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个人经历 Personal experience 工作经历 教育经历 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） 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

教育教学 Education and teaching 教育教学 招生信息 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

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 Award2014 IEEE International Conference on Image Processing (ICIP), The Top 10% Paper Award2016 IEEE ASMMC with IEEE International Conference on Multimedia Expo (ICME), The Most Interesting Paper Award2018 江西省自然科学奖二等奖（排名第二）

科学研究

科学研究 Scientific Research 1. 项目主持国家自然基金面上项目(61971352)“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(61571362) “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(61301194) “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(20126102120055) “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(3102019ZY1004) “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(3102014JSJ0014) “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”，2012.1-2013.122. 国际期刊特约编辑Multimedia Tools and Applications, Springer3. 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

学术成果 Academic Achievements Selected Publications [Journals][1] "Look&Listen Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement," IEEE Transactions on Multimedia(T-MM), 2022. (SCI 一区，影响因子8.182)[2] "Identity-Aware Facial Expression Recognition Via Deep Metric Learning Based on Synthesized Images," IEEE Transactions on Multimedia(T-MM), 2022. (SCI 一区，影响因子8.182)[3] "Object Detection based on Cortex Hierarchical Activation in Border Sensitive Mechanism and Classification-GIoU," Pattern Recognition (PR), 2022. (SCI 一区，影响因子8.518)[4] "A Novel Locally-Constrained GAN-based Ensemble to Synthesize Arterial Spin Labeling Images," Information Science (INF), 2022.( SCI 一区，影响因子8.233)[5] "One-Shot Video Graph Generation for Explainable Action Reasoning," Neurocomputing, 2022. (SCI二区，影响因子5.779)[6] "A Novel Multi-loss-based Deep Adversarial Network for Handling Challenging cases in Semi-Supervised Image Semantic Segmentation," Pattern Recognition Letters (PRL),2021. (SCI三区，影响因子4.757)[7] "Tracking based on scale-estimated deep networks with hierarchical correlation," Elsevier, Displays, 2021. (SCI三区，影响因子3.074)[8] "Full-scaled Deep Metric Learning for Pedestrian Re-identification," Multimedia Tools and Applications (MTAP), 2021.[9] "A New VAE-GAN Model to Synthesize Arterial Spin Labeling Images from Structural MRI”, Elsevier, Displays, 2021. (SCI三区，影响因子3.074).[10] "Multiple Object Tracking based on Multi-task Learning with Strip Attention," IET Image Processing, 2021.[11] "Accelerated Frequent Closed Sequential Pattern Mining for Uncertain Data, " Elsevier, Expert Systems with Applications(ESWA), 2021. (SCI 一区，影响因子8.665)[12] "The Influence of Experienced Guider on Cooperative Behavior in the Prisoner’s Dilemma Game," Applied Mathematics and Computation (AMC), 2021. (SCI 一区，影响因子4.397)[13] "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8.182) [14] "Learning Spatial-Channel Regularization Jointly with Correlation Filter for Visual Tracking," Neurocomputing, 2020. (SCI二区，影响因子5.779)[15] "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4.397)[16] "Deep Position-Sensitive Tracking," IEEE Transactions on Multimedia (T-MM), 2019. (SCI 一区，影响因子5.45)[17] "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)[18] "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)[19] "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)[20] "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)[21] "Robust Visual Tracking based on Adversarial Unlabeled Instance Generation with Label Smoothing Loss Regularization," Pattern Recognition (PR), 2019. (SCI 一区，影响因子8.182)[22] "Distractor-aware Visual Tracking by Online Siamese Network," IEEE ACCESS, 2019. (SCI 二区，影响因子4.10)[23] "Video-Based Abnormal Driving Behavior Detection via Deep Learning Fusions," IEEE ACCESS, 2019. (SCI 二区，影响因子4.10)[24] "A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification Method," Remote Sensing, 2019. (SCI 二区，影响因子4.74)[25] "ACFT: Adversarial Correlation Filter For Robust Tracking," IET Image Processing, 2019.[26]"Robust Hyperspectral Image Domain Adaptation with Noisy Labels," IEEE Geoscience and Remote Sensing Letters (GRSL), 2019. [27]"Single-Target Localization in Video Sequences using Offline Deep-Ranked Metric Learning and Online Learned Models Updating," Multimedia Tools and Applications (MTAP), 2018. [28]"Pixel-wise Partial Volume Effects Correction on Arterial Spin Labeling Magnetic Resonance Images," Multimedia Tools and Applications (MTAP), 2018. [29]"Saliency Flow based Video Segmentation via Motion Guided Contour Refinement," Signal Processing, 2018.(SCI二区，影响因子4.086) [30]"Going Deeper with Two-Stream ConvNets for Action Recognition in Video Surveillance," Pattern Recognition Letters (PRL), 2018. [31]"Online Object Tracking Based on BLSTM-RNN with Contextual-Sequential Labeling," International Journal of Ambient Intelligence and Human Computing (AIHC), 2017. [32]"Online Object Tracking based on CNN with Spatial-Temporal Saliency Guided Sampling," Neurocomputing, 2017.(SCI二区，影响因子4.072) [33]"Robust Tracking based on H-CNN with Low-Resource Sampling and Scaling by Frame-wise Motion Localization," Multimedia Tools and Applications (MTAP), 2017. [34]"Object coding based video authentication for privacy protection in immersive communication," International Journal of Ambient Intelligence and Human Computing (AIHC), 2017. [35]"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) [36]"Deformable Object Tracking with Spatiotemporal Segmentation in Big Vision Surveillance," Neurocomputing, 2016. (SCI二区，影响因子4.072) [37]"Online Tracking based on Efficient Transductive Learning with Sample Matching Costs,"Neurocomputing, 2016.(SCI二 区，影响因子4.072) [38]"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. [39]"Guest Editorial: Immersive Audio/Visual Systems," Multimedia Tools and Applications (MTAP), 2016. [40]"Bayesian Tracking Fusion Framework with Online Classifier Ensemble for Immersive Visual Applications," Multimedia Tools and Applications (MTAP), 2016. [41]"Multiple Pedestrian Tracking based on Couple-states Markov Chain with Semantic Topic Learning for Video Surveillance," Softcomputing, 2015. [42]"Empirical Mode Decomposition based Blind Audio Watermarking," Multimedia Tools and Applications (MTAP), 2015. [43]"A Novel Marker-less Lung Tumor Localization Strategy on Low-rank Fluoroscopic Images with Similarity Learning," Multimedia Tools and Applications (MTAP), 2014. [44]"Moving People Tracking with Detection by Latent Semantic Analysis for Visual Surveillance Applications," Multimedia Tools and Applications (MTAP), 2014. [45]"A Novel Similarity Learning Method via Relative Comparison for Content-Based Medical Image Retrieval," Journal of Digital Imaging (JDI), 2013. [46]"Privacy Enabled Video Surveillance using a Two State Markov Tracking Algorithm," Multimedia Systems Journal, 2011. [47]"Auto-scaled ISL Tracking for Region based Rate Control Infrastructure and Applications in Video Surveillance," International Journal of Computer Systems Science & Engineering (JCCSSE),2011. [48]"Moving People Segmentation from Zoomed Dynamic Scenes Containing a Door," New Generation Computing (NGC), 2010.Selected Publications [Conferences][1] "Unsupervised Cross-Modal Distillation for Thermal Infrared Tracking," ACM International Conference on Multimedia (ACM MM), 2021.[2] "A Novel Face-based Approach for the Early Diagnosis of Parkinson`s Disease," 2021 International Conference on Information Technology and Biomedical Engineering (ICITBE). (Best Paper Award)[3] "A New Deep Learning Method for Multi- label Facial Expression Recognition based on Local Constraint Features," 2021 International Conference on Computer Engineering and Artificial Intelligence (ICCEAI).[4] " A Novel Framework to Synthesize Arterial Spin Labeling Images using Difference Images," 2021 International Conference on Computer Engineering and Artificial Intelligence (ICCEAI). (Best Paper Award)[5] "Explainable Video Action Reasoning via Prior Knowledge and State Transitions," ACM International Conference on Multimedia (ACM MM), 2019.[6] "Arterial Spin Labeling Images Synthesis via Locally-constrained WGAN-GP Ensemble," International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019. [7] "Deep Audio-visual System for Closed-setWord-level Speech Recognition," ACM International Conferene on Multimodal Interaction (ICMI), 2019.[8] "Deep Full-scaled Metric Learning for Pedestrians Re-identification," ASMMC with ACM International Conference on Multimedia (ACM MM), 2018.[9] "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.[10] "A Novel Online Clustering-Based Object Localization Strategy using Learning and Human Interest Priors," ASMMC with IEEE Conference on Multimedia and Expo (ICME), 2016.[11] "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)[12] "Online Object Tracking based on CNN with Metropolis-Hasting Re-Sampling," ACM International Conference on Multimedia (ACM MM), 2015.[13] "Superframe Segmentation based on Content-Motion Correspondence for Social Video Summarization," IEEE International Conference on Affective Computing and Intelligent Interaction (ACII), 2015.[14] "Object Tracking using Reformative Transductive Learning with Sample Variational Correspondence," ACM International Conference on Multimedia (ACM MM), 2014.[15] "An Ensemble of Deep Neural Networks for Object Tracking," IEEE International Conference on Image Processing (ICIP), 2014. (The Top 10% Best Paper Award)[16] "Non-Rigid Target Tracking based on ‘Flow-Cut’ in Pair-Wise Frames with online Hough Forests," ACM International Conference on Multimedia (ACM MM), 2014.[17] "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.[18] "Pedestrian Tracking based on Hidden-Latent Temporal Markov Chain," International Conference on Multimedia Modeling (MMM), 2011.[19] "Privacy Preserving Video Surveillance Using Pedestrian Tracking Mechanism," ACM International Conference on Multimedia (ACM MM), 2010.[20] "An Authentication Mechanism Using Chinese Remainder Theorem for Efficient Surveillance Video Transmission," IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2010.[21] "Spatiotemporal Latent Semantic Cues for Moving People Tracking," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009.[22] "Auto-scaled Incremental Tensor Subspace Learning for Region based Rate Control Application," Asian Conference on Computer Vision (ACCV), 2009.[23] "Spatial and Temporal Sampling Control for Visual Surveillance Application," IEEE Conference on System, Man and Cybernetics (SMC), 2008.

综合介绍

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