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个人简介

宋仁成,博士,副研究员,硕士生导师,2010年博士毕业于浙江大学数学系,获计算数学专业理学博士学位。2010年7月-2012年12月于新加坡国立大学电气与计算机工程系陈旭东教授研究组从事博士后研究,2013年1月-2017年4月于哈里伯顿公司担任电磁主任科学家职位,2017年5月进入合肥工业大学仪器科学与光电工程学院任职。目前主要研究方向包括医学信息智能感知与信号处理、计算机视觉、电磁成像和机器学习等。近年来,作为项目负责人承担了安徽省重点研发计划、安徽省自然科学基金、校“十四五” 科技创新培育重点专项等科研项目。在IEEE TIM、IEEE JBHI、IEEE Sensor J、IEEE TAP、IEEETGRS等知名学术期刊发表论文30余篇,其中以第一/通讯作者身份发表论文20余篇,申请中国发明专利26项(已授权7项),申请美国发明专利15项(已授权10项)。 科研项目: 1)安徽省自然科学基金,2021-2023,项目负责人; 2)安徽省重点研究与开发计划(202104d07020005),2021-2023,项目负责人 3)合肥工业大学“十四五”科技创新培育重点专项(PA2021KCPY0051),2021-2022, 项目负责人 4)企业委托项目(W2020JSKF0292),2021,项目负责人

研究领域

医学信息智能感知与信号处理、计算机视觉、电磁成像与应用

近期论文

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Y Xie, R Song*, D Yang, H Yu,C Sun, Q Xie and Ronald X. Xu, "Motion robust ICG measurements using a two-step spectrum denoising method," Physiological Measurement, 2021, in press. R Song, G Wang, J Cheng,A Liu, C Li and X Chen, "Constrained Independent Vector Extraction of Quasi-Periodic Signals from Multiple Data Sets," Signal Processing, pp: 108296, DOI:10.1016/j.sigpro.2021.108296, 2021. R Song, Y Huang, K Xu,X Ye,C Li and X Chen, "Electromagnetic inverse scattering with perceptual generative adversarial networks," IEEE Transactions on Computational Imaging, Vol 7, pp: 689 - 699, 2021. K Xu, C Zhang, X Ye, and R Song*, "Fast Full-wave Electromagnetic Inverse Scattering Based on Scalable Cascaded Convolutional Neural Networks," IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2021.3093100, 2021. R Song, J Li, M Wang, J Cheng, C Li, X Chen, " Remote Photoplethysmography with An EEMD-MCCA Method Robust Against Spatially Uneven Illuminations," IEEE Sensors Journal, Vol 21(12), pp: 13484 - 13494, 2021. R Song, H Chen, J Cheng, C Li, Y Liu, X Chen, " PulseGAN: Learning to generate realistic pulse waveforms in remote photoplethysmography," IEEE Journal of Biomedical and Health Informatics, Vol 25 (5), pp: 1373-1384, 2021. J Cheng, P Wang, R Song*, Y Liu, C Li, Y Liu, X Chen, "Remote Heart Rate Measurement From Near-Infrared Videos Based on Joint Blind Source Separation With Delay-Coordinate Transformation," IEEE Transactions on Instrumentation and Measurement , Vol 70, pp: 5005313, 2021. R Song, J Li, J Cheng, C Li, Y Liu, X Chen, "Motion Robust Imaging Ballistocardiography Through a Two-Step Canonical Correlation Analysis," IEEE Transactions on Instrumentation and Measurement , Vol 70 , pp: 4001710, 2021. Y Huang, R Song*, K Xu, X Ye, C Li, X Chen, "Deep Learning Based Inverse Scattering with Structural Similarity Loss Functions," IEEE Sensors Journal, Vol 21 (4), pp: 4900 - 4907, 2021. R Song, S Zhang, C Li, Y Zhang, J Cheng, X Chen, "Heart rate estimation from facial videos using a spatiotemporal representation with convolutional neural networks," IEEE Transactions on Instrumentation and Measurement, Vol 69 (10), pp: 7411-7421, 2020. Z Ma, K Xu*, R Song*, CF Wang, X Chen, "Learning-based Fast Electromagnetic Scattering Solver through Generative Adversarial Network," IEEE Transactions on Antennas and Propagation, Vol 69 (4), pp: 2194 - 2208, 2020. R Song, S Zhang, J Cheng, C Li, X Chen, "New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method," Computers in Biology and Medicine, Vol 116, pp: 103535, 2020. R. Song, X.Z. Ye, and X. Chen, Reconstruction of scatterers with four different boundary conditions by T-matrix method, Inverse Problems in Science and Engineering, Vol. 23, pp. 601-616, 2015. R. Song and X. Chen, Analysis of cutoff wavelength of elliptical waveguide by regularized meshless method, International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, Vol. 25, pp. 417–427, 2012. R. Song, R. Chen, and X. Chen, Imaging three-dimensional anisotropic scatterers in multi-layered medium by MUSIC method with enhanced resolution, Journal of the Optical Society of America A, Vol. 29, pp. 1900-1905, 2012. R. Song, X. Chen, and Y. Zhong, Imaging small three-dimensional elastic inclusions by enhanced multiple signal classification method, Journal of the Acoustical Society of America, Vol. 132, pp 2420-6, 2012. R. Song, Y. Zhong and X. Chen, A multi-dimensional sampling method for locating small scatterers, Inverse Problems, Vol. 28, pp. 115004, 2012. R. Song, J.X. Zhu, X.C. Zhang, Full-vectorial modal analysis for circular optical waveguides based on the multidomain Chebyshev pseudospectral method, Journal of the Optical Society of America B: Optical Physics, Vol.27(9), pp. 1722-1730, 2010.

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