement 73, 1-10, 2024Multimodal & physics-driven 28 citationscheck
-
2024Heart rate estimation in driver monitoring system using quality-guided spectrum peak screeningIEEE Transactions on Instrumentation and Measurement 73, 1-14, 2024Vision sensing 20 citations
-
2024Online seizure prediction via fine-tuning and test-time adaptationIEEE Internet of Things Journal 11 (11), 20784-20796, 2024Multimodal & physics-driven 18 citations
-
2024Predicting arterial stiffness from single-channel photoplethysmography signal: a feature interaction-based approachIEEE journal of biomedical and health informatics 28 (7), 3928-3941, 2024Vision sensing 16 citations
-
2024Inhomogeneous media inverse scattering problem assisted by Swin transformer networkIEEE Transactions on Microwave Theory and Techniques 72 (12), 6809-6820, 2024EM sensing 15 citations
-
2024Machine unlearning for seizure predictionIEEE Transactions on Cognitive and Developmental Systems 16 (6), 1969-1981, 2024Multimodal & physics-driven 12 citations
-
2024Video-based deception detection using wrapper-based feature selection2024 IEEE International Conference on Computational Intelligence and Virtual …, 2024Vision sensing 8 citations
-
2024Video-based respiration rate measurement with adaptive filtering and quality-guided pulse selectionIEEE Transactions on Instrumentation and Measurement 73, 1-9, 2024Vision sensing 8 citations
-
2024Human Detection in Realistic Through-the-Wall Environments Using Raw Radar Analog-to-Digital Converter Data and Parametric Neural NetworksAvailable at SSRN, 5034946: p. 2024EM sensing 6 citations
-
2024Preserving shape details of pulse signals for video-based blood pressure estimationBiomedical Optics Express 15 (4), 2433-2450, 2024Vision sensing 4 citations
-
2024Video-based deception detection via capsule network with channel-wise attention and supervised contrastive learningIEEE Open Journal of the Computer Society 5, 660-670, 2024Vision sensing 3 citations
-
2024Feature Unlearning for EEG-Based Seizure PredictionIEEE Internet of Things Journal 12 (8), 10974-10986, 2024Multimodal & physics-driven 2 citations
-
2024Video-based deception detection with non-contact heart rate monitoring and multi-modal feature selectionJournal of Beijing Institute of Technology 33 (3), 175-185, 2024Vision sensing 1 citations
-
2024End-to-End Through-Wall Human Localization Network Using Raw Radar ADC Data2024 IEEE International Conference on Imaging Systems and Techniques (IST), 1-5, 2024EM sensing
-
2024Enhancement of Generalization Ability for Deep Learning-based Electromagnetic Inverse Scattering ModelsEM sensing
-
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, 2024Multimodal & physics-driven
-
2023TC-Net: A Transformer Capsule Network for EEG-based emotion recognitionWei, Y., Y. Liu, C. Li, J. Cheng, R. Song, and X. ChenComputers in Biology and Medicine, 152: p. 106463Multimodal & physics-driven 140 citations
-
2023EEG-based seizure prediction via hybrid vision transformer and data uncertainty learningDeng, Z., C. Li, R. Song, X. Liu, R. Qian, and X. ChenEngineering Applications of Artificial Intelligence, 123: p. 106401Multimodal & physics-driven 76 citations
-
2023Spatio-temporal MLP network for seizure prediction using EEG signalsLi, C., C. Shao, R. Song, G. Xu, X. Liu, R. Qian, and X. ChenMeasurement, 206: p. 112278Multimodal & physics-driven 68 citations
-
2023Source-Free Domain Adaptation for Privacy-Preserving Seizure PredictionZhao, Y., S. Feng, C. Li, R. Song, D. Liang, and X. ChenIEEE Transactions on Industrial InformaticsMultimodal & physics-driven 45 citations
-
2023Motion-Robust Respiratory Rate Estimation from Camera Videos via Fusing Pixel Movement and Pixel Intensity InformationCheng, J., R. Liu, J. Li, R. Song, Y. Liu, and X. ChenIEEE Transactions on Instrumentation and MeasurementVision sensing 39 citations
-
2023Centroid-guided domain incremental learning for EEG-based seizure predictionIEEE Transactions on Instrumentation and Measurement 73, 1-13, 2023Multimodal & physics-driven 26 citations
-
2023Push the Generalization Limitation of Learning Approaches by Multi-Domain Weight-Sharing for Full-Wave Inverse ScatteringWang, Y., Z. Zong, S. He, R. Song, and Z. WeiIEEE Transactions on Geoscience and Remote SensingEM sensing 20 citations
-
2023Non-contact human respiratory rate measurement based on two-level fusions of video and fmcw radar informationSong, R., C. Ren, J. Cheng, C. Li, and X. YangMeasurement, p. 113604Multimodal & physics-driven 19 citations
-
2023Uncertainty quantification for deep learning-based remote photoplethysmographySong, R., H. Wang, H. Xia, J. Cheng, C. Li, and X. ChenIEEE Transactions on Instrumentation and MeasurementVision sensing 19 citations
-
2023Physically Unrolling Network under Contraction Integral Equation for Limited-Aperture Inverse Scattering ProblemXu, K., Z. Qian, R. Song, X. Ye, N. Xu, X.-M. Pan, P. Zhao, S. Chen, G. Wang, and W. LiIEEE Transactions on Antennas and PropagationEM sensing 18 citations
-
2023Non-contact blood pressure estimation using BP-related cardiovascular knowledge: an uncalibrated method based on consumer-level cameraHan, X., X. Yang, S. Fang, R. Song, L. Li, and J. ZhangIEEE Transactions on Instrumentation and MeasurementVision sensing 17 citations
-
2023Online Test-Time Adaptation for Patient-Independent Seizure PredictionMao, T., C. Li, Y. Zhao, R. Song, and X. ChenIEEE Sensors JournalMultimodal & physics-driven 17 citations
-
2023Motion-robust anterior–posterior imaging ballistocardiography for non-contact heart rate measurementsCheng, J., B. Yue, R. Song, Y. Liu, C. Li, and X. ChenBiomedical Signal Processing and Control, 86: p. 105307Vision sensing 8 citations
-
2023Dynamic modeling and performance evaluation of piezoelectric impact drive system based on neural networkMeasurement Science and Technology 34 (10), 105021: p. 2023Vision sensing 7 citationscheck
-
2023EEG-based seizure prediction via GhostNet and imbalanced learningIEEE Sensors Letters 7 (12), 1-4, 2023Multimodal & physics-driven 6 citations
-
2023VidBP: Detecting blood pressure from facial videos with personalized calibration2023 45th Annual International Conference of the IEEE Engineering in …, 2023Vision sensing 4 citations
-
2023A Machine Learning-Assisted Inversion Method for Solving Biomedical Imaging Based on Semi-Experimental DataWang, J., N. Du, T. Yin, R. Song, K. Xu, S. Sun, and X. YeElectronics, 12(12): p. 2623EM sensing 2 citationscheck
-
2023Non-iterative methods in inhomogeneous background inverse scattering imaging problem assisted by Swin transformer networkarXiv preprint arXiv:2312.06302, 2023EM sensing 1 citations
-
2023Remote assessment of physiological parameters by non-contact methods to detect mental stressEighth International Conference on Electronic Technology and Information …, 2023Vision sensing
-
2022Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanismLi, C., B. Wang, S. Zhang, Y. Liu, R. Song, J. Cheng, and X. ChenComputers in Biology and Medicine, 143: p. 105303Multimodal & physics-driven 155 citations
-
2022EEG-based seizure prediction via Transformer guided CNNLi, C., X. Huang, R. Song, R. Qian, X. Liu, and X. ChenMeasurement, 203: p. 111948Multimodal & physics-driven 140 citations
-
2022Patient-specific seizure prediction via adder network and supervised contrastive learningZhao, Y., C. Li, X. Liu, R. Qian, R. Song, and X. ChenIEEE Transactions on Neural Systems and Rehabilitation Engineering, 30: p. 1536-1547Multimodal & physics-driven 105 citations
-
2022SOM-net: Unrolling the subspace-based optimization for solving full-wave inverse scattering problemsLiu, Y., H. Zhao, R. Song, X. Chen, C. Li, and X. ChenIEEE Transactions on Geoscience and Remote Sensing, 60: p. 1-15EM sensing 73 citations
-
2022EEG-based seizure prediction via model uncertainty learningLi, C., Z. Deng, R. Song, X. Liu, R. Qian, and X. ChenIEEE Transactions on Neural Systems and Rehabilitation Engineering, 31: p. 180-191Multimodal & physics-driven 68 citations
-
2022EEG-based emotion recognition via efficient convolutional neural network and contrastive learningLi, C., X. Lin, Y. Liu, R. Song, J. Cheng, and X. ChenIEEE Sensors Journal, 22(20): p. 19608-19619Multimodal & physics-driven 61 citations
-
2022Patient-specific seizure prediction from electroencephalogram signal via multi-channel feedback capsule networkLi, C., Y. Zhao, R. Song, X. Liu, R. Qian, and X. ChenIEEE Transactions on Cognitive and Developmental SystemsMultimodal & physics-driven 50 citations
-
2022Application of generative adversarial network-based inversion algorithm in imaging 2-D lossy biaxial anisotropic scattererYe, X., N. Du, D. Yang, X. Yuan, R. Song, S. Sun, and D. FangIEEE Transactions on Antennas and Propagation, 70(9): p. 8262-8275EM sensing 32 citations
-
2022Multi-channel EEG-based emotion recognition in the presence of noisy labelsLi, C., Y. Hou, R. Song, J. Cheng, Y. Liu, and X. ChenScience China Information Sciences, 65(4): p. 140405Multimodal & physics-driven 32 citations
-
2022Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion RecognitionLiu, Y., Y. Wei, C. Li, J. Cheng, R. Song, and X. ChenIEEE Journal of Biomedical and Health Informatics, 27(3): p. 1319-1330Multimodal & physics-driven 23 citations
-
2022Learning-based inversion method for solving electromagnetic inverse scattering with mixed boundary conditionsSong, R., Y. Huang, X. Ye, K. Xu, C. Li, and X. ChenIEEE Transactions on Antennas and Propagation, 70(8): p. 6218-6228EM sensing 22 citations
-
2022VideoCAD: an uncertainty-driven neural network for coronary artery disease screening from facial videosLiu, X., X. Yang, R. Song, J. Zhang, and L. LiIEEE Transactions on Instrumentation and Measurement, 72: p. 1-12Vision sensing 18 citations
-
2022Electromagnetic Inverse Scattering With an Untrained SOM-NetSong, R., M. Li, K. Xu, C. Li, and X. ChenIEEE Transactions on Microwave Theory and Techniques, 70(11): p. 4980-4990EM sensing 16 citations
-
2022Video-Based Heart Rate Measurement Against Uneven Illuminations Using Multivariate Singular Spectrum AnalysisSong, R., X. Sun, J. Cheng, X. Yang, and X. ChenIEEE Signal Processing Letters, 29: p. 2223-2227Vision sensing 16 citations
-
2022PFDNet: A Pulse Feature Disentanglement Network for Atrial Fibrillation Screening From Facial VideosLiu, X., X. Yang, R. Song, D. Wang, and L. LiIEEE Journal of Biomedical and Health Informatics, (10.1109/JBHI.2022.3220656): p. 1 - 12Vision sensing 11 citations
-
2022Spatial-spectral nonlinear hyperspectral unmixing under complex noiseLi, C., J. Li, C. Sui, R. Song, and X. ChenIEEE Sensors Journal, 22(5): p. 4338-4346EM sensing 5 citations
-
2021PulseGAN: Learning to generate realistic pulse waveforms in remote photoplethysmographySong, R., H. Chen, J. Cheng, C. Li, Y. Liu, and X. ChenIEEE Journal of Biomedical and Health Informatics, 25(5): p. 1373-1384Vision sensing 309 citations
-
2021EEG-based emotion recognition via neural architecture searchLi, C., Z. Zhang, R. Song, J. Cheng, Y. Liu, and X. ChenIEEE Transactions on Affective ComputingMultimodal & physics-driven 100 citations
-
2021Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networksCheng, J., Y. Xu, R. Song, Y. Liu, C. Li, and X. ChenComputers in Biology and Medicine, 138: p. 104877Vision sensing 85 citations
-
2021Electromagnetic inverse scattering with perceptual generative adversarial networksSong, R., Y. Huang, K. Xu, X. Ye, C. Li, and X. ChenIEEE Transactions on Computational Imaging, 7: p. 689-699EM sensing 66 citations
-
2021Remote photoplethysmography with an EEMD-MCCA method robust against spatially uneven illuminationsSong, R., J. Li, M. Wang, J. Cheng, C. Li, and X. ChenIEEE Sensors Journal, 21(12): p. 13484-13494Vision sensing 57 citations
-
2021Fast full-wave electromagnetic inverse scattering based on scalable cascaded convolutional neural networksXu, K., C. Zhang, X. Ye, and R. SongIEEE Transactions on Geoscience and Remote Sensing, 60: p. 1-11EM sensing 41 citations
-
2021Motion robust ICG measurements using a two-step spectrum denoising methodXie, Y., R. Song, D. Yang, H. Yu, C. Sun, Q. Xie, and R.X. XuPhysiological measurement, 42(9): p. 095004Vision sensing 12 citationscheck
-
2021Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral ImageLi, C., C. Sui, R. Song, J. Cheng, Y. Liu, and X. ChenIEEE Geoscience and Remote Sensing Letters, 19: p. 1-5EM sensing 5 citations
-
2021A Convolutional Sparsity Regularization for Solving Inverse Scattering ProblemsSong, R., Q. Zhou, Y. Liu, C. Li, and X. ChenIEEE Antennas and Wireless Propagation Letters, 20(12): p. 2285-2289EM sensing 4 citations
-
2021Constrained independent vector extraction of quasi-periodic signals from multiple data setsSong, R., G. Wang, J. Cheng, A. Liu, C. Li, and X. ChenSignal Processing, 189: p. 108296Vision sensing 4 citationscheck
-
2020EEG-based emotion recognition via channel-wise attention and self attentionTao, W., C. Li, R. Song, J. Cheng, Y. Liu, F. Wan, and X. ChenIEEE Transactions on Affective ComputingMultimodal & physics-driven 694 citations
-
2020Emotion recognition from multi-channel EEG via deep forestCheng, J., M. Chen, C. Li, Y. Liu, R. Song, A. Liu, and X. ChenIEEE Journal of Biomedical and Health Informatics, 25(2): p. 453-464Multimodal & physics-driven 285 citations
-
2020Multi-channel EEG-based emotion recognition via a multi-level features guided capsule networkLiu, Y., Y. Ding, C. Li, J. Cheng, R. Song, F. Wan, and X. ChenComputers in Biology and Medicine, 123: p. 103927Multimodal & physics-driven 251 citations
-
2020Heart rate estimation from facial videos using a spatiotemporal representation with convolutional neural networksSong, R., S. Zhang, C. Li, Y. Zhang, J. Cheng, and X. ChenIEEE Transactions on Instrumentation and Measurement, 69(10): p. 7411-7421Vision sensing 163 citations
-
2020Learning-based fast electromagnetic scattering solver through generative adversarial networkMa, Z., K. Xu, R. Song, C.-F. Wang, and X. ChenIEEE Transactions on Antennas and Propagation, 69(4): p. 2194-2208EM sensing 133 citations
-
2020New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation methodSong, R., S. Zhang, J. Cheng, C. Li, and X. ChenComputers in biology and medicine, 116: p. 103535Vision sensing 114 citations
-
2020Deep learning-based inverse scattering with structural similarity loss functionsHuang, Y., R. Song, K. Xu, X. Ye, C. Li, and X. ChenIEEE Sensors Journal, 21(4): p. 4900-4907EM sensing 87 citations
-
2020An inhomogeneous background imaging method based on generative adversarial networkYe, X., Y. Bai, R. Song, K. Xu, and J. AnIEEE Transactions on Microwave Theory and Techniques, 68(11): p. 4684-4693EM sensing 76 citationscheck
-
2020Learning-based quantitative microwave imaging with a hybrid input schemeZhang, L., K. Xu, R. Song, X. Ye, G. Wang, and X. ChenIEEE Sensors Journal, 20(24): p. 15007-15013EM sensing 49 citations
-
2020Remote heart rate measurement from near-infrared videos based on joint blind source separation with delay-coordinate transformationCheng, J., P. Wang, R. Song, Y. Liu, C. Li, Y. Liu, and X. ChenIEEE Transactions on Instrumentation and Measurement, 70: p. 1-13Vision sensing 31 citations
-
2020Sparse unmixing of hyperspectral data with bandwise modelLi, C., Y. Liu, J. Cheng, R. Song, J. Ma, C. Sui, and X. ChenInformation sciences, 512: p. 1424-1441EM sensing 23 citations
-
2020Motion robust imaging ballistocardiography through a two-step canonical correlation analysisSong, R., J. Li, J. Cheng, C. Li, Y. Liu, and X. ChenIEEE Transactions on Instrumentation and Measurement, 70: p. 1-10Vision sensing 12 citations
-
2020Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized camerasCheng, J., X. Wang, R. Song, Y. Liu, C. Li, and X. ChenMultimedia Tools and ApplicationsVision sensing 7 citations
-
2019A feasibility study of a video-based heart rate estimation method with convolutional neural networks2019 IEEE International Conference on Computational Intelligence and Virtual …, 2019Vision sensing 5 citations
-
2018Video-based heart rate measurement: Recent advances and future prospectsChen, X., J. Cheng, R. Song, Y. Liu, R. Ward, and Z.J. WangIEEE Transactions on Instrumentation and Measurement, 68(10): p. 3600-3615Vision sensing 271 citations
-
2018Hyperspectral unmixing with bandwise generalized bilinear modelLi, C., Y. Liu, J. Cheng, R. Song, H. Peng, Q. Chen, and X. ChenRemote Sensing, 10(10): p. 1600EM sensing 24 citations
-
2015Reconstruction of scatterers with four different boundary conditions by T-matrix methodSong, R., X. Ye, and X. ChenInverse Problems in Science and Engineering, 23(4): p. 601-616EM sensing 8 citations
-
2014Multiplicative-Regularized FFT Twofold Subspace-Based Optimization Method for Inverse Scattering ProblemsXu, K., Y. Zhong, R. Song, X. Chen, and L. RanIEEE Transactions on Geoscience and Remote Sensing, (99): p. 1-10EM sensing 68 citations
-
2014Application of T-matrix method in solving mixed boundary separable obstacle problemYe, X., R. Song, and X. ChenOptics Express, 22(13): p. 16273–16281EM sensing 6 citations
-
2013Improving the Performances of the Contrast Source Extended Born Inversion Method by Subspace TechniquesAgarwal, K., R. Song, M. D'Urso, and X. ChenIEEE Geoscience and Remote Sensing Letters, (99): p. 1-5EM sensing 21 citations
-
2013Simultaneous reconstruction of dielectric and perfectly conducting scatterers via T-matrix methodYe, X., X. Chen, Y. Zhong, and R. SongIEEE Transactions on Antennas and Propagation, (99): p. 1-1EM sensing 21 citations
-
2012Imaging three-dimensional anisotropic scatterers in multilayered medium by multiple signal classification method with enhanced resolutionSong, R., R. Chen, and X. ChenJournal of the Optical Society of America A, 29(9): p. 1900-1905EM sensing 20 citations
-
2012Electromagnetic imaging of separable obstacle problemYe, X., R. Song, K. Agarwal, and X. ChenOptics express, 20(3): p. 2206-2219EM sensing 16 citations
-
2012A multi-dimensional sampling method for locating small scatterersSong, R., Y. Zhong, and X. ChenInverse problems, 28(11): p. 115004EM sensing 4 citations
-
2012Imaging small three-dimensional elastic inclusions by an enhanced multiple signal classification methodSong, R., X. Chen, and Y. ZhongThe Journal of the Acoustical Society of America, 132(4): p. 2420-2426EM sensing 3 citationscheck
-
2012Analysis of cutoff wavelength of elliptical waveguide by regularized meshless methodSong, R. and X. ChenInternational Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 25(5-6): p. 417-427EM sensing 2 citations
-
2010Full-vectorial modal analysis for circular optical waveguides based on the multidomain Chebyshev pseudospectral methodSong, R., J. Zhu, and X. ZhangJournal of the Optical Society of America B: Optical Physics, 27(9): p. 1722-1730EM sensing 14 citations
-
2010A unified mode solver for optical waveguides based on mapped barycentric rational chebyshev differentiation matrixZhu, J., X. Zhang, and R. SongJournal of lightwave technology, 28(12): p. 1802-1810EM sensing 8 citations
-
2010Analytical diagonal elements of regularized meshless method for regular domains of 2D Dirichlet Laplace problemsChen, W. and R. SongEngineering analysis with boundary elements, 34(1): p. 2-8EM sensing 2 citations
-
2009An investigation on the regularized meshless method for irregular domain problemsSong, R. and W. ChenComputer Modeling in Engineering and Sciences (CMES), 42(1): p. 59EM sensing 23 citations
-
2009Fast and stable computation of optical propagation in micro-waveguides with lossZhu, J. and R. SongMicroelectronics Reliability, 49(12): p. 1529-1536EM sensing 12 citations
Conference presentations
- 王晗,宋仁成 "Uncertainty quantification for deep learning-based remote photoplethysmography," 2023 中国生物医学工程大会暨创新医疗峰会,苏州, 2023/5/18-21, 专题口头报告
- 任聪,宋仁成 "基于视频和FMCW雷达信息融合的非接触式人体呼吸率测量研究," 2023 中国生物医学工程大会暨创新医疗峰会,苏州, 2023/5/18-21, 专题口头报告
- Wang, Y., X. Yang, X. Liu, R. Song, and J. Zhang. Remote assessment of physiological parameters by non-contact methods to detect mental stress. in Eighth International Conference on Electronic Technology and Information Science (ICETIS 2023). 2023. SPIE.
- Qian, Z., X. Zhang, K. Xu, and R. Song, Physically Inspired Learning-based Microwave Imaging un- der Limited Aperture. 2023 Progress in Electromagnetic Research Symposium (PIERS 2023), Prague, 2023
- Liu, X., Z. Sun, X. Li, R. Song, and X. Yang, VidBP: Detecting Blood Pressure from Facial Videos with Personalized Calibration. 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2023, Sydney, 2023.
- H Zhao, Y Liu, R Song, "Physical-Based Deep Unrolling Network for Solving Full-Wave Inverse Scattering Problems," 2021-2022 IEEE MTT-S International Microwave Biomedical Conference (IMBioC),Suzhou, 2022, oral presentation
- M Li, R Song, "Physics-inspired SOM-Net for Solving Full-wave Inverse Scattering Problems," 2022 International Applied Computational Electromagnetics Society(ACES-China),Xuzhou, 2022/12/09-12, oral presentation
- M Li, R Song, "Electromagnetic Inverse Scattering With an Untrained Neural Network," 2022 IEEE MTT-S International Microwave Biomedical Conference (IMBioC),Suzhou, 2022, oral presentation
- Y Huang, R Song, "Learning-based Electromagnetic Inverse Scattering with Mixed Boundaries," 2021-2022 Progress in Electromagnetic Research Symposium (PIERS 2021-2022),Hangzhou, 2022, oral presentation
- 宋仁成, 孙晓雪, 成娟,陈勋 "Remote Photoplethysmography Methods Robust Against Spatially Uneven Illuminations," 2021-2022 中国生物医学工程大会暨创新医疗峰会,线上会议, 2022, 专题口头报告
- Y Huang, R Song, "Structural similarity loss functions for deep learning based inverse scattering methods," 2020 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO 2020),Hangzhou, 2020, oral presentation
- R Song, Y Huang, "Electromagnetic inverse scattering with perceptual adversarial networks," 2020 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO 2020),Hangzhou, 2020, oral presentation
- S Zhang, R Song, J Cheng, Y Zhang, X Chen, "A feasibility study of a video-based heart rate estimation method with convolutional neural networks," 2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), Tianjin, 2019, oral presentation
- L Pan, R Song, SP Yeo, X Chen, "Compressive-sensing-based Phaseless Imaging," PIERS 2013, Taipei, 2013, poster
- R Song, X Ye, X Chen, "Reconstruction of Electromagnetic Scatterers with Different Boundary Conditions," PIERS 2013, Taipei, 2013, poster
- R Song, Y. Zhong, X Chen, "A multi-dimensional sampling method for locating small inclusions by electromagnetic wave," International Conference on Inverse Problems and Related Topics 2012, Nanjing, 2012, oral presentation
- R Song, R Chen, X Chen, "Imaging of 3D Anisotropic Inclusions in Multi-layered Medium by MUSIC with Enhanced Resolution," PIERS 2012, Kuala Lumpur, 2012, oral presentation
- R Song, J Zhu, "A Large Range Step Method for the Waveguides with Loss," International Conference on Applied Mathematics: Modeling, Analysis and Computation, Hongkong, 2008, oral presentation
Patents
- US 11,574,459Distance-to-bed-boundary inversion solution pixelation
Wu, H.-H., R. Song, and L. Pan, 2023 - US 11,467,318Inversion processing of well log data
Wu, H.-H., G.A. Wilson, and R. Song, 2022 - US 11,525,353System and methods for evaluating a formation using pixelated solutions of formation data
Song, R., L. Pan, and H.-H. Wu, 2022 - US 11,299,978Multi-layer distance to bed boundary (DTBB) inversion with multiple initial guesses
Song, R., L. Pan, and H.-H. Wu, 2022 - US 11,098,578Quality factors for appraising resistivity LWD inversion performance
Wilson, G.A., B. Donderici, and R. Song, 2021 - US 11,118,441Optimized geosteering using real-time geological models
Ma, J., R. Song, and G.A. Wilson, 2021 - US 10,788,602Methods of selecting an earth model from a plurality of earth models
Song, R., G.A. Wilson, and B. Donderici, 2020 - US 10,725,196Bi-mode high frequency dielectric tool
Pan, L., C.-F. Wang, R. Song, and J. Ma, 2020 - US 10,620,334Modifying magnetic tilt angle using a magnetically anisotropic material
Pan, L., C.-F. Wang, W.H. Huang, and R. Song, 2020 - US 10,690,801Skin effect correction for focused electrode devices based on analytical model
Pan, L., Y. Fan, and R. Song, 2020 - US 10,656,302Dielectric logging tool comprising high-impedance metamaterials
Ewe, W.-B., R. Song, and G.A. Wilson, 2020 - US 10,436,931Electromagnetic sensor for a downhole dielectric tool
Pan, L., C.-F. Wang, R. Song, and J. Ma, 2019 - US 10,483,939Downhole logging tool using resonant cavity antennas with real-time impedance matching
Pan, L., L.E. San Martin, and R. Song, 2019 - US 10,317,563Frequency ratiometric processing of resistivity logging tool data
Donderici, B., R. Song, G.A. Wilson, and P.F. Rodney, 2019 - US 10,054,713Acousto-electromagnetic measurement through use of Doppler spectrum for casing corrosion evaluation
Kuo, C.-h. and R. Song, 2018