曹治国(华中科技大学人工智能与自动化学院教授)

曹治国是华中科技大学人工智能与自动化学院的教授，主要研究方向包括图像理解与分析、深度信息提取与真三维视频处理、运动检测与行为分析等。他曾任华中科技大学图像所所长，2012年8月，图像所并入自动化学院，曹治国担任自动化学院院长。

人物经历

曹治国，现为华中科技大学人工智能与自动化学院教授、博士生导师、中国自动化学会高级会员、湖北省人工智能学会副理事长，研究方向是图像理解与分析、深度信息提取与真三维视频处理、运动检测与行为分析等。

2012年12月28日，华中科技大学自动化学院成立之后，被官方任命为华中科技大学自动化学院院长.

学习经历

1981--1985年，电子科技大学学习，电子工程专业，本科生，获学士,

1987--1990年，电子科技大学学习，通信与电子系统专业，研究生，获硕士学位,

1990—至今，华中科技大学，教师，并于2001年获华中科技大学模式识别与智能系统专业博士学位.

研究方向

图像理解与分析、深度信息提取与真三维视频处理、运动检测与行为分析等.

科研情况

科研情况：作为项目负责人先后承担了省部级预先研究项目、省部级重点与面上预研基金、航天基金、国家重点预研、重大预研攻关项目、863课题及科研院所的横向项目、作为主要参加人员先后承担了国家自然科学基金重点与面上项目、973计划项目等共计30余项课题的研究，涉及图像处理与匹配、自动目标识别、医学图像分析、遥感图像处理等方面。

科研获奖：2006年获教育部科技进步一等奖1项，2006年获国防科学技术二等奖1项、三等奖2项，2005年获国防科学技术二等奖1项， 2003年获河南省科技进步二等奖1项， 1999年获国家教育部科技进步一等奖1项，1997年获航天工业总公司科技进步二等奖1项，国家教委科技进步二等奖1项。

实验室软硬件条件：所在的图像分析与智能系统实验室拥有实验用房近400平方米，拥有微机100余台套，拥有逻辑分析仪、数字存储示波器、TI和AD公司的DSP开发系统等硬件调试设备和EDA软件及图像处理软件和其他计算软件等，所在的图像识别与人工智能研究所拥有中心机房，能提供不同谱段的图像获取、数据采集等设备，拥有三自由度转台、智能机械手和三维建模及图像仿真等软件，为课题研究提供了一流的设备、手段和环境。

发表论文情况

1， Hao Lu， Zhiguo Cao，Yang Xiao，Zhiwen Fang， Yanjun Zhu， “Towards fine-grained maize tassel flowering status recognition: dataset, theory and practice”， Applied Soft Computing, ISSN：1568-4946，Accepted

2， Jiaqi Yang , Qian Zhang , Ke Xian , Yang Xiao , Zhiguo Cao*, “Rotational contour signatures for both real-valued and binary feature representations of 3D local shape”， Computer Vision and Image Understanding，ISSN：1077-3142，Accepted， DOI: 10.1016/j.cviu.2017.02.004，

3， Jiaqi Yang，Qian Zhang， Zhiguo Cao*， “The effect of spatial information characterization on 3D local feature descriptors: A quantitative evaluatioon”, Pattern Recognition， ISSN：0031-3203， Accepted，DOI:10.1016/j.pat柯克船2017.01.017

4， Hao Lu, Zhiguo Cao*, Yang Xiao, Zhiwen Fang, and Yanjun Zhu，“Towards Good Practices for Fine-Grained Maize Cultivar Identification With Filter-Specific Convolutional Activations”， IEEE TRANSACTIONS ON 自动化技术 SCIENCE AND ENGINEERING，ISSN：1545-5955，Accepted，DOI: 10.1109/TASE.2016.2616485

5， Jiaqi Yang, Qian Zhang, Yang Xiao, Zhiguo Cao*，“TOLDI: An effective and robust approach for 3D local shape description”， Pattern Recognition，Vol.65: 175-187, May.2017. ISSN：0031-3203 ， DOI: 10.1016/j.pat柯克船2016.11.019

6， Zhiwen Fang, Zhiguo Cao, Yang Xiao, Hao Lu，“Refine BING using effective cascade ranking”， Applied Soft Computing，Vol.52: 487--500, Mar.2017. ISSN： 1568-4946，DOI: 10.1016/j.asoc.2016.10.019

7， Yanan Li, Zhiguo Cao*, Hao Lu, Yang Xiao, Yanjun Zhu, Armin B. Cremers， “In-field cotton detection via region-based semantic image segmentation”， Computers and 电子学 in Agriculture, Vol.127: 475-486, Sep.2016. ISSN：0168-1699，DOI: 10.1016/j.compag,2016.07.006

8， Chunhua Deng, Zhiguo Cao*, Yang Xiao, Hao Lu, Ke Xian, and Yin Chen, “Exploiting Attribute Dependency for Attribute Assignment in Crowded Scenes”, IEEE Signal Processing Letters, VOL.23 （10）：1325--1329, 2016，ISSN: 1070-9908，DOI: 10.1109/LSP.2016.2592689

9， Zhiwen Fang, Zhiguo Cao, Yang Xiao, Lei Zhu, and Junsong Yuan, “奥多比 Boxes: Locating Object Proposals Using Object Adobes”, IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 25（9）：4116--4128, September 2016，ISSN: 1057-7149，DOI: 10.1109/TIP.2016.2579311

10，Hao Lu, Zhiguo Cao*, Yang Xiao, Yanan Li, and Yanjun Zhu，“Region-based colour modelling for joint crop and maize tassel segmentation”， Biosystems Engineering, Vol.147: 139—150, Jul. 2016, ISSN:1537-5110，DOI: 10.1016/j.biosystemseng.2016.04.007

11，Yang Xiao, Zhiguo Cao*, Wen Zhuo, Liang Ye and Lei Zhu，“mCLOUD: A Multiview Visual Feature Extraction Mechanism for Ground-Based Cloud Image Categorization”， Journal of Atmospheric and Oceanic Technology, Vol.33,No.4, 789–801, April. 2016. ISSN:0739-0572，DOI: 10.1175/JTECH-D-15-0015.1

12， Jiaqi Yang， Zhiguo Cao， Qian Zhang*， “A fast and robust local descriptor for 3D point cloud registration”， Information Sciences ，Vol.346–347: 163–179, Mar.2016，ISSN: 0020-0255, DOI: 10.1016/j.ins.2016.01.095

13，Yanjun Zhu, Zhiguo Cao, Hao Lu, Yanan Li, Yang Xiao, “In-field automatic observation of wheat heading stage using computer vision”, Biosystems Engineering, Vol.143: 28—41, Mar. 2016, ISSN:1537-5110，DOI: 10.1016/j.biosystemseng.2015.12.015

14，Hao Lu, Zhiguo Cao, Yang Xiao, Zhiwen Fang, Yanjun Zhu, Ke Xian ；“Fine-grained maize tassel trait characterization with multi-view representations”， Computers and 电子学 in Agriculture, Vol.118: 143-158, Oct.2015. ISSN：0168-1699，DOI: 10.1016/j.compag.2015.08.027

15，Mengni Ye, Zhiguo Cao*, Zhenghong Yu, Xiaodong Bai, “CropfeatureextractionfromimageswithprobabilisticsuperpixelMarkovrandomfield”， Computers and Electronics in Agriculture, Vol.114: 247-260, June.2015. ISSN：0168-1699 ，DOI:10.1016/j.compag.2015.04.010

16，Chunhua Deng, Zhiguo Cao, Zhiwen Fang, Yin Chen, Ruicheng Yan, and Yang Xiao“Recognizing the Formations of CVBG Based on Multi-viewpoint Context”, IEEE Transactions on Aerospace and Electronic Systems, VOL. 51, NO. 3: 1793-1810, July, 2015, ISSN:0018-9251，DOI: 10.1109/TAES.2015.140141

17，Qian Zhang, Zhiguo Cao, Zhongwen Hu, Yonghong Jia, and Xiaoliang Wu，“Joint Image Registration and Fusion for Panchromatic and Multispectral Image”， IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 12, NO. 3, 467—471， MARCH 2015，ISSN：1545-598X，DOI:10.1109/LGRS.2014.2346398

18，Lei Zhu, Zhiguo Cao*, Wen Zhuo, Ruicheng Yan, and Shuqing Ma，“A New Dew and Frost Detection Sensor Based on Computer Vision” Journal of Atmospheric and Oceanic Technology, Vol.31,No.12, 2692–2712, December. 2014. ISSN:0739-0572，DOI:10.1175/JTECH-D-13-00102.1

19，Lei Zhu, Dominik A. Klein, Simone Frintrop, Zhiguo Cao*, and Armin B. Cremers，“A Multisize Superpixel Approach for Salient Object Detection Based on Multivariate Normal Distribution Estimation”， IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 23（12）：5094--5107, DECEMBER 2014，ISSN: 1057-7149，DOI: 10.1109/TIP.2014.2361024

20，Bai Xiaodong, Cao Zhiguo, Wang Yu, Yu Zhenghong, Zhu hu, Zhang Xuefen, Li Cuina, “Vegetation segmentation robust to illumination variations based on clustering and morphology modelling”, Biosystems Engineering, Vol.125: 80—97, Sep. 2014, ISSN:1537-5110，DOI:10.1016/j.biosystemseng.2014.06.015

21，Qin Yueming, Cao Zhiguo, Zhuo Wen, Yu Zhenghong, “Robust Key point descriptor for multi-spectral image matching ”, Journal of Systems Engineering and 电子学, Vol.25, No4: 681-687, Aug. 2014, ISSN:1004-4132，DOI:10.1109/JSEE.2014.00078

22，Bai Xiaodong, Cao Zhiguo, Wang Yu, Ye Mengni and Zhulei, “Image segmentation using modified SLIC and Nyström based spectralclustering” Optik, Vol.125, No.16: 4302-4307, Aug.2014,ISSN: 0030-4026，DOI:10.1016/j.ijleo.2014.03.035

23，Yin Chen, Armin B. Cremers, Zhiguo Cao，“Interactive color image segmentation via iterative evidential labeling”， International Journal on Information Fusion, Vol.20: 292-304, Nov. 2014, ISSN:1566-2535，DOI:10.1016/j.inffus.2014.03.007

24，Yan Ruicheng, Cao Zhiguo, Wang Jianhui, Zhong Sheng, Dominik Klein and Armin Cremers, “Horizontal Velocity Estimation via Downward Looking Descent Images for Lunar Landing”, IEEE Transactions on Aerospace and Electronic Systems, VOL. 50, NO. 2: 1197-1221, April, 2014, ISSN:0018-9251, DOI: 10.1109/TAES.2014.120065

25，Chen, Yin, Armin B. Cremers, Cao, Zhiguo, “A variational change detection method for multitemporalSARStock Images”, REMOTE SENSING LETTERS, Vol.5, No.4: 342—351, April, 2014, ISSN: 2150-704X , DOI:10.1080/2150704X.2014.904970

26，Xiao Yang, Cao Zhiguo and Yuan Junsong, “Entropic image thresholding based on GLGM histogram”, Pattern Recognition Letters, Vol.40, 47—55, April, 2014, ISSN:0167-8655，Doi:10.1016/j.patrec.2013.12.017

27，Wang Jianhui,Zhong Sheng, Yan Luxin and Cao Zhiguo,“An Embedded System-on-Chip 建筑 for Real-时间 Visual Detection and Matching”, IEEE Transactions on Circuits and Systems for Video Technology, Vol.24, No.3: 525—538, Mar., 2014, ISSN: 1051-8215 , DOI:10.1109/TCSVT.2013.2280040

28，Zhuo Wen, Cao Zhiguo and Xiao Yang, “Cloud Classification of Ground-based Images Using Texture-Structure Features”, Journal of Atmospheric and Oceanic Technology, Vol.31,No.1, 79-92, January. 2014. ISSN:0739-0572，DOI:10.1175/JTECH-D-13-00048.1

29，Chen Yin, Cao Zhiguo, “Change detection of multispectral remote-sensing images using stationary wavelet transforms and integrated active contours”，, International Journal Remote Sensing, Vol. 34, No. 24, 8817–8837, 2013. ISSN: 0143-1161，DOI:10.1080/01431161.2013.853145

30， Bai Xiaodong, Cao Zhiguo, Wang Yu, Yu Zhenghong, Zhang Xuefen, Li Cuina, “Crop segmentation from images by morphology modeling in the CIE L*a*b* color space”, Computers and 电子学 in Agriculture, Vol.99: 21-34, November.2013. ISSN：0168-1699，Doi:10.1016/j.compag.2013.08.022

31，Yu Zhenghong, Cao Zhiguo, et al, “Automatic image-based detection technology for two critical growth stages of maize: Emergence and three-leaf stage”, Agricultural and Forest 气象学, Vol.174 (6): 65-84, June, 2013.ISSN 0168-1923， Doi:10.1016/j.agrformet.2013.02.011

32，Chen Yin, Cao Zhiguo, “An improved MRF-based change detection approach for multitemporal remote sensing imagery”, Signal Processing, Vol.93 (1):163-175, Jan. 2013. ISSN 0165-1684，Doi:10.1016/j.sigpro.2012.07.013

33， Zhong Sheng, Wang Jianhui, Yan Luxin, Kang Lie, Cao Zhiguo, “A real-时间 embedded 建筑 for SIFT”, JOURNAL OF SYSTEMS ARCHITECTURE, Vol.59(1): 16-29, Jan,2013，Doi:10.1016/j.sysarc.2012.09.002

34， Wang Wenwu, Cao Zhiguo, “Recognition of blurred faces using local phase pattern”, 电子学 Letters, Vol.48 (20):1262-1263, Sep. 2012. ISSN:0013-5194，DOI:10.1049/el.2012.2482

35，Zheng Yi, Cao Zhiguo, “Classification method for aerial LiDAR data based on Markov Random Field”, Electronics letters, Vol.47(16): 934-936, Aug. 2011. ISSN:0013-5194，DOI:10.1049/欧洲篮球联赛2011.0949

36， Xiao Yang, Cao Zhiguo, Zhuo Wen, “Type-2 fuzzy thresholding using GLSC histogram of human visual nonlinearity characteristics”, Optics Express, Vol. 19(11): 10656-10672, May. 2011. ISSN: 1094-4087, DOI:10.1364/OE.19.010656

37，Xiao Yang, Cao Zhiguo, Zhong Sheng. “New entropic thresholding approach using gray level spatial correlation histogram”, Optical Engineering，Vol.49(12): 127007, 韩国铁道9201系柴油动车组 2010. ISSN:0091-3286，DOI:10.1117/1.3526333

38，曹治国, 彭博, 桑农, 张天序. “基于Snake模型的血管树骨架三维重建技术”，计算机学报，Vol.33(3): 603-611, Mar. 2010.

39，卓问，曹治国，肖阳，“基于二维Ar imoto的阈值分割方法”，模式识别与人工智能， Vol.29(2): Feb.2009.

40， Zheng Yi, Cao Zhiguo, Xiao Yang, “Multi-spectral remote image registration based on SIFT”, 电子学 Letters,Vol.44 (2):107-108, Jan. 2008. ISSN:0013-5194，DOI:10.1049/el:20082477

41，Jiaqi Yang, Qian Zhang, Ke Xian, Yang Xiao, Zhiguo Cao，“Rotational Contour Signatures For Robust Local surface Description”， International Conference on Image Processing (ICIP 2016), Phoenix, USA, Sep. 2016， pp:3598 – 3602， DOI:10.1109/ICIP.2016.7533030

42， Hao Lu, Zhiguo Cao, Yang Xiao, Zhiwen Fang, and Yanjun Zhu，“Fine-grained Maize Cultivar Identification Using Filter-Specific Convolutional Activations”， International Conference on Image Processing (ICIP 2016), Phoenix, USA，Sep. 2016， pp:3718 - 3722, DOI: 10.1109/ICIP.2016.7533054

43，Ye Liang, Cao Zhiguo, Xiao Yang, Li Wei, “Ground-based cloud image categorization using deep convolutional visual features”, International Conference on Image Processing (ICIP 2015), Quebec, Canada, pp: 4808 - 4812, DOI: 10.1109/ICIP.2015.7351720

44， Xie Xiaokang, Cao Zhiguo, Xiao Yang, Zhu Mengyu, Lu Hao, “Blurred image recognition using domain adaptation”， International Conference on Image Processing (ICIP 2015), Quebec, Canada, pp: 532 - 536, DOI: 10.1109/ICIP.2015.7350855

45，Zhu Mengyu, Cao Zhiguo, Xiao Yang, Xie Xiaokang, “Beyond local phase quantization: Mid-level blurred image representation using fisher vector”， International Conference on Image Processing (ICIP 2015), Quebec, Canada, pp: 1890 - 1894, DOI: 10.1109/ICIP.2015.7351129

46， Zhu Lei, Dominik A. Klein, Simone Frintrop, Cao Zhiguo, Armin B. Cremers, “Multi-scaleregion-basedsaliencydetectionusing W2 distance on N-dimensional normaldistributions”, International Conference on Image Processing (ICIP 2013), Melbourne, Australia, pp176-180.

47，Zhuo Wen, Cao Zhiguo, et al, “Image classification using HTML cortical learning algorithms”, International Conference on Pattern Recognition ( ICPR2012), Tsukuba Science City, JAPAN, pp2452—2455, Nov.2012,

48， Yan Ruicheng, Cao Zhiguo, “3D Target Tracking in Infrared Imagery by SIFT-based Distance Histograms”, SPIE Conference on Security + Defence, Prague, Czech Republic, Proc. SPIE8185, Electro-Optical and Infrared Systems: Technology and Applications VIII, 81850R, Sep. 2011

49，Zhang Zhenjun, Cao Zhiguo, “A fast algorithm for wide baseline match basing on feature points filtration”, International SymposiumonPhotoelectronic Detection and Imaging 2011: Advances in Infrared Imaging and Applications, Beijing, China, Proc.SPIE 8193, 81934Q, May. 2011

50， Xiao Yang, Cao Zhiguo, Zhang Tianxu. “Entropic thresholding based on gray-level spatial correlation histogram”, International Conference on Pattern Recognition ( ICPR2008), Tampa, USA. Dec.2008.

参考资料

华中科技大学主页平台管理系统曹治国--中文主页--首页.华中科技大学.2021-12-24