Yang Xue, Ph.D.

Associate Professor

Office Room 416 Shaw Building

Tel. +86-020-87113540

Email yxue@scut.edu.cn

Address Shaw Building, South China University of Technology, Guangzhou, China, 510520

Research direction

Wearable Computing and HCI Intelligent System

Recent research focus

1. Wearable Computing（可穿戴计算）

(1) Activity Recognition based on Inertial Sensors（人体行为识别）

(2) Air-writing Recognition based on Inertial Sensors（空中手写识别）

2. HCI Intelligent System（人机交互智能系统）

Brief Bio

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

Projects

· Natural Science Foundation of China(国家自然科学基金青年基金，主持)

· Guangdong Natural Science Foundation（广东省自然科学基金博士启动，主持）

· Fundamental Research Funds for the Central Universities of China（中央高校基本科研业务费，主持）

· MSRA College Cooperation Fund（微软亚洲研究院高校合作基金，联合主持）

· Guangzhou Samsung Research College Cooperation Fund（广州三星研究院高校合作项目，联合主持）

Teaching

· Signals and Systems (national superior course, in Chinese, fourth semester)

· Digital Signal Processing(Guangdong superior course, in Chinese, fifth semester)

Publications

1) D.P. Tao, L.W. Jin, Y. Yuan, Y. Xue, Ensemble Manifold Rank Preserving for Acceleration-Based Human Activity Recognition, IEEE Transactions on Neural Networks and Learning Systems, 2014. (SCI 1区)

2) Y. Xue, Y.Q. Hu, L.W. Jin,Activity recognition 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)

3) 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）

4) 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. Of ICPR2012, 2012.

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) 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. （EI）

7) 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 (ICPR, rank 2级别的会议), pp.4218-4221, 2010. （EI）

8) 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.（EI）

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；

授权日期：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；

授权日期：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；

授权日期：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；专利号：201410179119.X；

6) 薛洋，胡耀全，金连文，一种用于人体动作识别的聚类特征融合方法；（三星研究院合作基金申请）