Photo Gallery


You are now here Home > Academics > Professors >

AE:Bin Gao

published: 2016-12-27 11:38:00       hits: 

name : Bin Gao Sex: male phone: 13880704507
email: office-address: C2-403
PH.D  Supervisor: Yes Master Supervisor: Yes
major: Intelligent Information Processing and Control;Computer Vision and Pattern Recognition;Detection Technology and Automation Device
research interst: statistical signal processing, blind source separation, machine learning, audio and image signal processing, social signal processing and multi-physic mathmaticl modeling in Non-Destructive Evaluation (NDE), Thermography
Biography: I am now a professor in School of Automation Engineering and the visiting lecturer of Newcastle University, United Kingdom. I am also jointly supervising PhD students from Newcastle University with Doctor W.L. Woo, Prof Guiyun Tian and Prof Dlay. I have published more than 50 academical papers, these include (24 SCI indexed jounal papers such as IEEE TNNLS, IEEE TIE, Scientific Reports, APL, IEEE TCB where 11 papers are top journals which belong to JCR rank one and two). I award the best paper in conference FENDT 2014 and the guest editor of international journal RPSP and IJIIS. Currently, I am a principle investigator or co-investigator of the following projects, this include: 1). China fellowship research funding:  Impact Damage Detection and evaluation for carbon fiber reinforced plastic Using Eddy Current Pulsed Thermography. 2). National Natural Science Foundation of China under Grant 51377015: Quantitative Fatigue Assessment and health state Monitoring Using Eddy Current Pulsed Thermography. 3). Sichuan Science and Technology Department under Grant 2013HH0059: International cross-discipline collaboration for non-destructive testing and health monitoring
Education experience: 2001-2005, Beng, Southwest Jiaotong university, China;2006-2007,Msc, Newcastle university, UK; 2007-2011,PhD, Newcastle university,UK; 2011-2013, Post doc, Newcastle university, UK
Selected Publications: [1] Bin Gao, Yunze He, Wai Lok Woo, Gui Yun Tian, Jia Liu, and Yihua Hu, “Multidimensional Tensor-Based Inductive Thermography With Multiple Physical Fields for Offshore Wind Turbine Gear Inspection”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 63, NO. 10, OCTOBER 2016.  [2] Bin Gao*, W.L. Woo, Guiyun Tian. “Electromagnetic Thermography Nondestructive Evaluation: PhysicsbasedModeling and Pattern Mining”, Sci. Rep. 6, 25480; doi: 10.1038/srep25480 (2016). [3] Bin Gao*,Wai Lok Woo,Yunze He,Guiyun Tian ,”Unsupervised Sparse Pattern Diagnostic of Defects with Inductive Thermography Imaging System”,IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,2016,12(1):371-383. [4] Bin Gao, W. L. Woo, Bingo W-K. Ling, “Machine Learning Source Separation using Maximum A Posteriori Nonnegative Matrix Factorization”, IEEE Transactions on Cybernetics, vol.44, no. 7, pp. 1169 – 1179, 2014. [5] Bin Gao, W.L. Woo*, “Wearable Audio Monitoring: Content-Based Processing Methodology and Implementation”, IEEE Transactions on Human-Machine Systems,vol 44, no.2, pp. 222-233, 2014. [6] Bin Gao*, W.L. Woo and S.S. Dlay, “Unsupervised Single Channel Separation of Non-Stationary Signals using Gammatone Filterbank and Itakura-Saito Nonnegative Matrix Two-Dimensional Factorizations”, IEEE Transactions on Circuits and Systems I, vol. 60, no. 3, pp. 662-675, 2013.[7] Bin Gao*, W.L. Woo, S.S. Dlay, “Variational Bayesian Regularized Two-Dimensional Nonnegative Matrix Factorization”, IEEE Transactions on Neural Networks and Learning Systems, vol. 23, pp. 703-716, 2012.                                                                                                        
Books: [1] Bin Gao, W.L. Woo, Novel Approach for Single Channel Blind Source Separation, LAP LAMBERT Academic Publishing, ISBN 978-3-659-26000-1, 2012.
[2] Bin Gao, W.L. Woo, S.S. Dlay, Non-negative Matrix Factorization With Sparsity Learning for Single Channel Audio Source Separation, Independent Component Analysis for Audio and Biosignal applications, InTech Open Access Publisher, ISBN 978-953-51-0782-8, 2012 (Book Chapter)
[3] Bin Gao and Wai Lok Woo, Itakura-Saito Nonnegative Matrix Two-Dimensional Factorizations for Blind Single Channel Audio Separation, Blind Source Separation Signals and Communication Technology 2014, pp 231-257, Springer (Book Chapter)