基本信息
王伟强  男  博导  计算机与控制学院
电子邮件: wqwang@ucas.ac.cn
通信地址: 中关村新科祥园1-707
邮政编码: 100190

研究领域

多媒体内容分析与检索,计算机视觉,  模式识别

招生信息

招收硕博连读研究生与博士研究生,另外欢迎有对模式识别、图像分析感兴趣的博士来做师资博士后合作研究。
招生专业
081203-计算机应用技术
招生方向
多媒体技术
计算机视觉
机器学习

教育背景

1998-03--2001-04   中国科学院计算技术研究所   博士生/工学博士学位
1995-09--1998-02   哈尔滨工程大学   硕士生/工学硕士
1991-09--1995-07   哈尔滨工程大学   本科生/工学学士
学历
分别于1995,1998年在哈尔滨工程大学获得计算机工学学士与硕士学位,2001年在中国科学院计算技术研究所获得计算机工学博士学位

工作经历

现为中过科学院大学计算机与控制学院教授,IEEE会员,ACM会员,主要研究兴趣为计算机视觉,多媒体技术,模式识别等。2001年5月留中科院计算所工作,为助理研究员,2001年10月晋升为副研究员,作为课题组长与科研骨干先后参与了多个项目的研发,其中博士论文中部分成果作为核心已被商业软件Smartlog采用。2003年8月到中科院研究生院信息学院任教,聘为副教授。2004年10月至2005年9月在美国卡内基梅隆大学作访问学者,2009年6月聘为教授、博导。迄今曾承担过863重点项目,国家科技支撑计划子课题, 自然科学基金面上项目等项目的研发工作,在国内外期刊、会议上发表科研论文90余篇,获得发明专利2项。

教授课程

机器视觉与模式识别
计算机视觉 I
图像分析与计算机视觉
文献阅读课
机器学习与模式识别
现代计算机视觉
计算机视觉与图像理解
计算机视觉与图像理解 I
计算机视觉I
多媒体内容分析与检索

出版信息

  • 期刊英文论文 

[1].  Shao Huang, Weiqiang Wang, Shengfeng He, Rynson W.H. Lau, “Stereo Object Proposals”, IEEE Transactions on Image Processing,  Vol.26,  No.2,  Feb. 2017. 

[2]  Ping Hu, Weiqiang Wang, Chi Zhang, Ke Lu, “Detecting Salient Objects via Color and Texture Compactness Hypotheses”, IEEE Transactions on Image Processing, Volume: 25, No.10,  2016 

[3]  Zhangjian Ji, Weiqiang Wang, "Object Tracking Based on Local Dynamic Sparse Model”, Journal of Visual Communication and Image Representation Vol.28, April, 2015 pp.44-52.2.       

[4]  Zhangjian Ji, Weiqiang Wang,” Detect Foreground Objects via Adaptive Fusing Model In a Hybrid Feature Space”,  Pattern Recognition, Vol. 47, No. 9 pp. 2952—29612014. 

[5]  Xiaoqian Liu, Weiqiang Wang, "An effective graph-cut scene text localization with embedded text segmentation "  Multimedia Tools and Applications, Jan, 2015

[6]  Zhong Li, Weiqiang Wang, Xiaoqian Liu, Ke Lu, "An Efficient Multi-threshold AdaBoost Approach to Detecting Faces in Images", Multimedia Tools and Applications, Sept. 2013.

[7]  Xiaoqian Liu, Weiqiang Wang: Robustly Extracting Captions in Videos Based on Stroke-Like Edges and Spatio-Temporal Analysis. IEEE Transactions on Multimedia 14(2): 482-489 (2012)

[8]  Shu-Gao Ma and Wei-Qiang Wang, “Effectively Discriminating Fighting Shots in Action Movies”,  Journal of Computer Science and Technology, 2011, 26(1): 187-194

[9]  Weiqiang Wang, Jie Yang, Wen Gao, “Modeling Background and Segmenting Moving Objects from Compressed Video”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 18, No. 5, May 2008, pp670-680.

[10] W.Q. Wang, W. Gao, "Automatic Segmentation of News Items Based on Video and Audio Features", Journal of Computer Science & Technology, Vol.17, No.2, Feb., 2002. pp.189-195   

[11] Qing-Fang Zheng, Wei Zeng,Weiqiang Wang, Wen Gao, “Shape-based Adult Web Images Detection,” International Journal of Image and Graphics, Vol.6, No.12006pp. 115-124.

[12]  W.Q, Wang, W. Gao, "Automatic Parsing of News Video Using Multimodal Analysis", Journal of Software, Vol.12, No.9, Sept., 2001. 


  • 期刊中文论文 

   [1] 王伟强, 高文, “一种MPEG-2流的索引模型及其应用,”软件学报, 12卷,第8期,2001.8. 
   [2]
王伟强, 高文, “一种压缩域上的快速标题文字探测算法及其应用”, 计算机学报,第24卷,第6, 2001.6 
  [3]
张明吉,王伟强,郑清芳,高文, “静态图像中的自适应阈值肤色检测算法”, 计算机研究与发展,第43卷,第9期,2006 
  [4]
付岩,王耀威,王伟强,高文,“SVM用于基于内容的自然图像分类与检索,计算机学报, 26卷,第10期,2003.10 
  [5]
叶齐祥,高文,王伟强,黄铁军,一种融合颜色和空间信息的彩色图像分割算法,软件学报,第15卷,第4期,2004.4 
  [6]
王伟强, 付立波,高文,黄庆明, 蒋树强,基于笔画特征的叠加文字检测方法,通信学报,第2812期,2007 


  • 国际会议论文 

[1]  Xiwen Qu, Weiqiang Wang, Ke Lu, Zhangjian Ji, “High-order directional features and sparse representation based classification for in-air handwritten Chinese character recognition”, IEEE International Conference on Multimedia and Expo (ICME)  (2016), Seattle, USA, Jul. 11-15, 2016.

[2]  Zhaochun Xu, Weiqiang Wang, Ke Lu, “MQDF with a novel covariance matrix estimation and discriminant LSRC, which is better for in-air handwritten Chinese character recognition”, 2016 IEEE International Conference on Image Processing (ICIP), sept. 25-28, 2016

[3]  Shao Huang, Weiqiang Wang, Ke Lu,”Egocentric Hand Detection Via Region Growth”, 2016 IEEE International Conference on Pattern Recognition,  Dec.4-8, Cancun, Mexico, 2016.

[4]  Xiwen Qu,  Weiqiang Wang, Ke Lu, ”In-Air Handwritten Chinese Character Recognition Using Discriminative Projection Based on Locality-Sensitive Sparse Representation”,  2016 IEEE International Conference on Pattern Recognition Dec.4-8, Cancun, Mexico, 2016.

[5]  Ping Hu, Weiqiang Wang, Ke Lu, ”A Novel Binarization Approach for Text in Images”, IEEE International Conference on Image Processing(ICIP), Sept.27-30, Quebec city, Canada, 2015, 

[6]  Ping Hu, Weiqiang Wang, Ke Lu,”Video Text Detection with Text Edges and Convolutional Neural Network”, Asian Conference on Pattern Recognition (ACPR), Nov. 3-6,Kuala Lumpur, Malaysia 2015.

[7]  Ning Xu, Weiqiang Wang, Xiwen Qu, “Recognition of in-air handwritten Chinese character based on Leap Motion Controller,” The 8th International Conference on Image and Graphics, Aug. 13-16, Tianjin, China, 2015. 

[8]  Ning Xu, Weiqiang Wang, Xiwen Qu, “On-line sample generation for in-air written Chinese character recognition based on Leap Motion Controller,” The 16th Pacific-Rim Conference on Multimedia, Sept.16-18, Gwangju, Korea, 2015.

[9]  Ning Xu, Weiqiang Wang, Xiwen Qu, “A Discriminative Classifier for in-air handwritten Chinese characters recognition,” The 7th International Conference on Internet Multimedia  Computing and Service, Aug. 19-21, Zhangjiajie, China, 2015.

[10]  Xiwen Qu, Ning Xu, Weiqiang Wang, “Similar Handwritten Chinese Character Recognition based on Adaptive Discriminative Locality Alignment,” The 14th IAPR International Conference on Machine Vision Applications, May 18-22, Tokyo, Japan, 2015.

[11]   Xiwen Qu, Weiqiang Wang, Ke Lu, Ning Xu, “In-air handwritten Chinese Character  recognition using multi-stage classifier based on adaptive discriminative locality alignment,”  The 22nd IEEE International Conference on Image Processing, Sept.27-30, Quebec city, Canada, 2015.

[12]  Zhangjian Ji, Weiqiang Wang, Ke Lu, “Robustly tracking objects via multi-task kernel dynamic sparse model”, The 22nd IEEE International Conference on Image Processing, Sept.27-30, Quebec city, Canada, 2015.

[13]  Shao Huang, Weiqiang Wang, “Retrieving Images Combining Saliency Detection With IRM”, The 22nd IEEE International Conference on Image Processing, Sept.27-30, Quebec city, Canada, 2015.  

[14]  Zhangjian Ji, Weiqiang Wang, Ning Xu,” Robust Object Tracking via Incremental Subspace Dynamic Sparse Model”, ICME 2014,  July 14-18, Chengdu, China, pp.1-6. 

[15]  Zhangjian Ji, Weiqiang Wang, Ning Xu,” Robust Object Tracking via Multi-task Dynamic Sparse Model”, ICIP2014,  Oct. 27-30, Paris, France. 

[16]  Zhike Zhang, Weiqiang Wang, Ke Lu, “Video Text Extraction Using the Fusion of Color Gradient and Log-Gabor Filter”, ICPR2014, Aug.24-28, Stockholm, Sweden. 

[17]  Shao Huang, Weiqiang Wang, “A Filtration Strategy Based on FD-CDF for Image Matching ”, ICPR2014, Aug.24-28, Stockholm, Sweden. 

[18]  Shao  Huang, Weiqiang Wang, Hui Zhang, ”Retrieving images using Saliency Detection and Graph Matching ”, ICIP2014,  Oct. 27-30, Paris, France. 

[19]  Chi Zhang and Weiqiang Wang, “Object-level saliency detection based on spatial compactness Assumption”,  IEEE International conference on Image Processing, Sept. 15-18, 2013,  Melbourne,  Australia.

[20]  Chi Zhang and Weiqiang Wang, Xiaoqian Liu, “Object-Level saliency detection combining the contrast and spatial compactness hypothesis”,  International Conference on Image Processing, Computer Vision, and Pattern Recognition, Las Vegas, Nevada, July 22-25, 2013,USA. 

[21]  Zhangjian Ji, Weiqiang Wang, Ke Lu“ Extract foreground objects based on sparse model of spatiotemporal spectrum”, IEEE International Conference on Image Processing,  Sept.15- Sept.18, Melbourne, Australia. 

[22]  Zhangjian Ji,  Weiqiang Wang , Ke Lu, “Foreground Detection Utilizing Structured Sparse Model via L1,2 Mixed Norms”, IEEE International Conference on System, Man, Cybernetics, Oct.13-16, 2013Manchester, UK. 

[23]  Xiaoqian  Liu, Weiqiang Wang, “Localize and Segment Scene Text”, IEEE Pacific-Rim Conference on Multimedia, Nanjing, China, Dec. 12-16, 2013.

[24] Zhike Zhang, Weiqiang Wang, "A Novel Approach for Binarization of Overlay Text," IEEE International Conference on System, Man, Cybernetics, Oct.13-16, 2013Manchester, UK 

[25]  Xiaoqian Liu, Ke Lu, Weiqiang Wang: “Effectively localize text in natural scene images” . ICPR 2012: 1197-1200

[26]  Hui Zhang, Weiqiang Wang, Guiping Su, Lijuan Duan: A simple and effective saliency detection approach. ICPR 2012: 186-189 

[27]  Chi Zhang, Weiqiang Wang: A robust and efficient shot boundary detection approach based on fisher criterion. ACM MultimediaOct.  2012: 701-704 

[28]   Yanjun Fu, Weiqiang Wang: Fast and Effectively Identify Pornographic Images. CIS 2011: 1122-1126

[29]  Jian Lin, Yi Sun, Weiqiang Wang. “Violence Detection in Movies with Auditory and Visual Cues”In proceedings of International Conference on Computational Intelligence and Security,CIS, pp.561-565, Nanning, China, Dec. 11-14, 2010, 

[30]  Xiaoqian Liu, Weiqiang Wang, “Extracting Captions from Videos Using Temporal Feature“, In proceedings of ACM Multimedia 2010, MM,pp.843-846,Firenze, Italy, Oct. 25-29, 2010. 

[31]  Yanjun Fu, Weiqiang Wang, Li Cheng. “On-line learning Skin Model Based on Similarity between Neighboring Pixels”, In proceedings of 2nd IEEE symposium on Web Society, SWS, pp.127-131,Beijing, ChinaAug. 16-17, 2010. 

[32] Xiaoqian Liu, Weiqiang Wang, Tingshao Zhu, “Extracting Captions in Complex Background from Videos “, In proceedings of 20th International Conference of Pattern Recognition, ICPR, pp.3232-3235, Istanbul, Turkey, Aug. 23-26, 2010. 

[33] Shugao MaWeiqiang Wang, “Effective Camera Motion Analysis Approach”, The 2010 IEEE International Conference on Networking, Sensing and Control, April, 11-13, 2010 Chicago, USA.

[34] Jian LinWeiqiang Wang”Weakly-supervised Violence Detection in Movies with Audio and Video Based Co-training”, In the 10th IEEE Pacific-Rim Conference on Multimedia, Dec. 15-18, 2009, BangKok,Thailand. 

[35] Xiaojun Li, Weiqiang Wang, Qingming Huang, and Wen Gao. “A Hybrid Text Segmentation Approach.” in Proceedings of IEEE International Conference on Multimedia and Expo. Jun.28,2009.

[36] Yu Gong, Weiqiang Wang, Shuqiang Jiang, Qingming Huang, Wen Gao, "Detecting Violent Scenes in Movies by Auditory and Visual Cues", In Pacific-Rim Conference on Multimedia, Tai Wan, China, Dec. 9-13, 2008. 

[37] Xiaojun Li, Weiqiang Wang, Shuqiang Jiang, Qingming Huang, Wen Gao, "Fast and Effective Text Detection”, IEEE International Conference on Image Processing, Oct.12–15, San Diego, California, U.S.2008, 

[38] Dong Zhang, Weiqiang Wang, Shuqiang Jiang, Qingming Huang“Matching Images More Efficiently with Local Descriptors”, The 19th International Conference of Pattern Recognition, Dec. 8-11, 2008, Tampa, Florida, USA. 

[39] Shugao Ma, Weiqiang Wang, Qingming Huang, Shuqiang Jiang, “Effective Scene Matching with Local Feature Representatives,” The 19th International Conference of Pattern Recognition, Dec. 8-11, 2008, Tampa, Florida, USA. 

[40] Ting Liu, Weiqiang Wang, Tiejun Huang, Yonghong Tian, “Exploring the relationships of regions for visual content understanding”, the conference on Visual Communications and Image Processing VCIP 2008, Sun Jose, California, 

[41] Dong Zhang, Weiqiang Wang, Shuqiang Jiang, "An Effective Local Invariant Descriptor Combining Luminance And Color Information", IEEE International Conference on Multimedia and Expo, Beijing, China, July 2-5, 2007. 

[42] Qianhui Ning, Weiqiang Wang, Caifeng Zhu, Laiyun Qing and Qingming Huang, A fast approach for natural image matting using structure information, 2007 IEEE International Conference on Multimedia and Expo, Beijing, China, Jul.2-5, 2007. 

[43] Yuanning Li, Weiqiang Wang, Wen Gao, “Object Recognition Based on Dependent Pachinko Allocation Model”, IEEE International Conference on Image Processing, San Antonio, Texas, Sept. 16-19, 2007. 

[44] Weiqiang Wang, Libo Fu, Wen Gao, “Text Segmentation in Complex Background Based on Color and Scale Information of Character Strokes,” The 7th IEEE Pacific-Rim Conference on Multimedia 2007, Hongkong, China, Dec. 11-14, 2007.

[45] Yaowen Zhan, Weiqiang Wang, Wen Gao, “A Robust Split-and-Merge Text Segmentation Approach for Images”, The 18th International Conference of Pattern Recognition, Aug. 24-26, 2006. pp.1002-1005.

[46] Lei Qin, Weiqiang Wang, Qingming Huang, Wen Gao “Unsupervised Texture Classification: Automatically Discover and Classify Texture Patterns”, The 18th International Conference of Pattern Recognition, Aug. 24-26, 2006. pp.433-436 

[47] Yuanning Li, Weiqiang Wang, Wen Gao“A Robust Approach for Object Recognition”, The 6th IEEE Pacific-Rim Conference on Multimedia 2006, HangZhou, China, Nov.2- Nov.4, 2006LNCS, Vol. 4261,pp.262-269 

[48] Caifeng Zhu, Weiqiang Wang, Qianhui Ning“Text Detection in Images using Texture Feature from Strokes”, The 6th IEEE Pacific-Rim Conference on Multimedia 2006, HangZhou, China, Nov.2- Nov.4, 2006LNCS, Vol. 4261 pp.295-301.

[49] QingFang ZhengWeiqiang-WangWen Gao, “Effective and Efficient Object-based Image Retrieval Using Visual Phrases”, ACM Multimedia 2006, October 23-27, 2006,Santa Barbara, CA., pp 77-80.

[50] Jia Li, Ting Liu, Weiqiang Wang, Wen Gao“A Broadcast Model for Web Image Annotation”, The 6th IEEE Pacific-Rim Conference on Multimedia 2006, HangZhou, China, Nov.2- Nov.4, 2006LNCS, Vol. 4261, pp.245-251.