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    李培华

    • 教授   博士生导师   硕士生导师
    • 性别:男
    • 毕业院校:哈尔滨工业大学
    • 学位:博士
    • 在职信息:在职
    • 所在单位:信息与通信工程学院
    • 联系方式:http://peihuali.org
    • 电子邮箱:

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    研究领域


    完整论文列表及论文下载,请参加网址 http://peihuali.org/Publications_ch.html
     
    最近发表的部分期刊论文(*通讯作者)

    1.  Li Peihua*, Wang Qilong, Zeng Hui, Zhang Lei. Local Log-Euclidean multivariate Gaussian descriptor and its application to image classification. IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 39(4):803-817, 2017. (CCF A类, SCI IF: 8.329)

    2.  Li Peihua*, Zeng Hui, Wang Qilong, Simon C. K. Shiu, Zhang Lei. High-order local pooling and encoding Gaussians over a dictionary of Gaussians. IEEE Trans. on Image Processing (TIP), 26(7):3372-3384, 2017. (CCF A类, SCI IF: 4.828)

    3.  Wang Qilong, Lu Xiaoxiao, Li Peihua*, Gao Zhenguo, Piao Yongri. An information geometry based distance between high-dimensional covariances for scalable classification. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), online at https://doi.org/10.1109/TCSVT.2017.2712704, 2018. (CCF B类, SCI IF: 3.599)

    4.  Hao Hua, Wang Qilong, Li Peihua*, Zhang Lei. Evaluation of ground distances and featuresin EMD-based GMM matching for texture classification. Pattern Recognition (PR), 59(9):152-163, 2016. (CCF B类, SCI IF: 4.582)

    5.  Wang Qilong, Li Peihua*, Zhang Lei, Zuo Wangmeng. Towards effective codebookless model for image classification. Pattern Recognition (PR), 59:63-71, 2016. (CCF B类, SCI IF: 4.582)


    最近发表的部分国际会议论文(*通讯作者) 

    1. Li Peihua*, Xie Jiangtao, Wang Qilong and Gao Zilin. Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), pp.947-955, 2018. (CCF A类)

    2.  Li Peihua*, Xie Jiangtao, Wang Qilong, Zuo Wangmeng. Is second-order information helpful for large-scale visual recognition? In IEEE Int. Conf. on Computer Vision (ICCV), pp. 2070-2078, 2017. (CCF A类)

    3. Wang Qilong, Li Peihua*, Zhang Lei. G2DeNet: global Gaussian distribution embedding network and its application to visual recognition. In IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 2730-2739, 2017. (CCF A 类, 口头报告, 录用率:71/2680=2.65%)

    4. Wang Qilong, Li Peihua*, Zuo Wangmeng, Zhang Lei. RAID-G: robust estimation of approximate infinite dimensional Gaussian with application to materiel recognition. In IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 4433-4441, 2016. (CCF A 类)

    5. Li Peihua*, Lu Xiaoxiao, Wang Qilong. From dictionary of visual words to subspaces: Locality-constrained affine subspace coding. In IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 2348-2357, 2015. (CCF A 类) 

    6. Yan Hongliang, Ding Yukang, Li Peihua, Wang Qilong, Yong Xu, Zuo Wangmeng. Mind the class weight bias: weighted maximum mean discrepancy for unsupervised domain adaptation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2272-2281, 2017. (CCF A 类)