深圳大學(xué)干部培訓(xùn)

　　工學(xué)博士、深圳大學(xué)信息工程學(xué)院教授、博士生導(dǎo)師,

　　廣東省多媒體信息服務(wù)工程中心 主任

　　Professor, Director, Guangdong Province Multimedia Service Engineering Center ; School of Information Engineering, Shenzhen University, Shenzhen, China

　　https://scholar.google.com/citations?hl=zh-CN&user=XJG5BpkAAAAJ&view_op=list_works&sortby=pubdate

　　聯(lián)系方式(Contact):

　　Email:wmcao[AT]szu.edu.cn

　　Tel：0755-22673501

　　地址：深圳市南山區(qū)白石路深圳大學(xué)信息工程學(xué)院N920

　　Address: Room N920, College of Information Engineering, Shenzhen University

　　簡介(Biography)：

　　曹文明，工學(xué)博士，1965年11月出生于江蘇，碩士、博士、博士后分別獲得中國科學(xué)院系統(tǒng)工程研究所、東南大學(xué)自動化所、中國科學(xué)院半導(dǎo)體所神經(jīng)網(wǎng)絡(luò)研究所。深圳大學(xué)信息工程學(xué)院教授、博士生導(dǎo)師，廣東省多媒體信息服務(wù)工程中心 主任;主講深度學(xué)習(xí)數(shù)學(xué)模型，人工智能，圖像處理，數(shù)字信號處理。研究興趣為多媒體信號處理、圖像處理,神經(jīng)網(wǎng)絡(luò)。

　　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, Visiting Professor of Missouri University, 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.

　　研究興趣(ResearchInterests)：

　　· 圖像/音頻/視頻信號處理、模式識別、機(jī)器學(xué)習(xí)、神經(jīng)網(wǎng)絡(luò);

　　· Multimedia Image/Audio/Video Signal Processing, Pattern Recognition, Machine Learning、Neural Networks;

　　研究生、博士后招生(Recruitment)：

　　碩士生、博士生、博士后：信息與通信工程。

　　Master's degree, Doctoral Student, Postdoctoral: Information and Communication Engineering、Computer Science

　　主講課程(Teaching Courses)：

　　深度學(xué)習(xí)數(shù)學(xué)方法, Matches principle of deep learning (spring)

　　人工智能，Artificial intelligence (fall)

　　神經(jīng)網(wǎng)絡(luò)，Neural Networks

　　數(shù)字信號處理, Digital Signal Processing (spring)

　　科研項(xiàng)目(Research Projects)：

　　1. 基于幾何代數(shù)的生理機(jī)能智能信息處理方法，62萬，國家自然科學(xué)基金，負(fù)責(zé)人：曹文明，60575015,2018-2021

　　2. 無宿主機(jī)的可學(xué)習(xí)的模式識別專用半導(dǎo)體神經(jīng)網(wǎng)絡(luò)硬件的研究，23萬，國家自然科學(xué)基金，No.60575015,2006-2008 負(fù)責(zé)人：曹文明

　　3. 基于Clifford代數(shù)的傳感器網(wǎng)絡(luò)覆蓋理論研究，34萬，國家自然科學(xué)基金，負(fù)責(zé)人：曹文明，60872126,2009-2013

　　4. 基于共性幾何代數(shù)的多光圖像不變量模式識別方法，78萬，國家自然科學(xué)基金，負(fù)責(zé)人：曹文明，60871322,2014-2017

　　5. 基于高維信息幾何的空間目標(biāo)識別的研究，23萬，武裝預(yù)言項(xiàng)目，No.901C80616107,2009-2010,負(fù)責(zé)人：曹文明

　　6. 機(jī)器視覺多普半導(dǎo)體神經(jīng)計算機(jī)硬件實(shí)現(xiàn)研究，10萬，深圳市科技計劃項(xiàng)目，No.JC201005280570,2010-2011,負(fù)責(zé)人：曹文明

　　7. 半導(dǎo)體神經(jīng)計算機(jī)硬件實(shí)現(xiàn)與應(yīng)用，九五攻關(guān)課題，80萬，中國科學(xué)院半導(dǎo)體研究所，2006-2009,負(fù)責(zé)人：曹文明

　　8. 高仿幾何仿生信息學(xué)的理論研究，31萬，國家自然科學(xué)基金，No.60871093,2009-2011,負(fù)責(zé)人：曹文明

　　9. 多模態(tài)醫(yī)學(xué)圖像處理的共形幾何代數(shù)，23萬，深圳市科技計劃項(xiàng)目，No.JC201605280570,負(fù)責(zé)人：曹文明

　　Research Projects:

　　2018.1-2021.12 Project: Research on Geometric Algebra Methods for Physical Function Detection and Assessment (supported by the National Natural Science Foundation of China, PI )，No.60871322,RMB.630,000; 2018-2021

　　2014.1-2017.12 Project: Research on Invariants pattern classification of Multispectral image using Conformal Geometric Algebra (supported by the National Natural Science Foundation of China, PI ).No.60872126,RMB.780,000Yuan; 2014-2017

　　2009.1-2013.12 Project: Research on sensor networks Coverage based on Clifford Algebra (supported by supported by the National Natural Science Foundation of China,PI ) No.60575015,RMB.340,000Yuan; 2009-2013

　　2012- 2014 Project: Multimodal medical image processing based on Conformal geometric algebra (supported by Funds of the National Natural Science Foundation of Shenzhen, China, PI)

　　2006-2009 Project: Hardware implementation and application of Semiconductor neural computer (supported by the National Basic Research Program of China (973),Co-PI) RMB800,000Yuan, National Key Technologies R&D Program of 973-02-1547

　　2009-2011 Project: Research on image analysis method based on High-Dimension Space(HDS) theory (supported by the Natural Science Foundation of China, PI),No.901C80616107, RMB 230,000yuan, 2009-2010,Armed prophecy project,

　　學(xué)術(shù)成果(Publications)

　　部分論文Some Selected Papers

　　1. Cao, Wenming,Lin, Q., He, Z., & He, Z "Hybrid Representation Learning for Cross-modal Retrieval. " Neurocomputing (2019).https://doi.org/10.1016/j.neucom.2018.10.082

　　2. Wang, Rui, Miaomiao Shen, and Wenming Cao. "Multivector Sparse Representation for Multispectral Images using Geometric Algebra." IEEE Access (2019).

　　3. Wang, Rui, Yijie Shi, and Wenming Cao. "GA-SURF: A new Speeded-Up robust feature extraction algorithm for multispectral images based on geometric algebra." Pattern Recognition Letters (2018)https://doi.org/10.1016/j.patrec.2018.11.001

　　4. Wenming Cao,Jianhe Yuan,Zhihai He,Zhi Zhang,Zhiquan He:Fast Deep Neural Networks With Knowledge Guided Training and Predicted Regions of Interests for Real-Time Video Object Detection. IEEE Access 6:8990-8999(2018)

　　5. Wenming Cao,Yuhong Li,Zhihai He,Guitao Cao,Zhiquan He:Supplementary Virtual Keypoints of Weight-Based Correspondences for Occluded Object Tracking. IEEE Access 6:9140-9146(2018)

　　6. Wenming Cao, Fang fang Lyu,Zhihai He,Guitao Cao,Zhiquan He:Multimodal Medical Image Registration Based on Feature Spheres in Geometric Algebra. IEEE Access 6:21164-21172(2018)

　　7. Miaomiao Shen,Rui Wang,Wenming Cao(Co-first author): Joint Sparse Representation Model for Multi-Channel Image Based on Reduced Geometric Algebra. IEEE Access 6:24213-24223(2018)

　　8. LiangZhao,ZhihaiHe,Wenming Cao, Debin Zhao:Real-Time Moving Object Segmentation and classification From HEVC Compressed Surveillance Video. IEEE Trans. CircuitsSyst. Video Techn. 28(6):1346-1357 (2018)

　　9. Dan Meng,Libo Zhang,Guitao Cao,Wenming Cao, Guixu Zhang,Bing Hu:Liver Fibrosis Classification Based on Transfer Learning and FCNet for Ultrasound Images. IEEE Access 5:5804-5810(2017)

　　10. JianpingLuo,QiqiLiu,YunYang,XiaLi,Min-RongChen,Wenming Cao: An artificial bee colony algorithm formulti-objective optimisation. Appl.SoftComput.50:235-251(2017)

　　11. RuiWang,Wenming Cao, Zhihai He:Vehicle recognition in acoustic sensor networks using multiple kernel sparse representation over learneddictionaries.IJDSN13(4)(2017)

　　12. Rui Wang,Yixuan Zhou,Yanliang Jin,Wenming Cao: Sparse fast Clifford Fourier transform. Frontiersof IT&EE 18(8): 1131- 1141(2017)

　　13. Guitao Cao,Wenming Cao: Action recognition based on depth image sequence.BIBM2017:1583-1587

　　14. Chen Huang,TonyX.Han,ZhihaiHe,Wenming Cao: Constellational contour parsing for deformable object detection. J. Visual Communication and Image Representation 38:540-549(2016)

　　15. Zhi Zhang,Zhi hai He,Guitao Cao,Wenming Cao:Animal Detection From Highly Cluttered Natural Scenes Using Spatiotemporal Object Region Proposal sand Patch Verification. IEEET rans.Multimedia18(10):2079-2092(2016)

　　16. Huang Chun,Zhihai He,Guitao Cao,Wenming Cao: Task -Driven Progressive Part Localization for Fine-Grained Object Recognition. IEEETrans.Multimedia 18(12): 2372-2383(2016)

　　17. Kun Wang,Guitao Cao,Dan Meng,Weiting Chen,Wenming Cao:Automatic fall detection of human in-video using combination of features. BIBM 2016:1228-1233

　　18. Dan Meng,Guitao Cao,Xinyu Song,Weiting Chen,Wenming Cao: Automated human physical function measurement using constrained high dispersal network with SVM-linear.BIBM2016:1520-1526

　　19. Dan Meng,Guitao Cao,Zhihai He,Wenming Cao: Facial expression recognition based on LLENet.BIBM2016:1915-1917

　　20. Wenming Cao,Ning Liu,Qicong Kong,Hao Feng: Content-based image retrieval using high-dimensional information geometry. SCIENCE CHINA Information Sciences57(7):1-11(2014)

　　21. Chen Xu,Hui Liu,Wenming Cao, Jiqiang Feng: Multispectral image edge detection via Clifford gradient. SCIENCE CHINA Information Sciences 55(2):260-269(2012)

　　22. RuiWang,Wenming Cao,Wanggen Wan:Location Discovery Basedon Fuzzy Geometry in Passive Sensor Networks. Int.J. Digital Multimedia Broadcasting 2011:851951:1-851951:6(2011)

　　23. HuiLiu,Chen Xu,Wenming Cao: The Multispectral Image Edge Detection Based on Clifford Gradient.CIS2011:1238-1242

　　24. Tiancheng He,Weixin Xie,Wenming Cao: Target Detection in Three-Dimension Sensor Networks Based on Clifford Algebra. Wireless Sensor Network 1(2):82-89(2009)

　　25. Wenming Cao, Hao Feng,Lili Hu,Tiancheng He: Space Target Recognition Based on Biomimetic Pattern Recognition. DBTA2009:64-67

　　26. Wenming Cao,Feng Hao:Geometry Algebra Neuron Based on Biomimetic Pattern Recognition. ISNN(4)2009:433-440

　　27. Xieweixin,Wenming Cao,Shan Meng: Coverage analysis for sensor networks based on Clifford algebra. Science in China Series F: Information Sciences51(5):460-475(2008)

　　28. Wenming Cao, Tiancheng He,Shoujue Wang: Bimimetic Pattern Recognition for Multispectral Image. ICNC(6)2008:17-21

　　29. Wenming Cao,Tiancheng He: Barrier Coverage of Wireless Sensor Networks Based on Clifford Algebra.ISCSCT(2)2008:49-52

　　30. Wenming Cao,Hao Feng,Shoujue Wang:The application of DBF neural networks for object recognition.Inf.Sci.160(1-4):153-160(2004)

　　專利Patents

　　1.機(jī)器人多自由度關(guān)節(jié),實(shí)用專利號200420107662.0，發(fā)明專利號200410067727.8發(fā)明人：曹文明，馮浩，

　　2.光柵轉(zhuǎn)矩傳感器，實(shí)用專利號200520102749.3發(fā)明專利號200510049986.2發(fā)明人：曹文明，馮浩，

　　3.助磁式籠型異步電動機(jī)，實(shí)用專利號，200420081412.4發(fā)明專利號200410053415.1發(fā)明人：曹文明，馮浩，

　　4.助磁式單項(xiàng)異步電動機(jī)，實(shí)用專利號200410067094.0發(fā)明專利號200420107739.4發(fā)明人：曹文明，馮浩，

　　5.帶空氣阻尼腔的可控式永磁磁懸浮減振彈簧，發(fā)明專利申請?zhí)枺?00810040514，發(fā)明人：馮浩，曹文明，丁立軍

　　6..一種永磁式磁懸浮減振彈簧，發(fā)明專利申請?zhí)枺?00810040515，發(fā)明人：馮浩，曹文明，丁立軍

　　出版專著(Books)

　　1.仿生模式識別與信號處理的幾何代數(shù)方法，曹文明，馮浩，科學(xué)出版社， 2009

　　2.高維信息幾何與語音分析，曹文明，鄭能恒，馮浩，科學(xué)出版社， 2010

　　3.傳感器網(wǎng)絡(luò)的模糊幾何方法研究，曹文明，王瑞，電子出版社， 2011

　　4.Clifford傳感器網(wǎng)絡(luò)覆蓋，曹文明，何天成，科學(xué)出版社，2010

　　5.Geometric Algebra in Information Science，Wenming Cao ,Rui Wang, Science Press China ,2018

　　6.多光譜圖像與幾何代數(shù)， 徐晨, 曹文明, 劉輝，科學(xué)出版社，2015

　　7.高維信息幾何與幾何不變量，曹文明，劉寧，梅艷萍 ，科學(xué)出版社， 2018