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个人简介

近年来共发表论文93篇,其中SCI论文62篇,Google总引用2000多次。以第一作者或通讯作者发表在IEEE Transactions系列论文31篇,3篇论文入选2017年ESI热点论文,5篇论文入选2017年ESI高被引论文;在CCF推荐的A类国际顶级会议CVPR、ICCV、ACM MM、IJCAI等上发表论文10多篇。获IEEE 国际会议最佳论文一篇、ACM国际会议最佳论文及最佳论文提名奖各一篇。 科研项目 ( 1 ) 高分辨率遥感影像的语义信息提取, 主持, 国家级, 2012-01--2016-12 招生方向 图像与视频信息处理 信息处理与模式识别 智能光学

研究领域

遥感信息处理 , 光学遥感数据处理 , 光学遥感目标识别

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)

1.Video Synopsis in Complex Situations Xuelong Li, Zhigang Wang, Xiaoqiang Lu. IEEE Transactions on Image Processing: 2018 2.Multi-Modal Gated Recurrent Units for Image Description X. Lu, A. Yuan, and X. Li. MTAP: 2018 3.A Hybrid Sparsity and Distance-based Discrimination Detector for Hyperspectral Images Xiaoqiang Lu, Wuxia Zhang, and Xuelong Li. IEEE Transactions on Geoscience and Remote Sensing: 2018 4.A Coarse-to-Fine Semi-supervised Change Detection for Multispectral Images Xiaoqiang Lu, Wuxia Zhang, and Xuelong Li. IEEE Transactions on Geoscience and Remote Sensing: 2018 5.Exploring Models and Data for Remote Sensing Image Caption Generation Xiaoqiang Lu, Bingqaing Wang, Xuelong Li, and Xiangtao Zheng. IEEE Transactions on Geoscience and Remote Sensing: 2017 ,55/9 6.Hierarchical Recurrent Neural Hashing for Image Retrieval with Hierarchical Convolutional Features Xiaoqiang Lu, Yaxiong Chen,and Xuelong Li. IEEE Transactions on Image Processing: 2018 ,27/1 7.Feedback Mechanism based Iterative Metric Learning for Person Re-identification Y. Ren, X. Li, and X. Lu. Pattern Recognition: 2017 ,75 8.Penalized Linear Discriminant Analysis of Hyperspectral Imagery for Noise Removal M. Lu, L. Hu, T. Yue, Z. Chen, Bin Chen, X. Lu, and B. Xu. IEEE Geosci. Remote Sensing Lett.: 2017 ,14/3 9.On Combining Social Media and Spatial Technology for POI Cognition and Image Localization X. Qian, X. Lu*, J. Han, X. Lu*, B. Du, and X. Li. Proceedings of the IEEE: 2017 10.Structured Dictionary Learning for Abnormal Event Detection in Crowded Scenes Yachuang Feng, Yuan Yuan, and X. Lu. Pattern Recognition: 2017 ,73 11.Key frame extraction in the summary space X. Li, B. Zhao, X. Lu. IEEE Transactions on Cybernetics: 2017 12.A General Framework for Edited Video and Raw Video Summarization X. Li, B. Zhao, X. Lu. IEEE Transactions on Image Processing: 2017 ,26/8 13.Dimensionality Reduction by Spatial-Spectral Preservation in Selected Bands X. Zheng, Y. Yuan, and X. Lu. IEEE Transactions on Geoscience and Remote Sensing: 2017 ,55/9 14.Remote Sensing Scene Classification by Unsupervised Representation Learning X. Lu*, X. Zheng, Y. Yuan. IEEE Transactions on Geoscience and Remote Sensing: 2017 ,55/9 15.Remote Sensing Image Scene Classification: Benchmarkand State of the Art G. Cheng, J. Han, and X. Lu. Proceedings of the IEEE: 2017 ,105/10 16.AID:A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification G. Xia, J. Hu, F. Hu, B. Shi, X. Bai, Y. Zhong, L. Zhang, and X. Lu. IEEE Transactions on Geoscience and Remote Sensing: 2017 ,55/7 17.Hyperspectral Image Super Resolution by Transfer Learning Y. Yuan, X. Zheng, and X. Lu. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing: 2017 18.Nonnegative Low-Rank Representation for Hyperspectral Band Selection Y. Yuan, Y. Feng, and X. Lu. International Journal of Remote Sensing: 2016 19.Statistical Hypothesis Detector for Anomaly Detection in Crowded Scenes Y. Feng, Y. Yuan, and X. Lu. IEEE Transactions on cybernetics: 2016 ,47/11 20.Joint Dictionary Learning for Multispectral Change Detection X. Lu*, Y. Yuan, and X. Zheng. IEEE Transactions on Cybernetics: 2017 21.Semantic Video Parsing by Combining Frame Relevance and Label Propagation from Images X. Li, L. Mou, and X. Lu. Multimedia Tools and Applications Journal: 2016 22.Projection-based NMF for Hyperspectral Unmixing Y. Yuan, Y. Feng, and X. Lu. EEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing: 2015 23.Person Reidentification Based on Elastic Projections X. Li, Lina. Liu and X. Lu. IEEE Transactions on Neural Networks and Learning Systems: 2016 24.Video parsing via spatiotemporally analysis with images X. L, L. Mou, X. Lu. Multimedia Tools and Applications: 2016 25.A discriminative representation for human action recognition Y. Yuan, X. Zheng, and X. Lu. Pattern Recognition: 2016 26.Surveillance video synopsis via scaling down objects X. L, Z. Wang, and X. Lu. IEEE Transactions on Image Processing: 2016 17.Spatiotemporal statistics for video quality assessment X. Li, Q. Guo, and X. Lu. IEEE Transactions on Image Processing: 2016 ,25/7 28.Semi-supervised change detection method for multi-temporal hyperspectral images Y. Yuan, H. Lv, and X. Lu. Neurocomputing: 2015 29.Image quality assessment: a sparse learning way Y. Yuan, Q. Guo, and X. Lu. Neurocomputing: 2015 ,159 30.MR Image Super-resolution via Manifold Regularized Sparse Learning X. Lu*, Z. Huang, and Y. Yuan. Neurocomputing: 2015 31.Multi-spectral Pedestrian Detection Y. Yuan, X. Lu*, and X. Chen. Signal Processing: 2015 32.Low-rank Representation for 3D Hyperspectral Images Analysis from Map Perspective Y. Yuan, M. Fu, and X. Lu. Signal Processing: 2015 33.Scene Parsing From an MAP Perspective X. Li, L. Mou, and X. Lu. IEEE Transactions on Cybernetics: 2015 34.Semi-Supervised Multitask Learning for Scene Recognition X. Lu*, X. Li, and L. Mou. IEEE Transactions on Cybernetics: 2015 35.Substance Dependence Constrained Sparse NMF for Hyperspectral Unmixing Y. Yuan, M. Fu, and X. Lu. IEEE Transactions on Geoscience and Remote Sensing: 2015 ,53/6 36.Spectral-spatial Kernel Regularized for Hyperspectral Image Denoising Y. Yuan, X. Zheng, and X. Lu. IEEE Transactions on Geoscience and Remote Sensing: 2015 ,53/7 37.Scene Recognition by Manifold Regularized Deep Learning Architecture Y. Yuan, L. Mou, and X. Lu. IEEE Transactions on Neural Networks and Learning Systems: 2015 ,26/10 38.Hybrid Structure for Robust Dimensionality Reduction X. Lu*, and Y. Yuan. Neurocomputing: 2014 ,124 39.Group Sparse Reconstruction for Image Segmentation X. Lu* and X. Li. Neurocomputing: 2014 ,136 40.Refraction Angle Extracting Strategy for Fan-Beam Differential Phase Contrast CT R. Ye, Y. Tang, and X. Lu. Neurocomputing: 2014 ,141 41.Multiresolution Imaging X. Lu and X. Li. IEEE Transactions on Cybernetics: 2014 ,44/1 42.Alternatively Constrained Dictionary Learning for Image Superresolution X. Lu, Y. Yuan, and P. Yan. IEEE Transactions on Cybernetics: 2014 ,44/3 43.Double constrained NMF for hyperspectral unmixing X. Lu, H. Wu, and Y. Yuan. IEEE Transactions on Geoscience and Remote Sensing: 2014 ,52/5 44.Local tomography based on grey model R. Yen, X. Lu*, and H. Liu. Neurocomputing: 2013 ,101 45.Sparse coding for image denoising using spike and slab prior X. Lu, Y. Yuan, and P. Yan. Neurocomputing: 2013 46.Robust visual tracking with discriminative sparse learning X. Lu, Y. Yuan, and P. Yan. Pattern Recognition: 2013 ,46/7 47.Image super-resolution via double sparsity regularized manifold learning X. Lu, Y. Yuan, and P. Yan. IEEE Transactions on Circuits And Systems for Video Technology: 2013 ,23/12 48.Manifold Regularized Sparse NMF for Hyperspectral Unmixing X. Lu, H. Wu, Y. Yuan, P. Yan, and X. Li. IEEE Transactions on Geoscience and Remote Sensing: 2013 49.Graph-regularized Low-rank Representation for Destriping of Hyperspectral Images X. Lu, Y. Wang, and Y. Yuan. IEEE Transactions on Geoscience and Remote Sensing: 2013 ,51/7 S50.parse Coding from a Bayesian Perspective X. Lu, Y. Wang, and Y. Yuan. IEEE Transactions on Neural Networks and Learning Systems: 2013 ,24/6 51.Auxiliary Loss Multimodal GRU Model in Audio-Visual Speech Recognition Y. Yuan, C. Tian, X. Lu. IEEE Access: 2018 52.Adaptive Wavelet-Galerkin Methods for Limited Angle Tomography X. Lu, Y. Sun, and G. Bai. Image and Vision Computing: 2010 ,28/4 53.Image Reconstruction by an Alternating Minimization X. Lu, Y. Sun, and Y. Yuan. Neurocomputing: 2011 ,74/5 54.Optimization for Limited Angle Tomography in Medical Image Processing X. Lu, Y. Sun, and Yuan Yuan. Pattern Recognition: 2011 ,44/10 55.Robust Alternative Minimization for Matrix Completion X. Lu, T. Gong, P. Yan, Y. Yuan, and X. Li. IEEE Transactions on Systems, Man, and Cybernetics, Part B: 2012 56.HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization B. Zhao, X. Li and X. Lu. IEEE Conference on Computer Vision and Pattern Recognition: 2017 57.JM-Net and Cluster-SVM for Aerial Scene Classification X. Lu, Jie Fang, and Y. Yuan. IJCAI: 2017 58.A Multi-Task Framework for Weather Recognition X. Li, Z. Wang, and X. Lu. ACM Multimedia: 2017 59.Hierarchical RNN for Video Summarization B. Zhao, X. Li, and X. Lu. ACM Multimedia: 2017 60.MAM-RNN: Multi-level Attention Model Based RNN for Video Captioning X. Li, B. Zhao, and X. Lu. IJCAI: 2017 61.FFGS: Feature fusion with gating structure for image caption generation A. Yuan, X. Li, and X. Lu. CCF Chinese Conference on Computer Vision: 2017 62.Deep temporal architecture for audiovisual speech recognition C. Tian, Y. Yuan, and X. Lu. CCF Chinese Conference on Computer Vision: 2017 63.Bidirectional adaptive feature fusion for remote sensing scene classification W. Ji, X. Li, and X. Lu. CCF Chinese Conference on Computer Vision: 2017 64.Robust Object Tracking Via Diverse Templates S. Wu, X. Li, and X. Lu. International Conference on Computer, Information and Telecommunication Systems: 2016 65.Deep Semantic Understanding of High Resolution Remote Sensing 66.Image B. Qu, X. Li, D. Tao, and X. Lu. International Conference on Computer, Information and Telecommunication Systems: 2016 Image De-fencing with Hyperspectral Camera Q. Zhang, Y. Yuan, and X. Lu. International Conference on Computer, Information and Telecommunication Systems: 2016 67.Deep Object Tracking with Multi-modal Data X. Zhang, Y. Yuan, and X. Lu. International Conference on Computer, Information and Telecommunication Systems: 2016 68.Temporal Multimodal Learning in Audiovisual Speech Recognition D. Hu, X. Li and X. Lu. IEEE Conference on Computer Vision and Pattern Recognition: 2016 69.Image2song: Song Retrieval via Bridging Image Content and Lyric Words X. Li, D. Hu, and X. Lu. International Conference on Computer Vision: 2017 70.Multimodal Learning via Exploring Deep Semantic Similarity D. Hu, X. Li, and X. Lu. ACM Multimedia: 2016 71.Deep Representation for Abnormal Event Detection in Crowded Scenes Y. Feng, Y. Yuan, and X. Lu,. ACM Multimedia: 2016 72.Representative and Diverse Video Summarization X. Chen, X. Li, and X. Lu. China Summit & International Conference on Signal and Information Processing: 2015 73.Unsupervised Feature Learning for Scene Classification of High Resolution Remote Sensing Image M. Fu, Y. Yuan and X. Lu. IEEE China Summit & International Conference on Signal and Information Processing: 2015 74.Video Quality Assessment via Supervised Topic Model Q. Guo, X. Lu, and Y. Yuan. IEEE China Summit & International Conference on Signal and Information Processing: 2014 75.Person Re-identification by Bidirectional Projection L. Liu, X. Lu, Y. Y, and X. Li. ACM International Conference on Internet Multimedia Computing and Service: 2014 76.Learning Hash Functions Using Sparse Reconstruction Y. Yuan, X. Lu, and X. Li. ACM International Conference on Internet Multimedia Computing and Service: 2014 77.3D Prostate MR Image Segmentation: A Multi-task Approach Y. Liu, Y. Yuan, and X. Lu. IEEE China Summit & International Conference on Signal and Information Processing: 2013 78.Object or Background: Whose Call is It in Complicated Scene Classification? L. Mou, X. Lu, and Y. Yuan. IEEE China Summit & International Conference on Signal and Information Processing: 2013 79.Mixture Gradient Detector for Subpixel Detection Z. Huang, Y. Yuan, and X. Lu. IEEE China Summit & International Conference on Signal and Information Processing: 2013 80.Data-dependent Semi-supervised Hyperspectral Image Classification H. Lv, X. Lu, and Y. Yuan. China Summit & International Conference on Signal and Information Processing: 2013 81.Image Jigsaw Puzzles with A Self-Correcting Solver X. Zheng, X. Lu, and Y. Yuan. International Conference on Virtual Reality and Visualization: 2013 82.Slow Feature Analysis for Multi-Camera Activity Understanding L. Zhang, X. Lu, and Y. Yuan. International Conference on Virtual Reality and Visualization: 2013 83.Utilizing Homotopy for Single Image Superresolution X. Lu, H. Yuan, P. Yan, Y. Yuan, and X. Li. Asian Conference on Pattern Recognition: 2011 84.Image Denoising via Improved Sparse Coding X. Lu, H. Yuan, P. Yan, Y. Yuan, and X. Li. British Machine Vision Conference: 2011 85.A Novel Alternative Algorithm for Limited Angle Tomography X. Lu, Y. Yuan, P. Yan, and X. Li. IEEE International Conference on Image Processing: 2011 86.Local Learning-Based Image Super-Resolution X. Lu, H. Yuan, Y. Yuan, P. Yan, L. Li, and X. Li. IEEE International Workshop on Multimedia Signal Processing: 2011 87.Geometry Constrained Sparse Coding for Single Image Super-resolution X. Lu, H. Yuan, P. Yan, Y. Yuan, and X. Li. IEEE International Conference on Computer Vision and Pattern Recognition: 2012 88.Learning Deep Event Models for Crowd Anomaly Detection Y. Feng, Y. Yuan, and X. Lu. Neurocomputing: 2017 ,219 ,548-556 89.Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection Y. Yuan, X. Zheng, and X. Lu. IEEE Transactions on Image Processing: 2017 ,26/1 90.Latent Semantic Minimal Hashing for Image Retrieval X. Lu*, X, Zheng, and X Li. IEEE Transactions on Image Processing: 2017 ,26/1 91.A Target Detection Method for Hyperspectral Image Based on Mixture Noise Model X. Zheng, Y. Yuan, and X. Lu. Neurocomputing: 2016 92.Local Structure Learning in High Resolution Remote Sensing Image Retrieval Z. Du, X. Li, and X. Lu. Neurocomputing: 2016 ,207 93.Action Recognition by Joint Learning Y. Yuan, L. Qi, and X. Lu. Image and Vision Computing: 2016 ,55

学术兼职

先后担任国际著名期刊的首席客座主编和编委:遥感领域TOP期刊IEEE Transactions on Geoscience and Remote Sensing、IEEE Geoscience and Remote Sensing Letters、Neurocomputing 、Cognitive Computation 和International Journal of Image and Graphics ;担 任的Lead Guest Editor:ISPRS Journal of Photogrammetry and Remote Sensing ;担任IEEE TIP、IEEE TCSVT、IEEE TNNLS、IEEE TCYB、IEEE TGRS等30多个国际知名期刊审稿人;担任CVPR、IJCAI、IGASS、ACM MM国际会议程序委员会委员100多次。

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