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Stct: sequentially training convolutional networks for visual tracking[C]//Proceedings of the 2016 IEEE Confer￾ence on Computer Vision and Pattern Recognition. Las Vegas, USA, 2016: 1373–1381. [13] HARE S, SAFFARI A, TORR P H S. Struck: structured output tracking with kernels[C]//Proceedings of the 2011 International Conference on Computer Vision. Barcelona, Spain, 2011: 263–270. [14] NING Jifeng, YANG Jimei, JIANG Shaojie, et al. Object tracking via dual linear structured SVM and explicit fea￾ture map[C]//Proceedings of 2016 IEEE Conference on Computer Vision and Pattern Recognition. Las Vegas, USA, 2016: 4266–4274. [15] WANG Mengmeng, LIU Yong, HUANG Zeyi. Large margin object tracking with circulant feature maps[C]// Proceedings of 2017 IEEE Conference on Computer Vis￾ion and Pattern Recognition. Honolulu, HI, USA, 2017: 4800–4808. [16] CHAN T H, JIA Kui, GAO Shenghua, et al. PCANet: a simple deep learning baseline for image classification?[J]. IEEE transactions on image processing, 2015, 24(12): [17] 5017–5032. WU Yi, LIM J, YANG M H. Online object tracking: a benchmark[C]//Proceedings of the 2013 IEEE Confer￾ence on Computer Vision and Pattern Recognition. Port￾land, USA, 2013: 2411–2418. [18] KALAL Z, MIKOLAJCZYK K, MATAS J. Track-ing￾learning-detection[J]. IEEE transactions on pattern ana￾lysis and machine intelligence, 2012, 34(7): 1409–1422. [19] WU Yi, SHEN Bin, LING Haibin. Online robust image alignment via iterative convex optimization[C]//Proceed￾ings of 2012 IEEE Conference on Computer Vision and Pattern Recognition. Rhode Island, USA, 2012: 1808– 1814. [20] 作者简介： 宁欣，男，1989 年生，博士，IEEE、 中国计算机学会、中国人工智能学会、 中国自动化学会会员，主要研究方向 为计算机视觉、类脑视觉计算、形象认 知计算和神经网络。发表学术论文 15 篇，被 SCI 收录 5 篇。 李卫军，男，1975 年生，教授，博 士生导师，博士，主要研究方向为机器 视觉、模式识别与智能系统、仿生图像 处理技术、仿生模式识别理论与方法、 近红外光谱定性分析技术、高维信息 计算。主持国家自然科学基金项目 2 项，企业合作研究项目 3 项。发表学 术论文 30 篇。 田伟娟，女，1990 年生，硕士研究 生，主要研究方向为视频、图像处理和 目标跟踪相关算法。 ·126· 智 能 系 统 学 报 第 14 卷