电子工程系

Department of Electronic Engineering

王生进

清华大学,电子系,教授

电子邮箱:wgsgj@tsinghua.edu.cn

办公电话:010-62773710

 

教育背景

1993/09 – 1997/03,东京工业大学智能科学专攻,博士
1985/09 – 1988/03,北京广播学院微波系,硕士
1980/09 – 1985/07,清华大学无线电电子学系,学士

工作履历

2003/09 – 至今,清华大学电子系,教授
1997/04 – 2003/08,NEC互联网系统研究所,研究员
1992/09 – 1993/08,东京工业大学智能科学专攻,访问学者
1988/04 – 1992/08,北京广播学院微波系,讲师

研究领域

主持或参加科研项目情况:

1. 国家支撑计划项目、2003CB314904、多源信息关联整合与共享联动技术与系统研发、子课题主持
2. 国家863计划项目、2012AA011004、海量不确定异构数据的集成管理与分析技术、子课题主持。
3、国家自然科学基金项目,61071135、重现的行人目标数据关联和深度跟踪理论及方法研究、主持。
4. 教育部博士点基金项目、20090002110077、基于在线特征学习的人形表象数据关联方法及其应用研究、主持。
5. 国家863计划项目、2006AA01Z115、基于人类视觉感知和认知机理的视频图像模式识别和机器学习、主持。

研究概况

多年从事图像分析、目标检测与识别、智能视频分析、生物特征识别、计算机视觉和模式识别等方面研究工作。以目标检测和识别、目标跟踪、行为分析为基础,构建对于国家安全和公共安全有重大需求的智能视频分析系统。近年来,研究团队获得了包括863、国家自然科学基金、教育部博士点基金等多个国家项目支持,并取得出色成果。

担任北京图像图形学会副理事长、学术委员会主任,全国安防标委会人体生物特征识别应用分技术委员会委员。作为起草人之一,制定中华人民共和国公共安全行业标准《安全防范系统生物特征识别应用术语》和国家标准《安全防范视频监控数字视音频编解码技术要求(SVAC)》。获国家科技进步二等奖1项、获北京市科学技术一等奖1项。

学术成果

发表的论文

[30] Liang Zheng, Shengjin Wang, Liyue Shen, Lu Tian, Qi Tian, S Scalable Person Re-identification: A Benchmark, ICCV2015, Santiago, Chile, Dec.2015, Accepted
[29] Xu Zhang, Felix Xinnan Yu, Ruiqi Guo, Sanjiv Kumar, Shengjin Wang, Shih-Fu Chang, Fast Orthogonal Projection Based on Kronecker Product, ICCV2015, Santiago, Chile, Dec.2015, Accepted
[28] Ziqiong Liu, Shengjin Wang, Qi Tian, Fine-residual VLAD for image retrieval, Neurocomputing, 2015, Accepted
[27] Dong Li, Yali Li, Shengjin Wang, Selective Parts for Fine-Grained Recognition, In Proceedings of International Conference on Image Processing (ICIP2015), Quebec, Canada, Sept. 2015, will be published.
[26] Taiqing Wang, Shaogang Gong, Xiatian Zhu,Shengjin Wang, Re-Identification by Discriminative Selection in Video Ranking, IEEE Transactions on Pattern Recognition and Machine Intelligence, 2015, submitted to PAMI 2014 (Now Major)
[25] Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding, A Boosting Approach to Exploit Instance Correlations for Multi-Instance Classification, IEEE Transactions on Neural Networks and Learning Systems, 2015 (Accepted)
[24] Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding, Feature representation for statistical learning based object detection: a review, Pattern Recognition, pp.3542-3559, vol.48, 2015
[23] Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding, A survey of recent advances in visual feature detection, Neurocomputing, Pages 736–751, Volume 149, Part B, 3 February 2015
[22] Lu Tian, Shengjin Wang, Person Re-identification as Image Retrieval Using Bag of Ensemble Colors, IEICE Transactions on Information and Systems, Vol.E98-D,No.1,pp. 180-188, Jan. 2015 (SCI)
[21] Liang Zheng, Shengjin Wang, Lu Tian, Fei He, and Qi Tian, "Black Sheep Out: Query Adaptive Fusion for Image Search and Person Re-identification", International Conference on Computer Vision and Pattern Recognition (CVPR2015), pp. 1741-1750, in Boston, USA, June, 2015.
[20] Xu Zhang, Fei He, Lu Tian, Shengjin Wang, Cognitive Pedestrian Detector: Adapting Detector to Specific Scene by Transferring Attributes, Neurocomputing, Pages 800-810, Volume 149, Part B, 3 February 2015
[19] Jie Liu, Shengjin Wang, Salient Region Detection via Simple Local and Global Contrast Representation, Neurocomputing, Pages 435-443, Volume 147, 5 January 2015
[18] Fei He and Shengjin Wang, Beyond χ2 Difference: Learning Optimal Metric for Boundary Detection, IEEE Signal Processing Letters, Vol 22,  No. 1,  pp. 40-44, Jan. 2015
[17] Yali Li, Shengjin Wang, Qi Tian, Xiaoqing Ding, Learning Cascaded Shared-Boost Classifiers for Part-based Object Detection, IEEE Transactions on Image Processing, pp.1858-1871,Volume:23,No.4, 2014. DOI: 10.1109/ TIP.2014.2307432(SCI)
[16] Taiqing Wang, Shaogang Gong, Shengjin Wang, Discriminative Video Matching for Person Re-Identication, European Conference on Computer Vision (ECCV2014), September 8-12, 2014, pp.688-703, Zurich, Switzerland.
[15] Zheng L, Wang S, Liu Z, Tian Q. Fast Image Retrieval: Query Pruning and Early Termination. IEEE Transactions on Multimedia, 2014, 17(5): 648-659. (SCI源刊,影响因子1.776)
[14] Liang Zheng, Shengjin Wang, Peizhen Guo, Hanyue Liang, and Qi Tian, Tensor Index for Large Scale Image Retrieval, Multimedia Systems, Oct. 2014 (SCI源刊,影响因子0.443;EI收录,检索号:20144300116846)
[13] Ziqiong Liu, Shengjin Wang, Liang Zheng, Qi Tian, Visual Reranking with improved image graph, ICASSP2014(International Conference On Acoustics Speech and Signal Processing), IEEE catalog number: CFP14ICA-USB,pp.6939-6943,4-9 May 2014 in Florence, Italy. ISBN: 978-1-4799-2892-7
[12] Liang Zheng, Shengjin Wang, and Qi Tian, Lp-norm IDF for Scalable Image Retrieval, IEEE Transactions on Image Processing, Vol 23, No. 8, pp. 3604-3617, June, 2014.
[11] Liang Zheng, Shengjin Wang, and Qi Tian, Coupled Binary Embedding for Scalable Image Retrieval, IEEE Transactions on Image Processing, Vol 23, No. 8, pp. 3368-3380, June, 2014.
[10] Yuan LIN, Shengjin WANG, Pose-free Face Swapping Based on a Deformable 3D Shape Morphable Model, IEICE Transactions on Information and Systems, pp. 305-314,Vol.E97-D,No.2, Feb. 2014 (SCI)
[9] Taiqing Wang, Shengjin Wang, Xiaoqing Ding,Detecting Human Action as Spatio-Temporal Tube of Maximum Mutual Information,IEEE Transactions on Circuits and Systems for Video Technology, pp.277-290, Vol.24, No.2, 2014, DOI:10.1109/TCSVT.2013.2276856 (SCI)
[8] Liang Zheng, Shengjin Wang, Ziqiong Liu, Qi Tian,Packing and Padding: Coupled Multi-index for Accurate Image Retrieval, CVPR2014, pp. 1947-1954, in Columbus, Ohio, USA, June, 2014
[7] Liang Zheng, Shengjin Wang, Ziqiong Liu, Qi Tian,Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval, CVPR2014, pp. 1963-1970, in Columbus, Ohio, USA, June, 2014
[6] Liang Zheng, Shengjin Wang, Ziqiong Liu, Qi Tian. Lp-norm IDF for large scale image search. IEEE Conference on Computer Vision and Pattern Recognition (CVPR2013), pp. 1626-1633, June 23-28, 2013,Portland, OR, United states, EI 20134616982674
[5] Liang Zheng, Shengjin Wang. Visual phraselet: refining spatial constraints for large scale image search. IEEE Signal Processing Letters, Vol. 20, No. 4, pp. 391-394, April, 2013.
[4] Gu Junxia, Ding Xiaoqing, Wang Shengjin, Wu Youshou. Action and gait recognition from recovered 3D human joints. IEEE Transactions on Systems, Man, and Cybernetics, Part B,Vol.40, No.4, pp.1021-1033, August, 2010 (SCI源刊). SCI 656PJ
[3] Yali Li, Shengjin Wang, and Xiaoqing Ding, Person-Independent Head Pose Estimation Based On Random Forrest Regression. In Proceedings of International Conference on Image Processing (ICIP2010), pp.1521-1524, September 26-29, 2010, Hong Kong. EI 20110213575002, Inspec 11690716
[2] Yali Li, Shengjin Wang, Xiaoqing Ding, Eye/eyes tracking based on a unified deformable template and particle filtering, Pattern Recognition Letters, Volume: 31,  Issue: 11,   pp.1377-1387, AUG 2010 . SCI: 000279834800018, or SCI: IDS Number: 624QO。SCI 624QO
[1] Yun Lei, Xiaoqing Ding, and Shengjin Wang. Visual Tracker Using Sequential Bayesian Learning: Discriminative, Generative and Hybrid, IEEE Trans. on Systems, Man And Cybernetics-Part B, Vol.38, No.6, pp.1578-1591, December, 2008。SCI 378GZ