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胡晓

2018/06/05  点击:[]

                                             

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胡 晓 博士 教授 硕士生导师

研究方向:计算机视觉,人工智能,视频人物行为分析

办公地点:工程实验北楼,ORCID iD0000-0002-0251-828X

办公电话:020-39366923                   

电子邮箱: huxiao@gzhu.edu.cn

个人简介:

现今,在广州大学从事电气信息及自动化领域相关教学工作,主持广东省教育厅教研改革项目1项,发表教研论文3篇。曾三次获 “最受学生欢迎老师”和三次 “教学优秀一等奖”,于2009年获得“南粤优秀教师”。从事电子信息领域相关科研,主持国家和广东省自然科学基金项目各1项,广东省科技计划项目1项和广州市资助科研项目2项。在Pattern Recognition, NeurocomputingMeasurementSignal Image and Video Processing, Computer Methods and Programs in BiomedicineJ Zhejiang Univ-Sci C等期刊和人工智能国际会议(AAAI-20)发表SCI检索学术论文7篇。获省科技进步奖三等奖1项。 目前为Transactions on Image Processing, Measurement等国际期刊审稿专家。

教育经历:

2003.09-2005.12  上海交通大学 生物医学工程,  博士

2000.09-2003.07    通信与信息系统,硕士

1988.09-1991.06   湖南省农机校 机电师资

职业经历:

1. 学术工作经历

◆  2006.07–现今  广州大学 十大网赌网址官网

◆ 1991.072000.08  湖南郴州机械电力工程学院

2.海外工作经历

◆ 2016.01-2017.01  澳大利亚 昆士兰大学, 访问学者

 

讲授课程:

1.研究生课程

随机过程,计算机视觉

2.      本科生课程

模拟电子技术,数字电子技术,信号与系统,数字图像处理,计算机视觉

 

研究成果:

1、以第一作者或通信作者(研究生第一作者)发表科研论文:

[1]     Xiao Hu*, Juan Sun, Zhuohao Mai, Shuyi Li, Shaohu Peng, Face quality analysis of single-image super-resolution based on SIFT, Signal Image and Video Processing, 2020, 14:829-837. (SCI, IF=1.896)

[2]     Peirong Ma, Xiao Hu*, A Variational Autoencoder with Deep Embedding Model for Generalized Zero-Shot Learning, The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, USA, 2020-2-7 to 2020-2-12. p.11733-11740.

[3]     Zhuohao Mai, Xiao Hu*, Shaohu Peng, Human Pose Estimation via Multi-Scale Intermediate Supervision Convolution Network, the 12th International Congress on Image and Signal Processing, Suzhou China, 2019-10-19 to 2019-10-21. (EI)

[4]     Xiao Hu*, Peirong Ma, Zhuohao Mai, Shaohu Peng, Zhao Yang, Li Wang, Face hallucination from low quality images using definition-scalable inference, Pattern Recognition, 2019,94:110-121. (SCI, JCR Q1, IF=5.898)

[5]     Xiaoxuan Chen, Xiao Hu*, Jieqi Zhu, Zhao Yang, Li Wang, Juan Sun, A Visual Tracking Algorithm Based on Visual Saliency and Multiple Features Fusion, the 11th International Congress on Image and Signal Processing, Beijing China, 2018-10-13 to 2018-10-15. (EI)

[6]     Xiao Hu*, Shaohu Peng, Li Wang, Zhao Yang, Zhaowen Li, Surveillance video face recognition with single sample per person based on 3D modeling and blurring, Neurocomputing, 2017,235:46-58. (SCI /EI)

[7]     Xiao Hu*, Qixin Liao, Shaohu Peng, Video surveillance face recognition by more virtual training samples based on 3D modeling, International Conference on Natural Computation, January, 2016, 113-117.(EI)

[8]     Xiao Hu*, Shaohu Peng, Jiyong Yan, Na Zhang, Fast Face Detection Based on Skin Color Segmentation Using Single Chrominance Cr, IEEE, CISP 2014, October, Dalian, China, 2014, 789-794. (EI)

[9]     Xiao Hu*, Jingjing Liu, Jiaqing Wang, Zhong Xiao, Jing Yao, Automatic Detection of Onset and Offset of QRS Complexes Independent of Isoelectric Segments, Measurement, 2014,51(5):53-62. (SCI /EI )

[10] Xiao Hu*, Jingjing Liu, Jiaqing Wang and Zhong Xiao, Detection of Onset and Offset of QRS Complex Based a Modified Triangle Morphology, Lecture Notes in Electrical Engineering, 2013,269(4):2893-2901. (EI)

[11] Xiao Hu*, Changhong Liu, Waixi Liu, Campus Monitoring Network Based on Convergence of 3G Mobile Communication and Zigbee, Frontiers in Computer Education, 2012,133:289-295. (EI)

[12] Xiao HU*, Zhong XIAO, Ni ZHANG, Removal of baseline wander from ECG signal based on a statistical weighted moving average filter, J Zhejiang Univ-Sci C, 2011, 12(5):397-403. (SCI /EI)

[13] HU Xiao*, WANG Jia-qing, ZHANG Ni, Detecting Onset and Offset of QRS Complex Based on Measurement of a Triangle, Journal of Applied Scienses — Electronics and Information Engineering, 2011, 29(3):289-293. (EI )

[14] Xiao HU*, Wangxin YU, Jing YAO, Multi-oriented 2DPCA for Face Recognition with One Training Face Image per Person, Journal of Computational Information Systems, 2010,6(5):1563-1570. (EI)

[15] Hu Xiao*, Yu Wang-xin, Yao Jing, Face Recognition Using Binary Structure-Based Feature Selection, Journal of Applied Sciences — Electronics and Information Engineering, 2010, 28(3):271-275. (EI)

[16] Xiao Hu*, Zhong Xiao, Changhong Liu, Reduction Arithmetic for Power Line Interference from ECG Based on Estimating Sinusoidal Parameters, 2010 3rd International Conference on Biomedical Engineering and Informatics (BMEI 2010), 2010:2089-2092. (EI)

[17] Hu Xiao*, Jiaqing Wang, Qun Yu, Waixi Liu, Jian Qin,et al, A Wireless Senor Network Based on ZigBee for Telemedicine System, The 2nd International Conference on Bioinformatics and Biomedical Engineering, 2008,1367-1370. (EI)

[18] Xiao Hu*, Qun Yu, Waixi Liu, Jian Qin, Feature Extraction of Surface EMG Signal Based on Wavelet Coefficient Entropy, The 2nd International Conference on Bioinformatics and Biomedical Engineering, 2008, 1758-1760. (EI).

[19] Xiao Hu*, Ping Yu, Qun Yu,Waixi Liu, Jian Qin, Classification of Surface EMG Signal Based on Energy Spectra Change, 2008 International Conference on BioMedical Engineering and Informatics, 2008,375-379. (EI).

[20] Xiao Hu, Xiaomei Ren, WANG Zhizhong*, Classification of surface EMG signal using relative wavelet packet energy. Computer methods and programs in biomedicine (IF: 2.503), 2005,79(3):189-195. (SCI/ EI).

[21] HU Xiao, REN Xiao-mei, WANG Zhizhong*. Classification of surface EMG signal with fractal dimension. Journal of Zhejiang University SCIENCE, 2005, 6B(8): 844-848. (EI).

[22] HU Xiao, REN Xiaomei, WANG Zhizhong*. Classification of forearm action surface EMG signals based on fractal dimension. Journal of Southeast University, 2005,21(3):324-329. (EI).

2、获奖及荣誉

[1]     2020年,被评为“最受学生欢迎老师”

[2]     2014获广州大学“教学优秀一等奖”

[3]     2013获广州大学“教学优秀一等奖”

[4]     2011年,被评为“最受学生欢迎老师”

[5]     2010年,被评为“最受学生欢迎老师”

[6]     2009年,获“南粤优秀教师”, “广州市优秀教师”, “广州大学优秀教师”

[7]     2008年,获广州大学“教学优秀一等奖”

科研服务:

1、近年主持的研究项目

[1] 2021.01-2024.12,国家自然科学基金(面上项目):类视网膜的视觉信息预处理立体神经网络理论研究(62076075);

[2] 2014.01-2016.04,广州市科技计划项目, 视频监控中远程人脸识别的关键技术研究(2014J4100127);

[3] 2013.10-2015.10,广东省自然科学基金(面上课题):基于压缩传感的视频监控远程人脸识别算法研究(No. S2013010013511);

[4] 2011.03-2012.12,广东省教育科学规划领导小组办公室:基于产学研平台的电气信息类专业创新创业型人才培养模式研究(No.2010tjk205);

[5] 2010.07-2012.06,广州市科技计划项目:ST段电交替特征提取及临床应用研究(No.2010Y1-C801);

[6] 2009.12-2011.06,广东省科技计划项目:隐性ST段电交替与冠心病的相关性研究及临床应用(No. 2009B060700124);

[7] 2008.01-2009.12,广州市教育科学“十一五”规划课题:基于3G移动通信网络的数字化校园建设研究(No.07B171) 。

2、专利

[1] 2013.06 一种便携式3G远程心电监护仪(专利号:ZL 2012 2 0636272.7

3、学术奖

[1]                2016.03,广东省科技进步奖三等奖 ,相控阵扬声器系统

[2]                2013.08,广州市科技进步奖三等奖 ,相控阵扬声器系统



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