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个人简介

邬向前,国家高层次人才,哈工大软件学院院长兼计算学部副主任、多模态智能及应用研究中心创始主任,黑龙江省视听觉认知计算重点实验室创始主任,教育部新世纪优秀人才,黑龙江省杰出青年基金获得者,国际顶级期刊 IEEE TIP 编委,IEEE高级会员,中国计算机学会杰出会员,中国科协“英才计划”计算机学科工作委员会委员,中国指挥与控制学会虚拟现实与人机交互专委会副主任,虚拟仿真实验教学创新联盟计算机类专业工作委员会副主任委员。主持三十余项国家自然科学基金、863、国家重点研发计划和人工智能2030重大专项等项目(课题)的研究。已在IEEE TIP/TMM/TIFS等国际刊物和CVPR/ECCV/ACMMM等会议上发表学术论文200余篇,出版学术专著1部,并获三十余项国内外专利。曾获得黑龙江省自然科学一等奖和二等奖、全国优秀博士论文提名奖、中国计算机学会优秀博士论文奖、哈尔滨工业大学优秀博士论文奖和国际会议优秀论文奖等,连续七年入选爱思维尔“中国高被引学者榜单”,中央电视台曾就其研究进行多次专访,并制作多期节目在CCTV-10科教频道播出。其研制的“新冠肺炎CT图像分析系统”在疫情期间成功应用于新冠定点医院,为抗疫作出贡献,成为工信部所属高校“科技抗疫”代表性成果。 教育经历 1997年获得哈尔滨工业大学计算机科学技术专业学士学位 1999年获得哈尔滨工业大学计算机科学技术专业硕士学位 2004年获得哈尔滨工业大学计算机科学技术专业博士学位 工作经历 2023.2-今 哈尔滨工业大学软件学院院长兼计算学部副主任 2022.7-今 哈尔滨工业大学二级教授 2021.4-今 国家级高层次人才 2020.5-今 哈尔滨工业大学计算学部副主任 2010.7-2011.7 美国密歇根州立大学计算机科学与工程系 访问学者 2009.9-至今 哈尔滨工业大学计算机科学与技术学院 教授(破格) 2008.4-至今 哈尔滨工业大学计算机应用技术学科博士生导师(破格) 2007.4-至今 哈尔滨工业大学计算机应用技术学科硕士生导师 2006.9-2009.8 哈尔滨工业大学计算机科学与技术学院 副教授 2004.9-2006.8 哈尔滨工业大学计算机科学与技术学院 讲师

研究领域

数字图像处理 模式识别 计算机视觉 自然语言处理 基于人体特征的自动身份识别技术 医学图像分析 增强现实(AR) 舆情分析

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Ting Zhao, Xiangqian Wu, Pyramid Feature Selective Network for Saliency detection, CVPR, 2019 Youbao Tang, Xiangqian Wu, Salient Object Detection Using Cascaded Convolutional Neural Networks and Adversarial Learning, IEEE Trans. Multimedia, 2019 Ding Ma, Xiangqian Wu, Wei Bu, High Speed Recurrent Regression Network For Visual Tracking, ICME (Oral), 2019 Youbao Tang, Xiangqian Wu, Scene Text Detection Using Superpixel-Based Stroke Feature Transform and Deep Learning Based Region Classification. IEEE Trans. Multimedia 20(9): 2276-2288 (2018) Ding Ma, Wei Bu, Xiangqian Wu, Multi-Scale Recurrent Tracking via Pyramid Recurrent Network and Optical Flow, BMVC, 2018 Ding Ma, Wei Bu, Xiangqian Wu, Dual-SVM tracker via Multiple Support Instance and LEVER Strategy, ICPR (Oral), 2018 Ding Ma, Wei Bu, Yuying Xie, Yuehua Cui, Xiangqian Wu, Segmentation-Guided Tracking with Prior Map Decision, ICPR, 2018 Ding Ma, Wei Bu, Yuehua Cui, Yuying Xie, Xiangqian Wu, Learning Collaborative Model for Visual Tracking, ICPR, 2018 Youbao Tang, Xiangqian Wu, Scene Text Detection and Segmentation Based on Cascaded Convolution Neural Networks. IEEE Trans. Image Processing 26(3): 1509-1520 (2017) Youbao Tang, Xiangqian Wu, Salient Object Detection with Chained Multi-Scale Fully Convolutional Network. ACM Multimedia, 2017 Baisheng Dai, Xiangqian Wu and Wei Bu, Optic disc segmentation based on variational model with multiple energies. Pattern Recognition 64: 226-235 (2017) Zhijun Gao, Wei Bu, Yalin Zheng, Xiangqian Wu, Automated layer segmentation of macular OCT images via graph-based SLIC superpixels and manifold ranking approach. Comp. Med. Imag. and Graph. 55: 42-53 (2017) Xiangqian Wu, Baisheng Dai and Wei Bu,Optic Disc Localization Using Directional Models, IEEE Transactions on ImageProcessing, 2016 Youbao Tang and Xiangqian Wu, Saliency Detection based on Multiple Convolutional Neural Networks, ECCV, 2016 Yaobao Tang and Xiangqian Wu, Deeply-SupervisedRecurrent Convolutional Neural Network for Saliency Detection, ACM MM, 2016 Xiangqian Wu, Qiushi Zhao, DeformedPalmprint Matching Based on Stable Regions, IEEE Transactions on Image Processing 24(12): 4978-4989 (2015) Youbao Tang, Xiangqian Wu, Wei Bu, SaliencyDetection Based on Graph-Structural Agglomerative Clustering, ACM MM, 2015 Yitian Zhao, Yonghuai Liu, Xiangqian Wu, Simon P. Harding, YalinZheng. Retinal vessel segmentation: an efficient graph cut approach withRetinex and local phase. PLoS ONE, vol. 10, no. 4: e0122332, 2015. Xiangqian Wu, Youbao Tang, Wei Bu:Offline Text-Independent Writer Identification Based on Scale Invariant FeatureTransform. IEEE Transactions on Information Forensics and Security 9(3):526-536 (2014) Xiangqian Wu, Qiushi Zhao, Wei Bu: ASIFT-based contactless palmprint verification approach using iterative RANSACand local palmprint descriptors,Pattern Recognition 47(10): 3314-3326 (2014) Qinghua Hu, Leijun Li, Xiangqian Wu, Gerald Schaefer, DarenYu. Exploiting Diversity for Optimizing Margin Distribution in Ensemble Learning.Knowledge-Based Systems 67: 90-104 (2014) Leijun Li, Qinghua Hu, Xiangqian Wu, Daren Yu: Exploration ofclassification confidence in ensemble learning. Pattern Recognition 47(9):3120-3131 (2014) Ali Mohsin Al-juboori, Wei Bu, Xiangqian Wu, and Qiushi Zhao:"Palm Vein Verification Using Multiple Features and Locality PreservingProjections," The Scientific World Journal, vol. 2014, Article ID 246083,2014. doi:10.1155/2014/246083 Ali Mohsin Al-juboori, Wei Bu, Xiangqian Wu,and Qiushi Zhao:"Palm Vein Verification Using Multiple Features and IsometricProjection," International Journal of Signal Processing, Image Processingand Pattern Recognition,Vol.7,No.1(2014),pp.33-44.http://dx.doi.org/10.14257/ijsip.2014.7.1.04. Leijun Li, Bo Zou, Qinghua Hu, Xiangqian Wu, Daren Yu: Dynamicclassifier ensemble using classification confidence. Neurocomputing 99: 581-591(2013) Ali Mohsin Al-juboori, Wei Bu, Xiangqian Wu, Qiushi Zhao:“Palm VeinVerification Using Gabor Filter,” International Journal of Computer ScienceIssues, Vol. 10, Issue 1, No 1, January 2013. Wei Bu, Xiangqian Wu, Xiang Chen, Baisheng Dai, Yalin Zheng:"Hierarchical Detection of Hard Exudates in Color Retina Images,"Journal of Software, 8(11), pp 2723-2732, 2013 Wei Bu, Kuanquan Wang, Xiangqian Wu, Xin Cui, Qiushi Zhao:Hand Segmentation for Hand-based Biometrics in Complex Environments, Journal ofSoftware, 8(10), pp 2439-2446, 2013 Taha mohammed Hasan, Xiangqian Wu: An Adaptive Fractal ImageCompression ,International Journal of Computer Science Issues, 10(1), pp 98-108,2013 Taha Mohammed Hasan, Xiangqian Wu: An Adaptive Algorithm forImproving the Fractal Image Compression (FIC). Journal of Multimedia 6(6):477-485 (2011) M. Niemeijer, Bob Zhang, Xiangqian Wu, Jane You, Qin Li, FakhriKarray and M.D. Abramoff, et. al,"Retinopathy On-line Challenge: Automaticdetection of microaneurysms in digital color fundus photographs", IEEETrans. on Medical Imaging, vol. 29, no. 1, pp. 185-195, 2010. Bob Zhang, Xiangqian Wu, Jane You, Qin Li, Fakhri Karray: Detection ofmicroaneurysms using multi-scale correlation coefficients. Pattern Recognition43(6):2010 Xiangqian Wu, David Zhang, KuanquanWang, Bo Huang, “Palmprint Classificati -on Using Principal Lines,” PatternRecognition. 2004, 37(10): 1987--1998. (SCI: 842LB, EI: 04408380717) Xiangqian Wu, David Zhang, KuanquanWang, “Fisherpalms based Palmprint Recognition,” Pattern Recognition Letters.2003, 24(15):2829–2838. (SCI: 713LN, EI: 03367623274) Xiangqian Wu, David Zhang, KuanquanWang, “Palm-line Extraction and Matching for Personal Authentication,” IEEETransactions on Systems, Man, and Cybernetics, Part A. 2006, 36(5): 978-987.(SCI: 076RZ, EI) Xiangqian Wu, David Zhang, KuanquanWang, “Fusion of Phase and Orientation Information for PalmprintAuthentication”, Pattern Analysis and Application, 2006, 9: 103-111(SCI: 088SH, EI) Xiangqian Wu, KuanquanWang, David Zhang,“Wavelet Energy Feature Extraction and Matching for Palmprint Recognition,”Journal of Computer Science and Technology. 2005, 20(5): 411-418. (SCI: 928SP,EI: 05369346501) Xiangqian Wu, Kuanquan Wang, DavidZhang, “A Novel Approach of Line Feature Representation and Matching for PalmprintRecognition,” Journal of Software. 2004, 15(6):869-880. Youbao Tang, Xiangqian Wu, Wei Bu: Text LineSegmentation Based on Matched Filtering and Top-down Grouping for HandwrittenDocuments, 11th IAPR International Workshop On Document Analysis Systems,2014 Qiushi Zhao, Wei Bu, Xiangqian Wu: Contactless PalmprintVerification based SIFT and Iterative RANSAC,2013 InternationalConference on Image Processing, 2013 Baisheng Dai, Wei Bu, Xiangqian Wu,Yalin Zheng: Retinal BloodVessel Detection Using Multiscale Line Filter and Phase Congruency ,The 17thInternational Conference on Image Processing, Computer Vision, and PatternRecognition, 2013 Leijun Li, Qinghua Hu, Xiangqian Wu, Daren Yu: Exploringmargin for dynamic ensemble selection, 2013 International Conference on RoughSets and Knowledge Technology, 2013 Youbao Tang, Xiangqian Wu, Wei Bu: OfflineText-independent Writer Identification Using Stroke Fragment and Contour BasedFeatures, The 6th IAPR International Conference on Biometrics, 2013 Qiushi Zhao, Wei Bu, Xiangqian Wu: SIFT-based ImageAlignment for Contactless Palmprint Verification, The 6th IAPR InternationalConference on Biometrics, 2013 Youbao Tang, Xiangqian Wu, Wei Bu: Skew Estimationin Document Images Based on an Energy Minimization Framework ,17thInternational Conference on Image Processing, Computer Vision, and PatternRecognition, 2013 Ali Mohsin Al-juboori, Xiangqian Wu, Qiushi Zhao: BiometricAuthentication System Based on Palm Vein, 2013 International Conference onComputer Sciences and Applications, 2013 Baisheng Dai, Wei Bu, Xiangqian Wu,Yan Teng:Retinal VesselSegmentation Via Iterative Geodesic Time Transform, 21st InternationalConference on Pattern Recognition, 2012 Wei Bu, Xiangqian Wu, Enying Gao: Hand Vein Recognition Based onOrientation of LBP ,Proc. SPIE 8371,2012-2012/4/25, Baltimore, MD, 2012 Qiushi Zhao, Wei Bu, Xiangqian Wu, David Zhang: Design andImplementation of a Contactless Multiple Hand Feature Acquisition System ,Proc. SPIE8371, 2012-2012/4/25, Baltimore, MD, 2012 Xiang Chen, Wei Bu, Xiangqian Wu, Baisheng Dai,Yan Teng: ANovel Method for Automatic Hard Exudates Detection in Color Retinal Images,2012 International Conference on Machine Learning and Cybernetics, 2012 Xin Cui, Wei Bu, Xiangqian Wu, Qiushi Zhao: HandSegmentation in Complex Environment Based on Skin Color Model and BoundaryCutting, 2012 International Conference on Machine Learning and Cybernetics,2012 Kuanquan Wang, Anne S. Khisa, Xiangqian Wu, Qiushi Zhao: Finger VeinRecognition using LBP Variance with Global Matching, 2012 InternationalConference on Wavelet Analysis and Pattern Recognition,2012 Wei Bu, Qiushi Zhao, Xiangqian Wu, Youbao Tang, KuanquanWang: A Novel Contactless Multimodal Biometric System based on Multiple HandFeatures, 2011 International Conference on Hand-Based Biometrics, 2011 Xiangqian Wu, Enying Gao, Youbao Tang,Kuanquan Wang: A Novel Biometric System Based on Hand Vein. FCST 2010: 522-526 Dongyu Zhang, Kuanquan Wang, Xiangqian Wu, Bo Huang and Naimin Li,“Hilbert-HuangTransform Based Doppler Blood Flow Signals Analysis”, 2nd International Conference on BioMedical Engineering andInformatics (BMEI 2009), 2009 Bo Huang, Kuanquan Wang, Xiangqian Wu, Dongyu Zhang and NaiminLi, “Quantified Vector Oriented Tongue Color Classification,” 2nd InternationalConference on BioMedical Engineering and Informatics (BMEI 2009), 2009 Qi Zhu, Yong Xu, Jinrong Cui, Xiangqian Wu, Changfeng Chen, JinghuaWang, A method for constructing simplified kernel model based on KMSE, 2009Asia-Pacific Conference on Computational Intelligence and IndustrialApplications (PACIIA 2009), 2009 Xiangqian Wu, Kuanquan Wang, Yong Xu,David Zhang, “Differential Feature Analysis for Palmprint Authentication,”International Conference on Computer Analysis of Images and Patterns (CAIP),2009 Xiangqian Wu, Peipei Wang, KuanquanWang, Yong Xu, “Biometric Cryptographic Key Generation Based on City BlockDistance,” IEEE Workshop on Applications of Computer Vision (WACV), 2009 Bob Zhang, Xiangqian Wu, Jane You, Qin Li and Fakhri Karray, “Hierarchicaldetection of red lesions in retinal images by multiscale correlationfiltering,” SPIE Medical Imaging, 2009. Xiukun Li, Xiangqian Wu, Ning Qi, Kuanquan Wang, David Zhang, “A NovelCryptographic Algorithm based on Iris Feature,” International Conference onComputational Intelligence and Security (CIS@#%08), Oct. 2008. (EI, ISTP) Xiukun Li, Xiangqian Wu, Kuanquan Wang, Enying Gao, David Zhang, “DirectionalGaussian Derivative Filters based Palmprint Authentication,” InternationalConference on Computational Intelligence and Security (CIS@#%08), OCT. 2008. (EI,ISTP) Xiangqian Wu, David Zhang, KuanquanWang, “A Cryptosystem based on Palmprint Feature,” The 19th IEEE InternationalConference on Pattern Recognition. 2008.(EI, ISTP) Xiangqian Wu, Ning Qi, Kuanquan Wang,David Zhang, “ An Iris Cryptosystem for Information Security,” FourthInternational Conference on Intelligent Information Hiding and MultimediaSignal Processing (IIHMSP-2008), Aug. 2008. (EI, ISTP) Xiangqian Wu, Ning Qi, Kuanquan Wang,David Zhang, “A Novel Cryptosystem based on Iris Key Generation,” FourthInternational Conference on Natural Computation (ICNC@#%08), Aug. 2008. (EI,ISTP) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Fusion of Palmprint and Iris for Personal Authentication,” AdvancedData Mining and Applications (ADMA 2007), Aug. 2007. (EI, ISTP: BGS80) Xiangqian Wu, David Zhang, KuanquanWang, “A Palmprint Cryptosystem,” International Conference on Biometrics (ICB2007), Aug.2007. (EI, ISTP: BGP64) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Automated Personal Authentication Using Both Palmprints,” InternationalConference on Entertainment Computing (ICEC 2007), Sep. 2007. (EI, ISTP) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Combining Left and Right Irises for Personal Authentication,” EnergyMinimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2007),Aug. 2007. (EI, ISTP) Kuanquan Wang, Liao Jing, Xiangqian Wu, “Recognize a SpecialStructure in Palmprint for Palm Medicine,” IEEE International Symposium onComputer-Based Medical Systems, Jun. 2007. (EI: 074010840385, ISTP) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Information Fusion for Palmprint Authentication,” InternationalSymposium on Defense and Security--Biometric Technology for HumanIdentification III, Apr. 2006. (EI: 063510088615, ISTP) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Fusion of Multiple Features for Palmprint Authentication,” IEEEInternational Conference on Machine Learning Cybernetics, 2006. (EI: 071210502648,ISTP: BFE36) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Graph based Cross-shape Recognition for Palm Diagnosis,” The 6thIntelligent Systems Design and Applications, 2006, 325-328. Xiangqian Wu, Kuanquan Wang, DavidZhang, “Multiple Textural Features based Palmprint Authentication,”International Conference on Intelligent Computing, 2006, 964-969. Xiangqian Wu, Kuanquan Wang, DavidZhang, “Differential Operation based Palmprint Authentication for MultimediaSecurity,” Pacific-Rim Conference on Multimedia (PCM’2006), 2006. Xiangqian Wu, Kuanquan Wang, DavidZhang, “Palmprint Texture Analysis Using Derivative of Gaussian Filters,”Computational Intelligence and Security (CIS’2006), 2006. (EI, ISTP) Xiangqian Wu, Kuanquan Wang, FengmiaoZhang, David Zhang, “Fusion of Phase and Orientation Information for PalmprintAuthentication”, IEEE International Conference on Image Processing 2005. (EI:064210175386, ISTP:BDW08) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Palmprint Authentication Based on Orientation Code Matching”, LectureNotes in Computer Science, AVBPA05, 2005, 3546:555-562. (SCI:BCT50, EI:05429416428,ISTP:BCT50) [影响因子: 0.402] Xiangqian Wu, Fengmiao Zhang, KuanquanWang, David Zhang, “Fusion of the Textural Feature and Palm-lines for PalmprintAuthentication”, Lecture Notes in Computer Science, ICIC05, 2005, 3644:1075-1084.(SCI:BDC09, EI:05449443893, ISTP:BDC09) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Palmprint Recognition Using Valley Features”, The 2ndIEEE International Conference on Machine Learning Cybernetics 2005. (EI:05509539591,ISTP:BDT94) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Palmprint Recognition Using Directional Line Energy Feature,” The 17thIEEE International Conference on Pattern Recognition. 2004, 4: 475-478 (EI:04528736997,ISTP:BAW23) David Zhang, Adams Wai-KinKong, Guangming Lu, Xiangqian Wu andMichael Wong, “Low-resolution palmprint for personal identification”, inWorkshop Proceedings of Biometrics: Challenges arising from Theory andPractice, Cambridge, pp. 1-4, August 22 2004. Xiangqian Wu, Kuanquan Wang, DavidZhang, “HMMs based Palmprint Identification,” The 1stInternational Conference on Biometrics Authentication, Lecture Notes inComputer Science 3072. 2004, 775-781. (SCI:BAM83,ISTP:BAM83) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Palmprint Verification Using Wavelet Packet,” The 3rdInternational Conference on Wavelet Analysis and Application. 2004, 1: 515-520(selected as the excellent paper of the conference). (EI:04388358359,ISTP:BAH29) Xiangqian Wu, Kuanquan Wang, DavidZhang, “A Novel Approach of Palm-line Extraction,” IEEEInternational Conference on Image and Graphics. 2004: 230-233. (EI:05179059535) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Palmprint Recognition Using Fisher’s Linear Discriminant,” The 2ndIEEE International Conference on Machine Learning Cybernetics. 2003. (EI:04128072438,ISTP:BY61C) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Fuzzy Directional Element Energy Feature (FDEEF) Based PalmprintIdentification,” The 16th IEEE International Conference on Pattern Recognition.2002, 1:95-98. (EI: 064910291179, ISTP:BV11L) Xiangqian Wu, Kuanquan Wang, DavidZhang, “Line Feature Extraction and Matching in Palmprint,” The 2ndInternational Conference on Image and Graphics, Proceedings of SPIE. 2002,4875(1):583–590. (EI:02527290138) Xiangqian Wu, KuanquanWang, David Zhang, “Wavelet based Palmprint Recognition,” The 1st IEEEInternational Conference on Machine Learning Cybernetics. 2002. (EI:03127405769,ISTP:BW27J) Xiangqian Wu, Li Liu, Naimin Li,Xiaodong Lin, Shuying Wang, Jun Meng, Kuanquan Wang, and David Zhang. AutomatedPalm Diagnosis System. The 2nd World Integrative Medicine Congress(WIMCO 2002), Beijing, 2002.

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