更新日期：2018年9月3日
姓 名 余卫宇 性 别 男
出生年月 1972年1月 籍贯 台山市
民 族 汉族 政治面貌 群众
最后学历 博士研究生毕业 最后学位 工学博士
技术职称 副教授 导师类别 硕导
行政职务Email yuweiyu@scut.edu.cn
工作单位 电子与信息学院 邮政编码 510640
通讯地址
单位电话


个人简介
男， 通信与信息处理博士，副教授。主要从事图像处理与模式识别，深度学习等方面研究。近年发表SCI,EI论文50多篇，参与国家重点研发计划2项，其中课题负责人1项，主持广东省自然科学基金1项，参与国家重点/面上项目3项，中美计算机研究中心项目1项，国家重点实验室项目3项，承担与企业单位项目10多项。参编教材1部。已公开或受理专利30项，软件著作权10多项。
工作经历
2005-至今 华南理工大学电子与信息学院
教育经历
2002.9-2005,7 华南理工大学 电子与通讯工程博士毕业
1999.9-2002.7 华南理工大学 信号与信息处理硕士毕业
1990.9-2004.9 广东工学院 自动化专业本科毕业
研究领域
图像处理和模式识别
深度学习
互联网
智能医疗分析
科研项目
[1] 数字家庭网络安全管理关键技术研究 ,国家自然科学基金重点项目U**.主要参与人
[2]图象感知语义信息的研究，苏州大学江苏省计算机信息处理技术重点实验室. 负责人.
[3]一种视频的感知信息和情感内容的分析和模型的研究, 广东省自然科学博士启动基金，负责人.
[4]视频情感内容建模的研究，北京大学视觉与听觉信息处理国家重点实验室开放基金，负责人.
[5]一种图象/图象序列语义与感知信息的表达与分析模型的研究，国家自然科学基金.主要参与人
[6]一种盲图象恢复与重构的理论研究，广东省自然科学基金，主要完成者.
[7]蜂群算法的理论研究及在图像处理中的应用, 华南理工大学中央高校课题，负责人.
[8]楼宇群智能能耗分析和管理，广州科创节能科技有限公司. 负责人
[9]重叠类圆物体计数系统的开发,佛山凯新自动化控制设备有限公司.负责人
[10] 安卓webapp设备调用API开发, 广州力麒智能科技有限公司，负责人
[11]深度学习理论研究及在图像处理中的应用，中美计算机科学研究中心课题. 负责人
[12] 房间扫码入驻系统, 广州信升互联网科技有限公司. 负责人
[13] 高导热多层铝基刚挠结合板开发， 广东省大亚湾区创新创业科研团队 核心成员
[14]千城汇云端酒店管理系统，广州互联智客科技有限公司，负责人
[15]三维可视化精确放疗计划系统集成解决方案研究.子课题 3DV+TPS 的集成优化与兼容性调试，国家重点研发计划, 负责人.
[16] 基于虚拟现实（VR）技术的 ROV 辅助作业系统研发与应用.国家重点研发计划, 参与
[17] 手机回收机云平台管理系统，佛山蓝海人才计划，核心成员
发表论文
部分论文
[1]Weiyu Yu, Dan Hu, Na Tian and Zhili Zhou. A novel search method based on artificial bee colony algorithm for block motion estimation.EURASIP Journal on Image and Video Processing. September 2017. (SCI)
[2]Jia Chen, Weiyu Yu, Jing Tian, Li Chen, Zhili Zhou. Image contrast enhancement using an artificial bee colony algorithm. Available online 9 September 2017. (SCI)
[3]Zhao zhi,Feng jiuchao, Yu weiyu,Ren ziliang,Peng bao,Zhou lizhi. A Distributed Sparse Signal Reconstruction Algorithm in Wireless Sensor Network. Journal of Information SCIence and Engineering. (SCI)
[4]Ye lvshan, Yuan dongzhi and Yu Weiyu. Artificial Bee Colony Algorithm compared with Genetic Algorithm for Job Shop Scheduling Problem. ISPACS 2017, Xiamen.China.(EI)
[5]Yonghao Xiao, Weiyu Yu. A Grayscales Transformation Enhancement Based on Improved Retinex. ISPACS 2017, Xiamen.China.(EI)
[6]Jia Chen, Weiyu Yu, Jing Tian, Li Chen. Adaptive Image Contrast Enhancement Using Artificial Bee Colony Optimization. ICIP2017.(EI)
[7]Zhi Zhao, Pin Peng,Weiyu Yu. A Distributed Sparse Signal Reconstruction Algorithm in Wireless Sensor Network. ICCCS2017, Nanjing.
[8]Mengjiao Wang, Weiyu Yu and Jiuchao Feng. An adaptive denoising algorithm for chaotic signals based on complete ensemble empirical mode decomposition. Int. J. Information and Communication Technology, Vol.11, No.4,2017.
[9]Jia Chen, Chu-Yi Li and Wei-Yu Yu. Adaptive image enhancement based on artificial bee colony algorithm. CEIE2016, Guangzhou.
[10]Yu Weiyu, Hu Dan, Li Chuyi. Using Artificial Bees Colony Algorithm for License Plate Recognition.6th International Conference on System Engineering and Technology.ICSET2016.
[11]Jie Yang,Dan Hu and Yu Weiyu. Artificial Bee Colony Algorithm for Image Restoration. ICCEAE2016.
[12]Hu yao, Hu Dan, Li Chuyi, Yu Weiyu.Gabor Feature based Convolutional Neural Network for Object Recognition in Natural Scene. ICISCE 2016.Beijing.
[13]Dan Hu, Yan Wang, Shaohui Qian, Weiyu Yu. Saliency Region Detection via Local and Global Features. 2015 International Conference on Computer SCIence and Intelligent Communication.
[14]Weiyu Yu. Scene Depth Information Based Image Saliency Detection. Electronic and Automation Control Conference. IAEAC 2015.
[15]Yongchang Chen, Weiyu Yu and Jiuchao Feng. A visual cryptography copyright protection method based on artificial bee colony algorithm. Int. J. Computer Applications in Technology, Vol. 49, Nos. 3/4, 2014.(EI)
[16]Siqi Wu,Zhihui Hu, Weiyu Yu, Jiuchao Feng. An Improved Image Enhancement Approach Based on Retinex Theory.ITA2013.(EI)
[17]yu weiyu,Yang jie, Yang yang. Multi-threshold Image Segmentation based on K-means and Firefly Algorithm. ICMT2012.(EI)
[18]Chen yongchang,Yu weiyu, Feng jiuchao.Robust Image Hashing Using Invariants of Tchebichef Moments,OptiK,2014.(SCI)
[19]Yonghao Xiao, Zhuobin He,Weiyu Yu. Noisy Image Segmentation based on Artificial Bee Colony Algorithm. Applied Mechanics and Materials, v 687-691, p 3652-3655, 2014 (EI)
[20]Siqi Wu, Yao Hu, Weiyu Yu, JiuChao Feng. A Novel Color-Image Enhancement Approach for Night-Vision Images. Applied Mechanics and Materials Vols. 556-562,2014.p4750-4754.(EI)
[21]Hu Zhihui, Yu Weiyu, Lv Shanxiang, Feng Jiuchao.Multi-level threshold image segmentation using artificial bee colony algorithm. 5th Conference on Measuring Technology and Mechatronics Automation. ICMTMA 2013, p707-711.
[22]Weiyu YU, Jing TIAN, Yongchang CHEN, Jiuchao FENG. A Novel Image Interpolation Approach for Vertical Pixel Mixture CCD. Journal of Computational Information Systems 8: 13 (2012) p1-8.
[23]Yongchang Chen, Weiyu Yu, Jiuchao Feng. A Reliable SVD-DWT Based Watermarking Scheme with Artificial Bee Colony Algorithm International Journal of Digital Content Technology and its Applications(JDCTA),Vol.6,No.22,2012.p430-439.
[24]Yonghao Xiao, Weiyu Yu, Yunfei Cao, Haishu Tan. Clustering based on improved bee colony algorithm. International Journal of Computer Applications in Technology, v46, n3, p 276-282, 2013.(EI)
[25]Xiaoling Chen, Riming Wang, Yunfei Cao, Weiyu Yu. A Novel Evaluation Method based on Entropy for Image Segmentation. Procedia Engineering. v29, p3959-3965, 2012 International Workshop on Information and Electronics Engineering. (EI)
[26]Yun-fei Cao, Wei-yu Yu*, Yong-hao Xiao, Yong-chang Chen and Jiu-chao Feng. Image Segmentation Using Artificial Bee Colony and Fast FCM Algorithms. Advanced SCIence Letters. (SCI)
[27]Yonghao Xiao,Cao Yunfei,Weiyu Yu,Jing Tian. Multi-level threshold selection based on artificial bee colony algorithm and maximum entropy for image segmentation. Int. J. Computer Applications in Technology. (EI)
[28]J. Tian, W. Yu, L. Chen, and L. Ma. Image edge detection using variation-adaptive ant colony optimization, LNCS Transactions on Computational Collective Intelligence, Vol. 6960, 2011.(EI)
[29]Cao Yunfei, Weiyu Yu*,Yonghao Xiao,Jing Tian Multi-level Threshold Image Segmentation based on PSNR using Artificial Bee Colony Algorithm. Applied mechanics and materials. (EI)
[30]Tian Jing,Chen Li,Ma Lihong, Yu Weiyu. Phase-driven spatially variant regularization for image resolution enhancement. AEU-International Journal of Electronics and Communications.2011. (SCI)
[31]Tian Jing,Ma Lihong, Yu Weiyu. Ant colony optimization for wavelet-based image interpolation using a three-component exponential mixture model. Int. J. of Expert Systems with Applications, 2011. (SCI)
[32]Tian Jing, Chen Li, Ma Lihong, Yu Weiyu. Multi-focus image fusion using a bilateral gradient-based sharpness criterion. Optics Communications, v 284, n.1, p:80-87, Jan.2011. (SCI)
[33]Yonghao Xiao, Weiyu Yu, Yongchang, Chen Jing Tian. An effective approach for removing heavy salt-peppers noise based on bee colony optimization. International Journal of Computational SCIence and Engineering.2011.(EI)
[34]Jing Tian, WeiyuYu, LihongMa. Color filter array color reproduction using cycle-spinning. AEU-International Journal of Electronics and Communications, Vol.64, Iss.6, p:584-587.2010,5. (SCI)
[35]Zhiding Yu, OscarC.Au, RuobingZou, Weiyu Yu, JingTian. An adaptive unsupervised approach toward pixel clustering and color image segmentation. Pattern Recognition, Vol.43, Iss.2, p:1889–1906, 2010,2. (SCI)
[36]Jing Tian, Weiyu Yu, LihongMa. AntShrink:Ant colony optimization for image shrinkage.Pattern Recognition Letters,Vol.31,Iss.1,p1751-1758,2010.10 (SCI)
[37]L. Ma, J. Tian, W. Yu. Visual saliency detection in image using ant colony optimisation and local phase coherence. Electronics Letters. Vol. 46 No. 15, July 2010. (SCI)
[38]Yonghao Xiao, Weiyu Yu, Jing Tian. Image Segmentation based on Fuzzy Entropy and Bee Colony Algorithm. 6th International Conference on Natural Computation, ICNC 2010, v1, p 340-343, 2010. 8. (EI)
[39]Weiyu Yu, Jing Tian, Yonghao Xiao. Color Reproduction for Noisy CFA Data Using Directional Cycle-spinning. Journal of systems engineering and electronics. 2011，6. (SCI)
[40]Yu weiyu, Jing Tian. Rate-oriented perceptual image coding using contrast-based quantization. Chinese Optics Letters.Vol. 8, Iss.4, p:381-383,2010,4. (SCI)
[41]Liu Rong; Yu Weiyu; Yang Lei.The Motion Control System Based on ARM and Multi-Sensor Information Fusion Technology.2nd International Conference on Mechanical, Control and Computer Engineering (ICMCCE) Harbin,DEC 08-10, 2017.
[42]Yu weiyu, Yang jie. A Modified Artificial Bee Colony Algorithm for Image Restoration. Hualian, Taiwan.CECNet2017.
[43]Lingjun Liu, Weiyu Yu. Adaptive hybrid wavelet regularization method for compressive imaging. ICCCS2017, Nanjing.
Ye Lvshan; Yuan Dongzhi; Yu Weiyu. ARTIFICIAL BEE COLONY ALGORITHM WITH GENETIC ALGORITHM FOR JOB SHOP SCHEDULING PROBLEMInternational Symposium on Intelligent Signal Processing and Communication Systems (ISPACS),Xiamen,IEEE Circuits & Syst Soc; Huaqiao Univ2017 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ISPACS 2017)
出版专著和教材
电路分析基础 机械工业出版社
电路分析基础学习指导 机械工业出版社
科研创新
专利
1.发明专利 授权专利，一种基于单目深度图的视觉显著性区域的提取方法.
2.授权专利，检测手机屏幕裂痕的装置.
3.发明专利，已公开，一种图片相似度计算方法.
4.发明专利，已公开，一种识别电子设备品牌型号的方法和系统.
5.发明专利，已公开，一种基于信息一致性的稀疏信号重构方法
6.发明专利，已公开，一种基于高斯混合模型和变分贝叶斯的粒子滤波方法
7.发明专利，已公开，字符识别方法、装置、计算机设备和计算机可读存储介质.
8.发明专利，授权专利，手机尺寸测量方法和系统
9.发明专利，已公开，检测屏幕新旧度的方法和装置
10.发明专利，已公开，一种基于深度残差网络和LSTM的图像理解方法
11.发明专利，已公开，一种基于显著图和稀疏表示的图像超分辨率重构方法
12.发明专利，已公开，一种基于双路分形网络和LSTM的视频描述方法
13.发明专利，已公开，一种基于图像显著性和深度学习的交通道路标志识别方法
14.发明专利，已公开，一种基于深度学习的图像高密度人群计数方法
15.发明专利，已公开，一种基于Gabor特征具有分形结构的极深神经网络的动物分类方法
16.发明专利，已公开，一种远程温度测量装置及方法?
17.发明专利，已公开，一种电池组主动均衡电路及均衡方法

软件著作权
1 基于图像的手机屏幕划痕识别系统 登记号 2015SR183648
2 基于图像的手机型号识别系统 登记号 2015SR138489
3 类圆形物体计数软件 登记号2014R11L50253
4 基于改进的Arnold算法和Lorenz系统的数字图像加密系统 登记号 2016SR400695
5 基于深度学习的手机与非手机识别软件 登记号 2016SR400510
6 马克思主义原理课程安卓应用软件 登记号 2017SR044735
教学活动
近年来，主要讲授本科生课程 《电路》，《模拟电子基础》，《电路与模拟电子技术》
研究生课程 《网络分析与综合》，《深度学习》
其他课程《数字电路》，《计算机网络》，《传感器原理与应用》
指导学生情况
每年指导毕设设计4-6名