Rencheng Song

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 43

Top Topics

Convolutional Neural Networks

Coronary Artery Disease

Canonical Correlation Analysis

Top Venues

IEEE Trans. Instrum. Meas.

IEEE J. Biomed. Health Informatics

Comput. Biol. Medicine

IEEE Trans. Geosci. Remote. Sens.

Publications

Yuchang Zhao, Shuai Feng, Chang Li, Rencheng Song, Deng Liang, Xun Chen
Source-Free Domain Adaptation for Privacy-Preserving Seizure Prediction. IEEE Trans. Ind. Informatics 20 (2) (2024)
Rencheng Song, Wei Zhao, Juan Cheng, Chang Li, Xuezhi Yang
Video-Based Respiration Rate Measurement With Adaptive Filtering and Quality-Guided Pulse Selection. IEEE Trans. Instrum. Meas. 73 (2024)
Yanfeng Li, Jincheng Bian, Rencheng Song
Video-based deception detection using wrapper-based feature selection. CIVEMSA (2024)
Zhiwei Deng, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
Centroid-Guided Domain Incremental Learning for EEG-Based Seizure Prediction. IEEE Trans. Instrum. Meas. 73 (2024)
Changlin Chen, Qiman Wu, Jin Zhang, Haojie Xia, Pengrong Lin, Yong Wang, Mengke Tian, Rencheng Song
PCB: Uncertainty-Aware Unsupervised Defect Detection on PCB Images Using Reconstructive and Discriminative Models. IEEE Trans. Instrum. Meas. 73 (2024)
Yawei Chen, Xuezhi Yang, Rencheng Song, Xuenan Liu, Jie Zhang
Predicting Arterial Stiffness From Single-Channel Photoplethysmography Signal: A Feature Interaction-Based Approach. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Zheng Gong, Xuezhi Yang, Rencheng Song, Xuesong Han, Chong Ren, Hailin Shi, Jianwei Niu, Wei Li
Heart Rate Estimation in Driver Monitoring System Using Quality-Guided Spectrum Peak Screening. IEEE Trans. Instrum. Meas. 73 (2024)
Tingting Mao, Chang Li, Rencheng Song, Guoping Xu, Xun Chen
Online Seizure Prediction via Fine-Tuning and Test-Time Adaptation. IEEE Internet Things J. 11 (11) (2024)
Xuesong Han, Xuezhi Yang, Shuai Fang, Rencheng Song, Longwei Li, Jie Zhang
Noncontact Blood Pressure Estimation Using BP-Related Cardiovascular Knowledge: An Uncalibrated Method Based on Consumer-Level Camera. IEEE Trans. Instrum. Meas. 72 (2023)
Xuenan Liu, Xuezhi Yang, Rencheng Song, Dingliang Wang, Longwei Li
PFDNet: A Pulse Feature Disentanglement Network for Atrial Fibrillation Screening From Facial Videos. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Zhiwei Deng, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
EEG-based seizure prediction via hybrid vision transformer and data uncertainty learning. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Yu Liu, Yi Wei, Chang Li, Juan Cheng, Rencheng Song, Xun Chen
Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Juan Cheng, Runqing Liu, Jiajie Li, Rencheng Song, Yu Liu, Xun Chen
Motion-Robust Respiratory Rate Estimation From Camera Videos via Fusing Pixel Movement and Pixel Intensity Information. IEEE Trans. Instrum. Meas. 72 (2023)
Yusong Wang, Zheng Zong, Siyuan He, Rencheng Song, Zhun Wei
Push the Generalization Limitation of Learning Approaches by Multidomain Weight-Sharing for Full-Wave Inverse Scattering. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yi Wei, Yu Liu, Chang Li, Juan Cheng, Rencheng Song, Xun Chen
TC-Net: A Transformer Capsule Network for EEG-based emotion recognition. Comput. Biol. Medicine 152 (2023)
Wei Tao, Chang Li, Rencheng Song, Juan Cheng, Yu Liu, Feng Wan, Xun Chen
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention. IEEE Trans. Affect. Comput. 14 (1) (2023)
Chang Li, Yuchang Zhao, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
Patient-Specific Seizure Prediction From Electroencephalogram Signal via Multichannel Feedback Capsule Network. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Xuenan Liu, Xuezhi Yang, Rencheng Song, Jie Zhang, Longwei Li
VideoCAD: An Uncertainty-Driven Neural Network for Coronary Artery Disease Screening From Facial Videos. IEEE Trans. Instrum. Meas. 72 (2023)
Chang Li, Zhongzhen Zhang, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
EEG-Based Emotion Recognition via Neural Architecture Search. IEEE Trans. Affect. Comput. 14 (2) (2023)
Rencheng Song, Han Wang, Haojie Xia, Juan Cheng, Chang Li, Xun Chen
Uncertainty Quantification for Deep Learning-Based Remote Photoplethysmography. IEEE Trans. Instrum. Meas. 72 (2023)
Xuenan Liu, Zhaodong Sun, Xiaobai Li, Rencheng Song, Xuezhi Yang
VidBP: Detecting Blood Pressure from Facial Videos with Personalized Calibration. EMBC (2023)
Juan Cheng, Bicheng Yue, Rencheng Song, Yu Liu, Chang Li, Xun Chen
Motion-robust anterior-posterior imaging ballistocardiography for non-contact heart rate measurements. Biomed. Signal Process. Control. 86 (Part C) (2023)
Chang Li, Bin Wang, Silin Zhang, Yu Liu, Rencheng Song, Juan Cheng, Xun Chen
Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism. Comput. Biol. Medicine 143 (2022)
Yu Liu, Hao Zhao, Rencheng Song, Xudong Chen, Chang Li, Xun Chen
SOM-Net: Unrolling the Subspace-Based Optimization for Solving Full-Wave Inverse Scattering Problems. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chang Li, Chenhong Sui, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral Image. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Kuiwen Xu, Chen Zhang, Xiuzhu Ye, Rencheng Song
Fast Full-Wave Electromagnetic Inverse Scattering Based on Scalable Cascaded Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chang Li, Yimeng Hou, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
Multi-channel EEG-based emotion recognition in the presence of noisy labels. Sci. China Inf. Sci. 65 (4) (2022)
Rencheng Song, Xiaoxue Sun, Juan Cheng, Xuezhi Yang, Xun Chen
Video-Based Heart Rate Measurement Against Uneven Illuminations Using Multivariate Singular Spectrum Analysis. IEEE Signal Process. Lett. 29 (2022)
Rencheng Song, Guoping Wang, Juan Cheng, Aiping Liu, Chang Li, Xun Chen
Constrained independent vector extraction of quasi-periodic signals from multiple data sets. Signal Process. 189 (2021)
Rencheng Song, Youyou Huang, Kuiwen Xu, Xiuzhu Ye, Chang Li, Xun Chen
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks. IEEE Trans. Computational Imaging 7 (2021)
Juan Cheng, Meiyao Chen, Chang Li, Yu Liu, Rencheng Song, Aiping Liu, Xun Chen
Emotion Recognition From Multi-Channel EEG via Deep Forest. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Rencheng Song, Huan Chen, Juan Cheng, Chang Li, Yu Liu, Xun Chen
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Rencheng Song, Jiji Li, Juan Cheng, Chang Li, Yu Liu, Xun Chen
Motion Robust Imaging Ballistocardiography Through a Two-Step Canonical Correlation Analysis. IEEE Trans. Instrum. Meas. 70 (2021)
Juan Cheng, Yufei Xu, Rencheng Song, Yu Liu, Chang Li, Xun Chen
Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks. Comput. Biol. Medicine 138 (2021)
Juan Cheng, Ping Wang, Rencheng Song, Yu Liu, Chang Li, Yong Liu, Xun Chen
Remote Heart Rate Measurement From Near-Infrared Videos Based on Joint Blind Source Separation With Delay-Coordinate Transformation. IEEE Trans. Instrum. Meas. 70 (2021)
Rencheng Song, Senle Zhang, Juan Cheng, Chang Li, Xun Chen
New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method. Comput. Biol. Medicine 116 (2020)
Juan Cheng, Xingmao Wang, Rencheng Song, Yu Liu, Chang Li, Xun Chen
Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized cameras. Multim. Tools Appl. 79 (31-32) (2020)
Yu Liu, Yufeng Ding, Chang Li, Juan Cheng, Rencheng Song, Feng Wan, Xun Chen
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network. Comput. Biol. Medicine 123 (2020)
Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Jiayi Ma, Chenhong Sui, Xun Chen
Sparse unmixing of hyperspectral data with bandwise model. Inf. Sci. 512 (2020)
Rencheng Song, Senle Zhang, Chang Li, Yunfei Zhang, Juan Cheng, Xun Chen
Heart Rate Estimation From Facial Videos Using a Spatiotemporal Representation With Convolutional Neural Networks. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Xun Chen, Juan Cheng, Rencheng Song, Yu Liu, Rabab Ward, Z. Jane Wang
Video-Based Heart Rate Measurement: Recent Advances and Future Prospects. IEEE Trans. Instrum. Meas. 68 (10) (2019)
Senle Zhang, Rencheng Song, Juan Cheng, Yunfei Zhang, Xun Chen
A feasibility study of a video-based heart rate estimation method with convolutional neural networks. CIVEMSA (2019)
Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Hu Peng, Qiang Chen, Xun Chen
Hyperspectral Unmixing with Bandwise Generalized Bilinear Model. Remote. Sens. 10 (10) (2018)
Kuiwen Xu, Yu Zhong, Rencheng Song, Xudong Chen, Lixin Ran
Multiplicative-Regularized FFT Twofold Subspace-Based Optimization Method for Inverse Scattering Problems. IEEE Trans. Geosci. Remote. Sens. 53 (2) (2015)
Krishna Agarwal, Rencheng Song, Michele D'Urso, Xudong Chen
Improving the Performances of the Contrast Source Extended Born Inversion Method by Subspace Techniques. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)
Jianxin Zhu, Rencheng Song
Fast and stable computation of optical propagation in micro-waveguides with loss. Microelectron. Reliab. 49 (12) (2009)