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副教授

副教授

宋仁成

2021-08-25 浏览次数:391


姓  名:宋仁成

职  称:副研究员

所属系:生物医学工程系

邮  箱:rcsong@hfut.edu.cn

电  话:

个人简历:

 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。20107-201212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,20131-20174月于哈里伯顿公司担任电磁主任科学家职位,20175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 TIMIEEE JBHIIEEE Sensor JIEEE TAPIEEETGRS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)。


欢迎对科研有热情、对医学信息智能感知等研究方向感兴趣的同学报考我的研究生,可将个人简历发送到我的邮箱,更多信息见个人英文学术主页:https://renchengsong.github.io/


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

开设课程:

本科生:医学数据分析、深度学习导论

研究生:多变量统计分析、神经网络

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

发表论文:

主要代表性论文(*表示通讯作者)

[1] Y Xie, R Song*, D Yang, H YuC Sun, Q Xie and Ronald X. Xu, "Motion robust ICG measurements using a two-step spectrum denoising method," Physiological Measurement, 2021, in press.


[2] R Song, G Wang, J ChengA 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.


[3] R Song, Y Huang, K XuX 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.


[4] 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.


[5] 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.


[6] 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.


[7] 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.


[8] 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.  


[9] 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.


[10] 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.


[11] 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.


[12] 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.


[13] R. Song, X.Z. Ye, and X. Chen, Reconstruction of scatterers with four dierent boundary conditions by T-matrix method, Inverse Problems in Science and Engineering, Vol. 23, pp. 601-616, 2015.


[14] R. Song and X. Chen, Analysis of cuto wavelength of elliptical waveguide by regularized meshless method, International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, Vol. 25, pp. 417–427, 2012.


[15] 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.


[16] R. Song, X. Chen, and Y. Zhong, Imaging small three-dimensional elastic inclusions by enhanced multiple signal classication method, Journal of the Acoustical Society of America, Vol. 132, pp 2420-6, 2012.


[17] R. Song, Y. Zhong and X. Chen, A multi-dimensional sampling method for locating small scatterers, Inverse Problems, Vol. 28, pp. 115004, 2012.


[18] 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.


专著教材:



申请专利:

已授权国家发明专利

[1] 宋仁成,张森乐,陈勋,成娟,李畅,刘爱萍,刘羽.一种基于卷积神经网络的非接触式心率测量方法. 中国发明专利, ZL201910304963.3, 2021

[2] 宋仁成,潘立,Mark Wu. 用多个初始猜测进行的多层地床边界距离(DTBB)反演. 中国发明专利, ZL201780082549.1, 2021

[3] 陈勋,成娟,宋仁成,徐灵曦. 一种非接触式的婴儿生理参数昼夜监护方法.中国发明专利, ZL201810269025X,2020

[4] 成娟,魏馥琳,刘羽,陈勋,李畅,宋仁成. 一种中国普乐手语编码的手势动作识别方法.中国发明专利, ZL2019103391156, 2020


已授权美国专利

[1] R Song, GA Wilson, B Donderici, "Methods of selecting an earth model from a plurality of earth models," US Patent 10,788,602, 2020.

[2] C Kuo, R Song, "Acousto-electromagnetic measurement through use of Doppler spectrum for casing corrosion evaluation," US Patent 10,054,713, 2018.

[3] J Ma, R Song, GA Wilson, "Optimized geosteering using real-time geological models," US Patent 10,167,713, 2018.

[4] B Donderici, R Song, GA Wilson, PF Rodney, "Frequency ratiometric processing of resistivity logging tool data," US Patent 10,317,563, 2019.

[5] L Pan, CF Wang, R Song, J Ma, "Bi-mode high frequency dielectric tool," US Patent 10,725,196, 2020.

[6] L Pan, Y Fan, R Song, "Skin effect correction for focused electrode devices based on analytical model," US Patent 10,690,801, 2020.

[7] L Pan, LE San Martin, R Song, "Downhole logging tool using resonant cavity antennas with real-time impedance matching," US Patent 10,483,939, 2019.

[8] WB Ewe, R Song, GA Wilson, "Dielectric logging tool comprising high-impedance metamaterials," US Patent 10,656,302, 2020.

[9] L Pan, CF Wang, WH Huang, R Song, "Modifying magnetic tilt angle using a magnetically anisotropic material," US Patent 10,620,334, 2020.

[10] L Pan, CF Wang, R Song, J Ma, "Electromagnetic sensor for a downhole dielectric tool," US Patent 10,436,931, 2019.


获奖成果: