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卢孝强:中国科学院西安光学精密机械研究所研究员、博士生导师

1 会员

    IEEE Senior/ACM/CCF会员
    CCF YOCSEF委员
    CCF计算机视觉专业组委员
    VALSE在线组委会委员
    陕西省图象图形学学会理事
    Neurocomputing (Elsevier, SCI)副主编
    Cognitive Computation(Springer, SCI)副主编
    Int J. of Image & Graphics (World Scientific, SCI)副主编
    863和国家自然基金评审专家

2 奖项与荣誉

    ACM国际会议最佳论文与最佳论文提名奖
    中科院“西部之光”重点人才计划

3 研究领域

    多媒体计算
    图像处理
    模式识别

4 主要成果

    近五年发表50余篇学术论文(其中包括CVRP论文、十多篇一作的IEEE Trans论文和若干PR, CVIU的论文)
    担任973课题组长并主持和参加多项国家级项目(基金青年、面上、重点项目)
    主持参加多项横向项目的研究和产品的开发
    担任国际会议程序委员会委员90多次和20多个国际知名期刊审稿人(含6个IEEE Trans汇刊)

5 代表性论文

    [1] Xiaoqiang Lu, Haoliang Yuan, Pingkun Yan, Yuan Yuan, and Xuelong Li, “Geometry constrained sparse coding for single image super-resolution,” IEEE International Conference on Compuer Vision and Pattern Recognition (CVPR), pp. 1648-1655, 2012.
    [2] Xiaoqiang Lu, Tieliang Gong, Pingkun Yan, Yuan Yuan, and Xuelong Li, “Robust Alternative Minimization for Matrix Completion,” IEEE Transactions on Systems, Man, and Cybernetics, Part B (IEEE), vol. 42, no. 3, pp. 939-949, 2012.
    [3] Xiaoqiang Lu, Yulong Wang, and Yuan Yuan, “Sparse Coding From a Bayesian Perspective,” IEEE Transactions on Neural Networks and Learning System (IEEE), vol. 24, no. 6, pp. 929-939, 2013.
    [4] Xiaoqiang Lu, Yulong Wang, and Yuan Yuan, “Graph-Regularized Low-Rank Representation for Destriping of Hyperspectral Images,” IEEE Transactions on Geoscience and Remote Sensing(IEEE), vol. 51, pp. 4009-4018, 2013.
    [5] Xiaoqiang Lu, Hao Wu, Yuan Yuan, Pingkun Yan, and Xuelong Li, “Manifold Regularized Sparse NMF for Hyperspectral Unmixing,” IEEE Transactions on Geoscience and Remote Sensing(IEEE), vol. 51, pp. 2815-2826, 2013.

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