更新日期：2018年7月5日
姓 名 吴秋霞 性 别 女
出生年月 1983年9月 籍贯 湖北松滋市
民 族 汉族 政治面貌 党员
最后学历 博士研究生毕业 最后学位 工学博士
技术职称 副研究员 导师类别 硕导
行政职务Email qxwu@scut.edu.cn
工作单位 华南理工大学软件学院 邮政编码 510006
通讯地址 广州市番禺区广州大学城华南理工大学软件学院B7
单位电话 **


工作经历
2012年博士毕业后留校工作，先后于华南理工大学-广州现代产业技术研究院、华南理工大学-软件学院从事教学科研等相关工作。
教育经历
2012年博士毕业于华南理工大学自动化学院，2009年-2011年在澳大利亚悉尼大学留学两年。
社会、学会及学术兼职
IEEE会员，IEEE SMC Guangzhou Chapter秘书。作为主要成员参与了多个国际和国内会议的运作，担任2015年第二届复杂系统与控制研讨会、2016年第三届复杂系统与控制研讨会，组织委员会委员，同时担任IEEE T SMC、IET IMAGE PROCESSING、IEEE SIGNAL PROCESSING LETTERS、DICTA等多个国际期刊会议审稿人。
研究领域
智能算法与智能软件、多媒体技术、视频内容检索、生物特征识别、生物医学图像处理等
科研项目
[1] [国家级] 2015年国家自然科学基金青年项目，基于深度学习的复杂场景下人体行为识别研究，2016.01-2018.12
[2] [省部级] 2015年留学回国人员择优资助重点类项目，复杂场景下人体行为识别关键技术研究，2015.01-2015.12
[3] 2015年中央高校基本科研业务费面上项目，基于深度学习的复杂场景下人体行为识别研究，2015.01-2016.12
[4] 2013 年中央高校基本科研业务费博士启动项目：复杂场景中人 体行为识别方法的研究，2013.01-2014.12
[5] 广东省城市空调节能与控制工程技术研究开发中心开放基金项目，基于RFID的中央空调节能优化控制系统研究，2012.10-2013.12
[6] 企事业单位委托技术服务项目，农业物联网信息监控系统设计与研发，2015.03-2016.05
发表论文
2018年
[1]Yuxun Fang, Wenxiong Kang, Qiuxia Wu, A novel finger vein verification system based on two-stream convolutional network learning, Neurocomputing，2018.2 已在线刊出（SCI 2区，IF:2.471）
[2]Bin Zhu, Lianfang Tian, Qiliang Du, Qiuxia Wu, Lixin Shi, “An Improved Fractional-order Optical Flow Model for Motion Estimation”, Mathematical Problem in Engineering-Hindawi, 已录用 (SCI)
[3]Weidong Liu, Qiuxia Wu, guo jinhui, “Cable Routing Based on V-Grids and Modified ant colony Algorithm”, 2018 China Control Conference, 已录用
[4]Weidong Liu, Qiuxia Wu, guo jinhui, “Numerical Modeling and Auto Generation of 3D Dimension Chain”, 2018 Chinese Process Control Conference, 已录用

2017年
[5]Wing W. Y. Ng, Jinde Li, Jianjun Zhang, Qiuxia Wu, Jiayong Li, “Visual words selection for human action recognition using rbfnn via the minimization of L-GEM”, 2017 International Conference on Wavelet Analysis and Pattern Recognition, 2017. (SCI)
[6]Yuxun Fang, Wenxiong Kang, Qiuxia Wu, Lei Tang, “A novel video-based system for in-air signature verification”，Computers and Electrical Engineering, v 57, p 1-14, January 1, 2017 (SCI)
[7]Xinwei Qiu, Senping Tian, Wenxiong Kang, Wei Jia, Qiuxia Wu, “Finger Vein Presentation Attack Detection Using Convolutional Neural Networks”, Biometric Recognition -12th Chinese Conference, CCBR2017, 2017. (EI)

2016年
[8]Zhixing Huang, Wenxiong Kang, Qiuxia Wu, Junhong Zhao, Wei Jia, “A finger vein identification system based on image quality assessment”, Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 9967 LNCS, p 244-254, 2016, Biometric Recognition - 11th Chinese Conference, CCBR 2016, Proceedings, 2016. (EI)
[9]Xiaobin Zhuang, Wenxiong Kang, Qiuxia Wu, Real-time Vehicle Detection with Foreground-based Cascade Classifier, IET Image Processing, April 1, 2016. 10（4）：p 289-296.(SCI, IF:0.753)
[10]Lei Tang, Yuxun Fang, Qiuxia Wu, Wenxiong Kang, Junhong Zhao, “Online finger-writing signature verification on mobile device for local authentication”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 9967 LNCS, p 409-416, 2016, Biometric Recognition - 11th Chinese Conference, CCBR 2016, Proceedings, 2016. (EI)

2015年
[11]Dejian Li, Xishun Yue, Qiuxia Wu, Wenxiong Kang, CPGF: Core Point Detection from Global Feature for Fingerprint, CCBR2015, LNCS 9428, pp. 224–232, 2015. (EI)
[12]Xuekui Yan, Wenxiong Kang, Feiqi Deng, and Qiuxia Wu, “Palm vein recognition based on multi-sampling and feature-level fusion,” Neurocomputing, 2015. 151, Part 2(0): p. 798-807. (SCI, IF:2.102)
[13]Wenxiong Kang, Xiaopeng Chen, and Qiuxia Wu, “The biometric recognition on contactless multi-spectrum finger images,” Infrared Physics & Technology, 2015. 68(0): p 19-27, January 2015. (SCI, IF:1.416)

2014年
[14]Wenxiong Kang, Qiuxia Wu, “Pose Invariant Hand Shape Recognition Based on Finger Geometry,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, 44(11), p1510-1521, November 2014. (SCI, IF:2.0)
[15]Wenxiong Kang, and Qiuxia Wu, “Contactless Palm Vein Recognition Using a Mutual Foreground-Based Local Binary Pattern,” IEEE Transactions on Information Forensics and Security, 9(11), p1974-1985, November 2014. (SCI, IF:2.065)
[16]Zeyi Huang, Wenxiong Kang, Qiuxia Wu, Xiaopeng Chen, “A new descriptor resistant to affine transformation and monotonic intensity change,” Computer Vision and Image Understanding, v 120, p 117-125, March 2014. (SCI, IF: 2.20)
[17]Wenxiong Kang, Yang Liu, Qiuxia Wu, Xishun Yue, “Contact-free palm-vein recognition based on local invariant features,” PLoS One. 2014 May 27; 9(5):e97548. (SCI, IF:3.534)

2013年
[18]Qiuxia Wu, Zhiyong Wang, Feiqi Deng, Zheru Chi, and David Dagan Feng, "Realistic Human Action Recognition with Multi-modal Feature Selection and Fusion," IEEE Transactions on Systems, Man, and Cybernetics Part A: Systems and Humans, 43(4), p875-885, July 2013. (SCI, IF:2.0)
[19]Qiuxia Wu, Zhiyong Wang, Feiqi Deng, Wenxiong Kang, Zheru Chi, and David Dagan Feng, "Discriminative Two-level Feature Selection for Realistic Human Action Recognition," Journal of Visual Communication and Image Representation, 24(7), p1064-1074, October 2013. (SCI, IF: 1.43)

2012-2009年
[20]Qiuxia Wu, Feiqi Deng, and Wenxiong Kang, “Human action recognition in complex scenes based on fuzzy integral fusion,” Journal of South China University of Technology (Natural Science), 40(1), p146-151, January 2012, in Chinese. (EI)
[21]Qiuxia Wu, Zhiyong Wang, Feiqi Deng, and David Dagan Feng, "Realistic Human Action Recognition with Audio Context," International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, Australia, December, 2010. (EI)
[22]Qiuxia Wu, Shiyang Lu, Zhiyong Wang, Feiqi Deng, Wenxiong Kang and David Dagan Feng, "Structure Context of Local Features in Realistic Human Action Recognition," The 3rd International Workshop on Video Event Categorization, Tagging and Retrieval for Real-World Applications (VECTaR2011 In Conjunction with ICCV 2011), Bacelona, Spain, November, 2011. (EI)
教学活动
主讲软件工程专业基础课：
（1）数字逻辑 48学时
（2）图像处理基础 48学时
指导学生情况
指导学生SRP项目、本科创新创业项目等
我的团队
目前所在的软件学院数据科学与智能软件团队，有正高2名，副高5名，中级1名。以软件工程需求和数据驱动为出发点，我们主要开展面向软件工程的大数据分析、基于搜索的软件测试用例自动生成、智能算法理论及其应用、机器学习和模式识别构件库建设、多源异构数据分析、医学图像分析等方面的研究，主持国家自然科学基金4项、国家社科基金重大项目子课题1项、省部级项目8项目，在IEEE Transactions on Fuzzy Systems、IEEE Transactions on Image Processing、IEEE Transactions on Cybernetics、IEEE Transactions on Medical Imaging、IEEE Transactions on Systems Man Cybernetics-Systems 、Information Science、Expert Systems with Applications、Neurocomputing、Soft Computing、ICDM、SDM、《中国科学》、《计算机学报》、《电子学报》、《计算机研究与发展》和《模式识别与人工智能》等国内外的重要杂志和国际学术会议上发表学术论文200余篇，获得广东省科技进步一等奖1项、广东省自然科学二等奖1项、其它省部级奖5项。目前，本团队培养了国家优青1人、广东省杰青4人、广东省珠江青年学者1人。

欢迎对相关领域研究感兴趣的同学与我们联系，一起参与研究项目及报读我们团队的研究生，同时也欢迎感兴趣的本科生同学加入我们团队的研究课题。