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 iD：0000-0002-0251-828X办公电话：
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, Neurocomputing，Measurement，Signal Image and Video Processing, Computer Methods and Programs in Biomedicine，J 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 云 南 大 学， 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 机械与电气工程学院
◆ 1991.07–2000.08 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****
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] XiaoHu*, JuanSun, ZhuohaoMai, ShuyiLi, ShaohuPeng, 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年, 获广州大学“教学优秀一等奖”
[3] 2013年, 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(**);
[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(2014J**)；
[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. S20**)；
[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. 2009B）；
[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 **.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