相册


基本信息 The basic information
姓名: 张蓬

学院: 计算机学院


学历: 博士研究生毕业

学位: 工学博士


职称: 教授

职务:


学科: 计算机科学与技术


邮箱: zh0036ng@nwpu.edu.cn




工作经历 Work Experience
2011- 西北工业大学 计算机学院（教授）
2010-Mekitec OY, Finland (Chief Scientist/Deputy Director)
2003-2006 Grapecity Co., Ltd, Japan(SW Engineer)
2001-2003 NEC Co., Ltd, Japan（RF Engineer）




教育经历 Education Experience
1994-1997 西安交通大学附属中学（陕西省物理奥林匹克班）
1997-2001 西安交通大学 通讯与控制工程系 （工学学士）
2007-2011 新加坡南洋理工大学 Nanyang Technological Unviersity （工学博士）



教育教学 Education And Teaching
承担课程《多媒体技术》（本科生）
承担课程《多媒体技术》（全英文）（本科留学生及国际班）
承担课程《GPU并行程序设计》（本科生）
承担课程《QT Cross-platform Parallel Programming》（研究生及留学生）



招生信息 Admission Information
招收计算机视觉、模式识别及机器学习感兴趣的博士生及硕士生



荣誉获奖 Awards Information
1993 获得全国计划单列市及大中城市英语竞赛二等奖
1996 获得全国高中数学联赛三等奖
1996 获得全国高中物理竞赛三等奖
1996 获得全国高中化学竞赛二等奖
1996 获得全国高中英语奥林匹克竞赛三等奖
1998 获西安交通大学校级三等奖学金
1999 获西安交通大学校级三等奖学金
2007 获得新加坡南洋理工大学 攻读博士学位全额奖学金（Ph.D. with Full Scholarship）
2008 IEEE ADIP with IEEE HPCC, The Best Student Paper Award
2014 IEEE International Conference on Image Processing (ICIP), The Top 10% Paper Award
2016 IEEE ASMMC with IEEE International Conference on Multimedia Expo (ICME), The Most Interesting Paper Award
2018 江西省自然科学奖二等奖（排名第二）




科学研究 Scientific Research
1. 项目主持
国家自然基金面上项目(**)“基于多形态挑战样本级联生成学习的复合跟踪框架模型研究”，2020.1-2023.12
国家自然基金面上项目(**) “基于高阶正则化半监督学习的多跟踪框架模型及融合策略研究”，2016.1-2019.12
国家自然基金青年基金(**) “基于不规则区域精确表征的非刚体运动目标在线跟踪研究”，2014.1-2016.12
国家教育部博士点基金(055) “数字虚拟语义模型与公共群安全视觉监控研究”，2012.1-2015.12
陕西省自然科学基础研究计划面上项目(2018JM6015) “基于尺度预测网络与显著性导引采样的在线目标跟踪研究”，2018.1-2019.12
中央高校基本科研资助项目(**ZY1004) “基于视觉热度跟踪及关键帧深度记忆表征的视频摘要合成研究”，2019.1-2020.12
中央高校基本科研资助项目(**JSJ0014) “特征时空约束下基于渐进直推式学习的非刚体运动目标在线跟踪研究”，2014.1-2015.12
中央高校基本科研资助项目(JC201223) “基于视频分析的行人检测跟踪和群体事件监控研究”，2012.1-2013.12


2. 国际期刊特约编辑
Multimedia Tools and Applications, Springer


3. 国际期刊审稿人
IEEE Transactions on Image Processing (SCI二区)(CCF A类)
IEEE Transactions on Circuits and Systems for Video Technology (SCI二区)
IEEE Transactions on Multimedia (SCI二区)
Elsevier Pattern Recognition (SCI二区)


4. 国际会议技术专家组成员(TPC)
ACM International Conference on Multimedia (ACM MM) 2015 – 今
IEEE International Conference on Image Processing (ICIP) 2010 - 今
IEEE International Conference on Multimedia & Expo (ICME) 2011 - 今
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS) 2011-今
IEEE International Conference on Pattern Recognition (ICPR) 2012 - 今




学术成果 Academic Achievements
Selected Publications [Journals]
[1] "One-Shot Video Graph Generation for Explainable Action Reasoning,"IEEE Transactions on Multimedia(T-MM), 2020. (SCI 一区，影响因子5.45) (Under Review)
[2] "Identity-aware Facial Expression Recognition via Deep Metric Learning based on Synthesized Images,"IEEE Transactions on Multimedia(T-MM), 2020. (SCI 一区，影响因子5.45)
[3] "Learning Spatial-Channel Regularization Jointly with Correlation Filter for Visual Tracking,"Neurocomputing, 2020. (SCI二区，影响因子4.072)
[4] "The Effects of Aspiration under Multiple Strategy Updating Rules on Cooperation in Prisoner's Dilemma Game,"Applied Mathematics and Computation (AMC), 2020.(SCI 一区，影响因子3.472)
[5] "Deep Position-Sensitive Tracking," IEEE Transactions on Multimedia (T-MM), 2019. (SCI 一区，影响因子5.45)
[6]"Multiple Instance Models Regression for Robust Visual Tracking,"IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2020.(SCI 二区，影响因子4.046)
[7] "Arterial Spin Labeling Images Synthesis from sMRI using Unbalanced Deep Discriminant Learning," IEEE Transactions on Medical Imaging(T-MI), 2019. (SCI 一区，影响因子7.81)
[8]"Ensemble Tracking based on Diverse Collaborative Framework with Multi-Cue Dynamic Fusion," IEEE Transactions on Multimedia (T-MM), 2019. (SCI 一区，影响因子5.45)
[9] "Unsupervised Online Video Object Segmentation with Motion Property Understanding," IEEE Transactions on Image Processing (T-IP), 2019.(SCI 一区，影响因子6.79)
[10]"Robust Visual Tracking based on Adversarial Unlabeled Instance Generation with Label Smoothing Loss Regularization," Pattern Recognition (PR), 2019. (SCI 二区，影响因子5.898)
[11] "Distractor-aware Visual Tracking by Online Siamese Network," IEEE ACCESS, 2019. (SCI 二区，影响因子4.10)
[12] "Video-Based Abnormal Driving Behavior Detection via Deep Learning Fusions," IEEE ACCESS, 2019. (SCI 二区，影响因子4.10)
[13] "A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification Method," Remote Sensing,2019.(SCI 二区，影响因子4.74)
[14] "ACFT: Adversarial Correlation Filter For Robust Tracking," IET Image Processing, 2019.
[15]"Robust Hyperspectral Image Domain Adaptation with Noisy Labels," IEEE Geoscience and Remote Sensing Letters (GRSL), 2019.
[16]"Single-Target Localization in Video Sequences using Offline Deep-Ranked Metric Learning and Online Learned Models Updating," Multimedia Tools and Applications (MTAP),2018.
[17]"Pixel-wise Partial Volume Effects Correction on Arterial Spin Labeling Magnetic Resonance Images," Multimedia Tools and Applications (MTAP), 2018.
[18]"Saliency Flow based Video Segmentation via Motion Guided Contour Refinement," Signal Processing, 2018.(SCI二区，影响因子4.086)
[19]"Going Deeper with Two-Stream ConvNets for Action Recognition in Video Surveillance," Pattern Recognition Letters (PRL), 2018.
[20]"Online Object Tracking Based on BLSTM-RNN with Contextual-Sequential Labeling," International Journal of Ambient Intelligence and Human Computing (AIHC), 2017.
[21]"Online Object Tracking based on CNN with Spatial-Temporal Saliency Guided Sampling," Neurocomputing, 2017.(SCI二区，影响因子4.072)
[22]"Robust Tracking based on H-CNN with Low-Resource Sampling and Scaling by Frame-wise Motion Localization," Multimedia Tools and Applications (MTAP), 2017.
[23]"Object coding based video authentication for privacy protection in immersive communication," International Journal of Ambient Intelligence and Human Computing (AIHC), 2017.
[24]"Real-time Tracking-by-Learning with High-Order Regularization Fusion for Big Video Abstraction,"Signal Processing, 2016.(SCI二区，影响因子4.086)
[25]"Deformable Object Tracking with Spatiotemporal Segmentation in Big Vision Surveillance," Neurocomputing, 2016. (SCI二区，影响因子4.072)
[26]"Online Tracking based on Efficient Transductive Learning with Sample Matching Costs,"Neurocomputing, 2016.(SCI二 区，影响因子4.072)
[27]"A Novel Dementia Diagnosis Strategy on Arterial Spin Labeling Magnetic Resonance Images via Pixel-wise Partial Volume Correction and Ranking," Multimedia Tools and Applications (MTAP), 2016.
[28]"Guest Editorial: Immersive Audio/Visual Systems," Multimedia Tools and Applications (MTAP), 2016.
[29]"Bayesian Tracking Fusion Framework with Online Classifier Ensemble for Immersive Visual Applications," Multimedia Tools and Applications (MTAP), 2016.
[30]"Multiple Pedestrian Tracking based on Couple-states Markov Chain with Semantic Topic Learning for Video Surveillance," Softcomputing, 2015.
[31]"Empirical Mode Decomposition based Blind Audio Watermarking," Multimedia Tools and Applications (MTAP), 2015.
[32]"A Novel Marker-less Lung Tumor Localization Strategy on Low-rank Fluoroscopic Images with Similarity Learning," Multimedia Tools and Applications (MTAP), 2014.
[33]"Moving People Tracking with Detection by Latent Semantic Analysis for Visual Surveillance Applications," Multimedia Tools and Applications (MTAP), 2014.
[34]"A Novel Similarity Learning Method via Relative Comparison for Content-Based Medical Image Retrieval," Journal of Digital Imaging (JDI), 2013.
[35]"Privacy Enabled Video Surveillance using a Two State Markov Tracking Algorithm," Multimedia Systems Journal, 2011.
[36]"Auto-scaled ISL Tracking for Region based Rate Control Infrastructure and Applications in Video Surveillance," International Journal of Computer Systems Science & Engineering (JCCSSE),2011.
[37]"Moving People Segmentation from Zoomed Dynamic Scenes Containing a Door," New Generation Computing (NGC), 2010.

Selected Publications [Conferences]
[1] "Border Attention Guided Object Detection with Quality Focal Loss," IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2021.(Submitted)
[2] "Explainable Video Action Reasoning via Prior Knowledge and State Transitions," ACM International Conference on Multimedia (ACM MM), 2019.
[3] "Arterial Spin Labeling Images Synthesis via Locally-constrained WGAN-GP Ensemble," International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019.
[4]"Deep Audio-visual System for Closed-setWord-level Speech Recognition," ACM International Conferene on Multimodal Interaction (ICMI), 2019.
[5] "Deep Full-scaled Metric Learning for Pedestrians Re-identification," ASMMC with ACM International Conference on Multimedia (ACM MM), 2018.
[6] "Video Action Recognition based on Deeper Convolution Networks with Pair-Wise Frame Motion Concatenation," International Conference on Computer Vision and Pattern Recogntion Workshop (CVPRW), 2017.
[7] "A Novel Online Clustering-Based Object Localization Strategy using Learning and Human Interest Priors," ASMMC with IEEE Conference on Multimedia and Expo (ICME), 2016.
[8] "How Does Human Interest Modeling Help in Computer Vision: Tracking-by-Saliency in Unconstrained Social Videos," ASMMC with IEEE Conference on Multimedia and Expo (ICME), 2016. (The Most Interesting Paper Award)
[9] "Online Object Tracking based on CNN with Metropolis-Hasting Re-Sampling," ACM International Conference on Multimedia (ACM MM), 2015.
[10] "Superframe Segmentation based on Content-Motion Correspondence for Social Video Summarization," IEEE International Conference on Affective Computing and Intelligent Interaction (ACII), 2015.
[11] "Object Tracking using Reformative Transductive Learning with Sample Variational Correspondence," ACM International Conference on Multimedia (ACM MM), 2014.
[12] "An Ensemble of Deep Neural Networks for Object Tracking," IEEE International Conference on Image Processing (ICIP), 2014. (The Top 10% Best Paper Award)
[13] "Non-Rigid Target Tracking based on ‘Flow-Cut’ in Pair-Wise Frames with online Hough Forests," ACM International Conference on Multimedia (ACM MM), 2014.
[14] "A Novel Marker-less Tumor Tracking Strategy on Low-Rank Fluoroscopic Images for Image-Guided Lung Cancer Radiotherapy," IEEE International Conference on Image Processing (ICIP), 2013.
[15] "Pedestrian Tracking based on Hidden-Latent Temporal Markov Chain," International Conference on Multimedia Modeling (MMM), 2011.
[16] "Privacy Preserving Video Surveillance Using Pedestrian Tracking Mechanism," ACM International Conference on Multimedia (ACM MM), 2010.
[17] "An Authentication Mechanism Using Chinese Remainder Theorem for Efficient Surveillance Video Transmission," IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2010.
[18] "Spatiotemporal Latent Semantic Cues for Moving People Tracking," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009.
[19] "Auto-scaled Incremental Tensor Subspace Learning for Region based Rate Control Application," Asian Conference on Computer Vision (ACCV), 2009.
[20] "Spatial and Temporal Sampling Control for Visual Surveillance Application," IEEE Conference on System, Man and Cybernetics (SMC), 2008.



社会兼职 Social Appointments
1. 国家自然科学基金通讯评议专家
2. 国家教育部学位论文评审专家
3.九三学社陕西省青年工委委员
4. 九三社省委“双创”项目会评专家




团队信息 Team Information
所在陕西省语音、图像与信息处理重点实验室于2012年定名为西北工业大学媒体计算与智能感知创新团队并在同年获得“陕西省重点科技创新团队”计划支持。实验室主任，团队带头人张艳宁教授荣获多个国家级人才称号。实验室研究团队的“移动平台环境感知及空天应用国际联合研究中心”获得2015年国家国际科技合作基地，“无人航行实时智能感知与计算技术创新引智基地”获得2016年国家111创新引智基地以及“空天地海一体化大数据应用技术国家工程实验室”获得2017年大数据和互联网+领域国家工程实验室。实验室专家顾问委员会由包括两院院士和IEEE Fellow在内的多名国内外专家组成。实验室拥有一支学术造诣深、学风严谨且年龄结构合理的研究创新团队。
科技奖励方面，所在实验室曾获得多项国家级和省部级奖励。包括国家科技进步三等奖、国防科学技术奖二/三等奖、省部级科学技术一/二/三等奖。实验室与西工大无人机研究所长期保持紧密科研合作，并在智能信息处理，无人机视觉导航以及空间监视方面处于国内领先地位。先后承担了上百项国家级、省部级、国际合作和横向合作项目，经费累计超过1亿元，其中包括国防973、总装预研、国家（国防）高科技863、国家自然基金重点、国际合作项目等。
在学术活动方面，所在实验室作为会议承办者，成功组织了第九届亚洲机器视觉国际会议（ACCV2009）、第五届国际图像图形学术会议（ICIG2009）、2011智能科学与智能数据工程中外交流研讨会（ISCIDE）、2011亚太信号与信息处理协会（APSIPA ASC）峰会和谐人机环境联合学术会议（HHME）、2014年第二届国际橙色计算大会（ICOT）、2015第六届情感计算与智能交互国际学术会议（ACII）、2016多学科交叉计算国际学术研讨会（IWMCC）以及2016生物医学与多媒体计算青年****论坛等多个国内外重要会议，在搭建国际学术交流平台的同时，也进一步扩大了实验室的学术影响力和国际知名度。
在国内外交流方面，所在实验室成为LIAMA（科技部“国家级国际联合研究中心”， 是中国与欧盟开展国际合作的重要桥梁之一）联盟的核心成员，并与清华大学、香港城市大学成立了西工大-清华-香港城大“媒体计算研究三角”，在媒体计算方面开展国际合作与学术交流。除此之外，还和美国伊利诺大学香槟分校(UIUC)，新加坡南洋理工大学（NTU）、新加坡国立大学（NUS）、澳大利亚悉尼大学（USYD），新加坡资讯通讯研究院（I2R）、香港中文大学（CUHK）、日本北陆先端科技大学（JAIST）以及芬兰奥卢大学（CMV）相关学科组建立了长期双边合作关系。在信号处理、模式识别、多媒体技术和人机交互方面，同这些国际知名研究机构有着良好的合作关系。



综合介绍 General Introduction
张蓬博士，男，现任西北工业大学计算机学院教授，1978年7月出生，祖籍山东蓬莱。1997年从陕西省物理奥林匹克班（西安交大附中）进入西安交通大学通讯与控制工程系学习，2001获得工学学士学位，后于2001-2006年分别就职于日电株式会社 (NEC) 和葡萄城信息技术有限公司(GrapeCity)担任任射频工程师和软件工程师。2006年通过托福和GRE考试取得优异成绩，进入新加坡南洋理工大学攻读博士学位并获全额奖学金。博士期间的主要的研究方向是视频监控中的行人检测和跟踪，后于2011年通过博士学位答辩获得工学博士学位。2012年，张蓬博士通过海外人才引进西北工业大学计算机学院从事教学科研工作，并破格副教授，后于2017年晋升教授。在学术研究方面，张蓬博士累计发表SCI/EI索引论文近50余篇，其中包括SCI索引国际期刊论文20余篇，EI索引国际会议论文30余篇，其中包括CCF认定的A类会议5篇(ACM MM10/13/14/15 & CVPR2017)，同时还有两篇会议论文分别获得2016 Affective Social Multimedia Computing injunction with IEEE International Conference on Multimedia Expo (ICME) "The Most Interesting Paper Award"和2014 IEEE International Conference on Image Processing (ICIP) " Top 10% Paper Award "国际会议论文奖。科研项目方面，主持和参与国家级和省部级科研项目多项，其中主持国家自然科学基金面上项目（**, **）两项，自然科学基金青年基金（**）一项，参与自然基金重点项目和国家863计划各一项。在学术活动方面，担任国际知名期刊 Springer Multimedia Tools and Applications特约编辑，并同时担任IEEE T-IP, IEEE T-CSVT, IEEE T-MM，IEEE T-IFS等多个知名国际期刊审稿专家和ACM MM 2015/2016, ICIP 2011-2016，ICME2010-2016，AVSS2011-2016，ACM MoMM 2013-2016等国际知名会议技术专家组成员，并曾经担任2014 IEEE International Conference on Orange Technology出版主席。除具备较强相关领域研究背景外除具备较强相关领域研究背景外，张蓬博士自2011年起兼任芬兰Mekitec OY的首席科学家和高级研发顾问至今，拥有丰富的大型跨国公司的工作经历和多年的项目研发及实施经验。



学术活动 Professional Activities



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