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Kechen Song(Associate professor)

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  • Supervisor of Doctorate Candidates  Supervisor of Master's Candidates
  • Name (English):Kechen Song
  • E-Mail:
  • Education Level:With Certificate of Graduation for Doctorate Study
  • Gender:Male
  • Degree:博士
  • Status:Employed
  • Alma Mater:东北大学
  • Teacher College:机械工程与自动化学院

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Ke-Chen Song   (宋克臣)


Kechen Song (Member, IEEE) received the B.S., M.S., and Ph.D. degrees from the School of Mechanical Engineering and Automation, Northeastern University, Shenyang, China, in 2009, 2011, and 2014, respectively.,From 2018 to 2019, he was an Academic Visitor with the Department of Computer Science, Loughborough University, Loughborough, U.K. He is currently an Associate Professor with the School of Mechanical Engineering and Automation, Northeastern University. His research interests include vision-based inspection system for steel surface defects, surface topography, image processing, pattern recognition, and robotics.KCSONG.jpg


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Address:WenHua Road 3-11,  Heping District,  Shenyang,  110819,  P. R. China

E-mail: songkc@me.neu.edu.cn; unkechen@gmail.com


Research Interests:
  1.  Vision-based Inspection System for Steel Surface Defects
 2.  Multi-Modal Image Analysis and Application
 3.  Image Processing (stereo matching, Image segmentation, feature extraction, texture classification)
4.  3D shape measurement


Education:

 09/2011---07/2014 PhD., School of Mechanical Engineering & Automation, Northeastern University, Shenyang, Liaoning, P.R. China.
09/2009---07/2011 M.Sc., School of Mechanical Engineering & Automation, Northeastern University, Shenyang, Liaoning, P.R. China.
09/2005---07/2009 B.Sc., School of Mechanical Engineering & Automation, Northeastern University, Shenyang, Liaoning, P.R. China.
 
 Work Experience:
09/2018---09/2019  Academic Visitor, Department of Computer Science, Loughborough University, UK.
01/2019---present  Associate Professor, School of Mechanical Engineering & Automation, Northeastern University, Shenyang, Liaoning, P.R. China.
08/2014---12/2018  Lecturer, School of Mechanical Engineering & Automation, Northeastern University, Shenyang, Liaoning, P.R. China.

 
Professional Activities:

Regular reviewer for:
IEEE Transactions on Industrial Informatics, IEEE Transactions on Cybernetics, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Multimedia, IEEE Transactions on Artificial Intelligence, IEEE Transactions on Instrumentation and Measurement, IEEE Transactions on Industrial Electronics, IEEE Transactions on Mechatronics, IEEE Transactions on Vehicular Technology, IEEE Transactions on Emerging Topics in Computational Intelligence,  IEEE Signal Processing Letters , IEEE Sensors Journal, Machine Vision and Applications, Pattern Recognition, Pattern Recognition Letters, Expert Systems With Applications, Optics and Lasers in Engineering, Measurement, Mechanical Systems and Signal Processing, Chemometrics and Intelligent Laboratory Systems, Journal of Visual Communication and Image Representation, Optical Engineering, Steel Research International, Journal of X-Ray Science and Technology, IET Image Processing, and so on.


Funded Research Projects:

1.Kechen Song (Principal Investigator), The National Natural Science Foundation of China (No. 51805078), “Research on surface defect 3D dynamic detection theory and recognition methods for larger-scale high temperature structural”, ¥250,000 (2019-2021)

2.Kechen Song (Principal Investigator), The Fundamental Research Funds for the Central Universities (No. N170304014), “Research on high-speed rail surface 3D profile measurement and defect detection recognition method”, ¥130,000 (2017-2019)
3.Kechen Song (Principal Investigator), The Fundamental Research Funds for the Central Universities (No. N140303008), “3 D dynamic deformation measurement using machine vision”, ¥85,000 (2014-2016)
4.Kechen Song (Principal Investigator), The Fundamental Research Funds for the Central Universities (No. N120603003), “Nonholonomic information image target detection and recognition technology”, ¥46,000 (2013-2014)
5.Yunhui Yan (Principal Investigator), and Kechen Song, The National Natural Science Foundation of China (No. 51374063), “Method of pattern recognition for metal plate surface without complete information objects”, ¥800,000 (2014-2017)
6.Yunhui Yan (Principal Investigator), and Kechen Song, The National High-tech Research and Development Projects (863) (No. 2008AA04Z135), “Techniques of appraisement and premonition for surface quality of strip steel”, ¥800,000 (2008-2010)


Patents:
1.“Rapid 3D topography measurement method based on Fourier transform without phase unwrapping”, Kechen Song, et al., P. R. China, CN201510515682, 2017.
2.“A kind of silicon steel plate surface defect image detection method under the interference of oil pollution”, Kechen Song, et al., P. R. China, CN201410548807, 2017.
3.“A kind of tiny silicon steel plate surface defect detection method based on the significantly active contour model”, Kechen Song, et al., P. R. China, CN201310548696, 2016.
4.“A kind of hot rolled steel plate surface defect image recognition method based on the neighborhood information assessment”, Kechen Song, et al., P. R. China, CN201310210470, 2015.


Awards:

2021.12. Outstanding Contribution Reviewer of 《IEEE Transactions on Instrumentation and Measurement

2018.10. Outstanding Contribution Reviewer of 《Optics and Lasers in Engineering

2018.2. Outstanding Contribution Reviewer of 《Chemometrics and Intelligent Laboratory Systems
2017. Frontrunner 5000 Top Articles in Outstanding S&T Journals of China
2017. Natural Science Academic Achievement of Liaoning Province
2014. Excellent graduate student of Liaoning Province
2013. National scholarship for graduate students
2012. Supported by the Fundamental Research Funds for the Central Universities (No.N120603003):2013.01-2014.06
2012. New PHD Researcher Award by Ministry of Education.
2012. Excellent doctoral dissertation cultivate funding of Northeastern University
2010. “New Academic Star Award”of Northeastern University.
2010. Excellent graduate student of Northeastern University.
2008. National scholarship
2007. National inspiring scholarship