2017-05-10
浏览次数:1147Yang 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.
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
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
[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.
[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:2012年10月13日
[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:2012年12月26日
[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:2012年8月22日
[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。