曹文明 Dr. CaoWenming

教授 Professor

工学博士、深圳大学信息工程学院教授、博士生导师。

联系方式(Contact):

Email:wmcao[AT]szu.edu.cn

Tel:0755-22673501

地址:深圳市南山区白石路深圳大学信息工程学院N920

Address:RoomN920,CollegeofInformationEngineering,ShenzhenUniversity

简介(Biography):

曹文明,工学博士,1965年11月出生于江苏,硕士、博士、博士后分别获得中国科学院系统工程研究所、东南大学自动化所、中国科学院半导体所神经网络研究所。深圳大学信息工程学院教授、博士生导师;主讲深度学习数学模型,人工智能,图像处理,数字信号处理。研究兴趣为多媒体信号处理、图像处理。

Cao wenming received the M.S.degree from the Academy of Mathematics and Systems Science(AMSS) of the Chinese Academy of Sciences(CAS) in 1991,and the Ph.D.degree from School of Automation, Southeast University in 2003 .He is currently a professor with the College of Information Engineering, Shenzhen University, Shenzhen, China.His research interests include multimedia image/audio/video processing, pattern recognition and machine learning.

研究兴趣(ResearchInterests)

  • 图像/音频/视频信号处理、模式识别、机器学习;
  • Multimedia Image/Audio/Video Signal Processing, Pattern Recognition, Machine Learning;

研究生、博士后招生(Recruitment)

硕士生、博士生、博士后:信息与通信工程。

主讲课程(Teaching Courses)

深度学习数学方法,人工智能,神经网络,数字信号处理

 

科研项目(Research Projects)

  1. 机器视觉多谱半导体神经计算机硬件实现研究,10万,深圳市科技计划项目,JC201005280570A,2010-2011负责人:曹文明
  2. 无宿主机的可学习的模式识别专用半导体神经网络硬件的研究,23万,国家自然科学基金,60576055,2006-2008负责人:曹文明
  3. 基于高维信息几何的空间目标识别的研究,23万,武装预言项目,901C80616107,2009-2010负责人:曹文明
  4. 半导体神经计算机硬件实现与应用,九五攻关课题,80万,中国科学院半导体研究所,2006-2009负责人:曹文明
  5. .高维几何仿生信息学的理论研究,31万,国家自然科学基金,60871093,2009-2011
  6. .基于Clifford代数的传感器网络覆盖理论研究,34万,国家自然科学基金,负责人:曹文明,60872126,2009-2011
  7. 基于共形几何代数的多关铺图像不变量模式识别方法,78万,国家自然科学基金,负责人:曹文明,60872126,2014-2017
  8. 基于几何代数的生理机能智能信息处理方法,62万,国家自然科学基金,负责人:曹文明,60575015,2018-2021
  9. 多模态医学图像处理的共形几何代数方法,23万,深圳市科技计划项目,JC201605280570A,2016-2018负责人:曹文明

学术成果(Publications)

部分论文Some Selected Papers

  1. WenmingCao,JianheYuan,ZhihaiHe,ZhiZhang,ZhiquanHe:FastDeep Neural Networks With Knowledge Guided Training and Predicted Regionsof Interests for Real-Time Video Object Detection.IEEEAccess6:8990-8999(2018)
  2. WenmingCao,YuhongLi,ZhihaiHe,GuitaoCao,ZhiquanHe:Supplementary Virtual Keypoints of Weight-Based Correspondences for Occluded Object Tracking. IEEE Access6:9140-9146(2018)
  3. WenmingCao,FangfangLyu,ZhihaiHe,GuitaoCao,ZhiquanHe:Multimodal Medical Image Registration Based on Feature Spheres in Geometric Algebra.IEEEAccess6:21164-21172(2018)
  4. MiaomiaoShen,RuiWang,WenmingCao:Joint Sparse Representation Model for Multi-Channel Image Based on Reduced Geometric Algebra.IEEEAccess6:24213-24223(2018)
  5. LiangZhao,ZhihaiHe,WenmingCao,DebinZhao:Real-Time Moving Object Segmentation and classification From HEVC Compressed Surveillance Video. CircuitsSyst. VideoTechn. 28(6):1346-1357(2018)
  6. DanMeng,LiboZhang,GuitaoCao,WenmingCao,GuixuZhang,BingHu:Liver Fibrosis Classification Based on Transfer Learning and FCNet for Ultrasound Images. IEEEAccess5:5804-5810(2017)
  7. JianpingLuo,QiqiLiu,YunYang,XiaLi,Min-RongChen,WenmingCao: Anartificial beecolony algorithm formulti-objective optimisation.SoftComput.50:235-251(2017)
  8. RuiWang,WenmingCao,ZhihaiHe:Vehicle recognitionin acoustic sensor networks using multiple kernel sparse representation over learneddictionaries.IJDSN13(4)(2017)
  9. RuiWang,YixuanZhou,YanliangJin,WenmingCao:FrontiersofIT&EE18(8):1131-1141(2017)
  10. ,GuitaoCao,WenmingCao:Actionrecognitionbasedondepthimagesequence.BIBM2017:1583-1587
  11. ChenHuang,Han,ZhihaiHe,WenmingCao:Constellationalcontourparsingfordeformableobjectdetection.J.VisualCommunicationandImageRepresentation38:540-549(2016)
  12. ZhiZhang,ZhihaiHe,GuitaoCao,WenmingCao:IEEETrans.Multimedia18(10):2079-2092(2016)
  13. HuangChun,ZhihaiHe,GuitaoCao,WenmingCao:Task-Driven Progressive Part Localization for Fine-Grained Object Recognition. Multimedia 18(12): 2372-2383(2016)
  14. KunWang,GuitaoCao,DanMeng,WeitingChen,WenmingCao:Automatic fall detection of human invideo using combinationoffeatures.BIBM2016:1228-1233
  15. DanMeng,GuitaoCao,XinyuSong,WeitingChen,WenmingCao:Automated human physical function measurement using constrained high dispersal net work with SVM-linear.BIBM2016:1520-1526
  16. DanMeng,GuitaoCao,ZhihaiHe,WenmingCao:BIBM2016:1915-1917
  17. WenmingCao,NingLiu,QicongKong,HaoFeng:Content-based image retrieval using high-dimensional information geometry. SCIENCE CHINA Information Sciences57(7):1-11(2014)
  18. ChenXu,HuiLiu,WenmingCao,JiqiangFeng:MultispectralimageedgedetectionviaCliffordgradient.SCIENCECHINAInformationSciences55(2):260-269(2012)
  19. RuiWang,WenmingCao,WanggenWan:Location Discovery Basedon Fuzzy Geometry in Passive Sensor Networks.J.DigitalMultimediaBroadcasting2011:851951:1-851951:6(2011)
  20. HuiLiu,ChenXu,WenmingCao:TheMultispectral Image Edge Detection Based on Clifford Gradient.CIS2011:1238-1242
  21. TianchengHe,WeixinXie,WenmingCao:TargetDetectioninThree-Dimension Sensor Networks Based on Clifford Algebra.WirelessSensorNetwork1(2):82-89(2009)
  22. WenmingCao,HaoFeng,LiliHu,TianchengHe:SpaceTargetRecognitionBasedonBiomimeticPatternRecognition.DBTA2009:64-67
  23. WenmingCao,FengHao:Geometry Algebra Neuron Based on Biomimetic Pattern Recognition. ISNN(4)2009:433-440
  24. Xieweixin,WenmingCao,ShanMeng:Coverage analysis for sensor networks based on Clifford algebra. Science in China SeriesF: Information Sciences51(5):460-475(2008)
  25. WenmingCao,TianchengHe,ShoujueWang:Bimimetic Pattern Recognition for Multispectral Image. ICNC(6)2008:17-21
  26. WenmingCao,TianchengHe:Barrier Coverage of Wireless Sensor Networks Based on Clifford Algebra.ISCSCT(2)2008:49-52
  27. WenmingCao,HaoFeng,ShoujueWang:The application of DBF neural networks for object recognition.Sci.160(1-4):153-160(2004)

专利Patents

  1. 机器人多自由度关节 实用专利号0,发明专利号200410067727.8发明人:曹文明,冯浩,
  2. 光栅转矩传感器,实用专利号3发明专利号200510049986.2发明人:曹文明,冯浩,
  3. 助磁式笼型异步电动机,实用专利号,4发明专利号200410053415.1发明人:曹文明,冯浩,
  4. 助磁式单项异步电动机,实用专利号0发明专利号200420107739.4发明人:曹文明,冯浩,
  5. 带空气阻尼腔的可控式永磁磁悬浮减振弹簧,发明专利申请号:200810040514,发明人:冯浩,曹文明,丁立军
  6. .一种永磁式磁悬浮减振弹簧,发明专利申请号:200810040515,发明人:冯浩,曹文明,丁立军

 

出版专著(Books

  1. 仿生模式识别与信号处理的几何代数方法,曹文明,冯浩,科学出版社,2008
  2. 高维信息几何与语音分析,曹文明,郑能恒,冯浩,科学出版社,2009
  3. 传感器网络的模糊几何方法研究,曹文明,王瑞,电子出版社,2009
  4. Clifford传感器网络覆盖,文明,何天成,科学出版社,2010
  5. Geometric Algebra in Information Science,Wenming Cao ,Rui Wang, Science Press China ,2017
  6. 多光谱图像与几何代数,徐晨, 曹文明, 刘辉,科学出版社,2015
  7. 高维信息几何与几何不变量,曹文明刘宁,梅艳萍,科学出版社, 2018