[1]许奇,王华彬,周健,等.用于目标跟踪的智能群体优化滤波算法[J].智能系统学报,2019,14(4):697-707.[doi:10.11992/tis.201805049]
 XU Qi,WANG Huabin,ZHOU Jian,et al.Swarm intelligence filtering for robust object tracking[J].CAAI Transactions on Intelligent Systems,2019,14(4):697-707.[doi:10.11992/tis.201805049]
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用于目标跟踪的智能群体优化滤波算法

参考文献/References:
[1] LGUENSAT R, TANDEO P, FABLET R, et al. Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures[C]//Proceedings of 2015 IEEE International Conference on Image Processing. Quebec City, Canada, 2016:4288-4292.
[2] 王法胜, 鲁明羽, 赵清杰, 等. 粒子滤波算法[J]. 计算机学报, 2014, 37(8):1679-1694 WANG Fasheng, LU Mingyu, ZHAO Qingjie, et al. Partilce filtering algorithm[J]. Chinese journal of computers, 2014, 37(8):1679-1694
[3] BAO Chenglong, WU Yi, LING Haibin, et al. Real time robust L1 tracker using accelerated proximal gradient approach[C]//Proceedings of 2012 IEEE Conference on Computer Vision and Pattern Recognition. Providence, USA, 2012:1830-1837.
[4] ZHANG Kaihua, LIU Qingshan, WU Yi, et al. Robust visual tracking via convolutional networks without training[J]. IEEE transactions on image processing, 2016, 25(4):1779-1792.
[5] WANG Dong, LU Huchuan. On-line learning parts-based representation via incremental orthogonal projective non-negative matrix factorization[J]. Signal processing, 2013, 93(6):1608-1623.
[6] 吴昊, 孙晓燕, 郭玉堂, 等. 保持粒子多样性的非退化粒子滤波方法研究[J]. 电子学报, 2016, 44(7):1734-1741 WU Hao, SUN Xiaoyan, GUO Yutang, et al. Non-degeneracy particle filtering method research for particle diversity preserving[J]. Acta electronica sinica, 2016, 44(7):1734-1741
[7] 常天庆, 李勇, 刘忠仁, 等. 一种改进重采样的粒子滤波算法[J]. 计算机应用研究, 2013, 30(3):748-750 CHANG Tianqing, LI Yong, LIU Zhongren, et al. Particle filter algorithm based on improved resampling[J]. Application research of computers, 2013, 30(3):748-750
[8] CAO Bei, MA Caiwen, LIU Zhentao. Particle filter with fine resampling for bearings-only tracking[J]. Procedia engineering, 2012, 29:3685-3690.
[9] DU Kelin, SWAMY M N S. Swarm intelligence[M]//DU Kelin, SWAMY M N S. Search and Optimization by Metaheuristics. Cham:Birkh?user, 2016.
[10] 彭喜元, 彭宇, 戴毓丰. 群智能理论及应用[J]. 电子学报, 2003, 31(S1):1982-1988 PENG Xiyuan, PENG Yu, DAI Yufeng. Swarm intelligence theory and applications[J]. Acta electronica sinica, 2003, 31(S1):1982-1988
[11] CHENG Shi, ZHANG Qingyu, QIN Quande. Big data analytics with swarm intelligence[J]. Industrial management and data systems, 2016, 116(4):646-666.
[12] XIA Junbo. Coverage optimization strategy of wireless sensor network based on swarm intelligence algorithm[C]//Proceedings of 2016 International Conference on Smart City and Systems Engineering. Hunan, China, 2016:179-182.
[13] DEVI K U, SARMA D, LAISHRAM R. Swarm intelligence based computing techniques in speech enhancement[C]//Proceedings of 2015 International Conference on Green Computing and Internet of Things. Noida, India, 2015:1199-1203.
[14] KRONANDER J, SCH?N T B. Robust auxiliary particle filters using multiple importance sampling[C]//Proceedings of 2014 IEEE Workshop on Statistical Signal Processing. Gold Coast, Australia, 2014:268-271.
[15] WANG Naiyan, SHI Jianping, YEUNG D Y, et al. Understanding and diagnosing visual tracking systems[C]//Proceedings of 2015 IEEE International Conference on Computer Vision. Santiago, Chile, 2015:3101-3109.
[16] ARULAMPALAM M S, MASKELL S, GORDON N, et al. A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking[J]. IEEE Transactions on signal processing, 2002, 50(2):174-188.
[17] ROSS D A, LIM J, Lin R S, et al. Incremental learning for robust visual tracking[J]. International journal of computer vision, 2008, 77(1/2/3):125-141.
[18] WU Yi, LIM J, YANG M H. Online object tracking:a Benchmark[C]//Proceedings of 2013 IEEE Conference on Computer Vision and Pattern Recognition. Portland, USA, 2013:2411-2418.
[19] JIA Xu, LU Huchuan, YANG M H. Visual tracking via adaptive structural local sparse appearance model[C]//Proceedings of 2012 IEEE Conference on Computer Vision and Pattern Recognition. Providence, USA, 2012:1822-1829.
[20] ORON S, BAR-HILLEL A, LEVI D, et al. Locally orderless tracking[J]. International journal of computer vision, 2015, 111(2):213-228.
[21] ZHANG Tianzhu, GHANEM B, LIU Si, et al. Robust visual tracking via multi-task sparse learning[C]//Proceedings of 2012 IEEE Conference on Computer Vision and Pattern Recognition. Providence, USA, 2012:2042-2049.
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备注/Memo

收稿日期:2018-05-31。
基金项目:国家自然科学基金项目(61371217);安徽省自然科学基金项目(1708085MF151).
作者简介:许奇,男,1991年生,硕士研究生,主要研究方向为计算机视觉和机器学习;王华彬,男,1983年生,讲师,博士,主要研究方向为手背静脉多模态身份识别、人脸识别、虚拟现实。参与多项国家级和省级科研项目。发表学术论文10余篇;周健,男,1981年生,副教授,博士,安徽省高等学校计算机教育研究会理事,安徽省大学生程序设计竞赛技术委员会副主任委员,主要研究方向为多媒体信息处理、模式识别与机器学习。发表学术论文20余篇。
通讯作者:王华彬.E-mail:wanghuabin@ahu.edu.cn

更新日期/Last Update: 2019-08-25
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