Yang Xue

Yang Xue, Ph.D

Associate Professor

Web:http://www.hcii-lab.net/staff/xueyang.htm/

Brief Bio:

I am an Associate Professor at the School of Electronic and Information Engineer at South China University of Technology (SCUT). I received my Ph.D. degree from SCUT in 2011, and a B.S. in Communication and Information System from North-East University in 2003. I am currently the youth learning backbone teacher in SCUT.

Research interests:

lMachine Learning, Deep Learning, Pattern Recognition

lWearable Computing

l Activity Recognition based on Inertial Sensors

l Air-writing Recognition based on Inertial Sensors

lHCI Intelligent System 

Projects:

lNatural Science Foundation of China

lGuangdong Natural Science Foundation

lFundamental Research Funds for the Central Universities of China

lMSRA College Cooperation Fund

lGuangzhou Samsung Research College Cooperation Fund

Publications:

[1] .Dapeng Tao, Lianwen Jin, Yuan Yuan,Yang Xue. Ensemble Manifold Rank Preserving for Acceleration-Based Human Activity Recognition, IEEE Trans. on Neural Networks and Learning Systems, 27(6):1392-1404, 2016. (SCI)

[2] .Lei Li, Lianwen Jin,Yang Xue, et al. Two Stages Stochastic Model for Cloud Computing Simulation of QoS and Resource Efficiency Cost Analysis, Chinese Journal of Electronics 2016.SCI已录用)

[3] .Y. Xue, Y.Q. Hu, L.W. Jin,Activityrecognition based on an accelerometer in a smart phone using an FFT-based new feature and fusion methods, IEICE TRANSACTIONS on Information and Systems, E97-D (8): 2182-2186, 2014. (SCI)

[4] .Y. Xue, L.W. Jin,Discrimination between Upstairs and Downstairs based on Accelerometer, IEICE TRANSACTIONS on Information and Systems, E94-D (6): 1173-1177, 2011.SCI )

[5] .薛洋,金连文.旋转特征:一种特征用于基于三轴加速度传感器的三维空间书写数字识别,《模式识别与人工智能》,24 (4): 492-500, 2011.EI

[6] .Songbin Xu,Yang Xue, Air-writing Characters Modeling and Recognition on Modified CHMM, Proc. of IEEE SMC, 2016. (EI)

[7] .Y.Q. Chen,Y. Xue, A Deep Learning Approach to Human Activity Recognition Based on Single Accelerometer, In Proc. of IEEE SMC, pp.1488-1492, 2015.

[8] .L.W. Jin,Y. Xue, H.Y. Mao, H.Z. Zhang,A New Weightlessness-like based Fall Detection Algorithm for A Single Tri-axial Accelerometers, In Proc. ofICPR2012, 2012

[9] .Y. Xue, L.W. Jin,Walking Pattern Discrimination based on Wavelet and Fractal Analysis, The 2011 Int. Conf. on Artificial Intelligence (ICAI), pp.2925-2930, 2011..

[10] .Y. Xue, L.W. Jin,A New Rotation Feature for Single Tri-axial Accelerometer Based 3D Spatial Handwritten Digit Recognition, Int. Conf. on Pattern Recognition, pp.4218-4221, 2010.

[11] .Y. Xue, L.W. Jin,A naturalistic 3D acceleration-based activity dataset & benchmark evaluations, IEEE Int. Conf. on System Man and Cybernetics (IEEE SMC), pp.4081-4085, 2010.

Patents:

[1] .薛洋,金连文,一种基于加速度传感器的手势识别的旋转特征提取方法;专利号:

201010204591.6;专利授权时间:20121013

[2] .薛洋,金连文,一种应用于手势识别的旋转特征码的距离测度方法;专利号:201010204595.4

专利授权时间:20121226

[3] .薛洋,金连文,一种基于加速度传感器的手势识别方法;专利号:201010204587.X;专利授权时

间:2012822

[4] .薛洋胡耀全金连文,一种应用于人体动作识别的三轴特征融合方法;专利号:201410179116.6

[5] .薛洋刘龙坡金连文,一种基于加速度传感器的实时步长估计方法;201410179119.X

[6] .薛洋,徐松斌。一种基于加速度计和陀螺仪的空中手写字符识别方法(发明专利);专利号:201610841152.3

[7] .薛洋,陈宇清。一种基于三轴加速度计的宠物运动识别方法(发明专利);专利号:201610971131.3

[8] .薛洋,陈宇清。一种面向嵌入式平台的宠物运动识别方法(发明专利);专利号:201610971132.8

[9] .薛洋,陈宇清。一种面向嵌入式平台的宠物睡眠识别方法(发明专利);专利号:201611027112.1