第2期 林椹尠，等：结合模糊特征检测的鲁棒核相关滤波跟踪法 ·329· ZHANG Wei,KANG Baosheng.Recent advances in cor- ant keypoints[J].International journal of computer vision, relation filter-based object tracking:a review[J].Journal of 2004,60(2:91-110. image and graphics,2017,22(8):1017-1033 [20]孙雪强，黄旻，张桂峰，等.基于改进SIFT的多光谱图 [9]DANELLJAN M.KHAN F S.FELSBERG M,et al.Ad- 像匹配算法[).计算机科学，2019,46(4)：280-284. aptive color attributes for real-time visual tracking[Cl/Pro- SUN Xueqiang,HUANG Min,ZHANG Guifeng,et al. ceedings of 2014 IEEE Conference on Computer Vision Multispectral image matching algorithm based on im- and Pattern Recognition.Columbus,USA,2014: proved SIFT[J].Computer science,2019,46(4):280-284. 1090-1097. [21]唐国良.抗模糊的图像局部特征描述子).西安电子科 [10]DANELLJAN M,HAGER G,KHAN F S,et al.Accur- 技大学学报，2019,46(1)：39-45. ate scale estimation for robust visual tracking[Cl//Pro- TANG Guoliang.Anti-fuzzy local feature descriptor on ceedings of British Machine Vision Conference.Notting- images[J].Journal of Xidian University,2019,46(1): ham.UK,2014:65.1-65.11. 39-45. [11]LI Yang,ZHU Jianke.A scale adaptive kernel correlation [22]韩字，宗群，邢娜.基于改进SIFT的无人机航拍图像快 filter tracker with feature integration[C]//Proceedings of 速匹配).南开大学学报（自然科学版），2019,52(1)： European Conference on Computer Vision.Zurich, 5-9 Switzerland.2014:254-265. [12]DANELLJAN M.HAGER G,KHAN F S,et al.Learn- HAN Yu,ZONG Qun,XIN Na.Fast matching of UAV ing spatially regularized correlation filters for visual aerial image based on SIFT[].Acta Scientiarum Naturali- tracking[Cl//Proceedings of 2015 IEEE International Con- um Universitatis Nankaiensis(Natural Science Edition), ference on Computer Vision.Santiago,Chile,2015: 2019,52(1)5-9. 4310-4318. [23]刘延飞，何燕辉，姜柯，等.采用异常值检测及重定位改 [13]杨德东，毛宁，杨福才，等.利用最佳伙伴相似性的改进 进的KCF跟踪算法].计算机工程与应用，2018 空间正则化判别相关滤波目标跟踪刀.光学精密工程， 5420):166-171 2018,26(2:492-502. LIU Yanfei,HE Yanhui,JIANG Ke,et al.Improved KCF YANG DD,MAO N,YANG F C,et al.Improved SRD- tracking algorithm using outlier detection and CF object tracking via the Best-Buddies Similarity[J].Op- relocation[J].Computer engineering and applications, tics and precision engineering,2018,26(2):492-502 2018.54(20):166-171 [14]GALOOGAHI H K,SIM T,LUCEY S.Correlation fil- 作者简介： ters with limited boundaries[C]//Proceedings of 2015 林椹尠，教授，博士，主要研究方 IEEE Conference on Computer Vision and Pattern Recog- 向为小波理论及其在信号、图像处理 nition.Boston.USA.2015:4630-4638. 中的应用。发表学术论文近30篇。 [15]NI Zhensheng.B-SIFT:a binary sift based local image feature descriptor[Cl//Proceedings of the 2012 4th Inter- national Conference on Digital Home.Guangzhou,China. 2012:117-121. [16]杨娇，陈强，周玲，等.基于LBP的TLD目标跟踪改进 郑兴宁，硕土研究生，主要研究方 算法).传感器与微系统，2019,36(11少：136-138,143. 向为图像处理、目标跟踪。 YANG Jiao,CHEN Qiang,ZHOU Ling,et al.Improved TLD target tracking algorithm based on LBP[J].Trans- ducer and microsystem technologies,2019,36(11): 136-138,143 [17]WU Yi,LIM J,YANG M H.Online object tracking:a benchmark[C]//Proceedings of 2013 IEEE conference on 吴成茂，高级工程师，主要研究方 Computer Vision and Pattern Recognition.Portland, 向为模式分析与智能信息处理、图像 USA,2013:2411-2418. 处理与信息安全。发表学术论文 [18]WU Yi,LIM J,YANG M H.Object tracking 200余篇。 benchmark[J].IEEE transactions on pattern analysis and machine intelligence,2015,37(9):1834-1848. [19]LOWE D G.Distinctive image features from scale-invari-ZHANG Wei, KANG Baosheng. Recent advances in cor￾relation filter-based object tracking: a review[J]. Journal of image and graphics, 2017, 22(8): 1017–1033. DANELLJAN M, KHAN F S, FELSBERG M, et al. Ad￾aptive color attributes for real-time visual tracking[C]//Pro￾ceedings of 2014 IEEE Conference on Computer Vision and Pattern Recognition. Columbus, USA, 2014: 1090−1097. [9] DANELLJAN M, HÄGER G, KHAN F S, et al. Accur￾ate scale estimation for robust visual tracking[C]//Pro￾ceedings of British Machine Vision Conference. Notting￾ham, UK, 2014: 65.1−65.11. [10] LI Yang, ZHU Jianke. A scale adaptive kernel correlation filter tracker with feature integration[C]//Proceedings of European Conference on Computer Vision. Zurich, Switzerland, 2014: 254−265. [11] DANELLJAN M, HÄGER G, KHAN F S, et al. Learn￾ing spatially regularized correlation filters for visual tracking[C]//Proceedings of 2015 IEEE International Con￾ference on Computer Vision. Santiago, Chile, 2015: 4310−4318. [12] 杨德东, 毛宁, 杨福才, 等. 利用最佳伙伴相似性的改进 空间正则化判别相关滤波目标跟踪 [J]. 光学 精密工程, 2018, 26(2): 492–502. YANG D D, MAO N, YANG F C, et al. Improved SRD￾CF object tracking via the Best-Buddies Similarity[J]. Op￾tics and precision engineering, 2018, 26(2): 492–502. [13] GALOOGAHI H K, SIM T, LUCEY S. Correlation fil￾ters with limited boundaries[C]//Proceedings of 2015 IEEE Conference on Computer Vision and Pattern Recog￾nition. Boston, USA, 2015: 4630−4638. [14] NI Zhensheng. B-SIFT: a binary sift based local image feature descriptor[C]//Proceedings of the 2012 4th Inter￾national Conference on Digital Home. Guangzhou, China, 2012: 117−121. [15] 杨娇, 陈强, 周玲, 等. 基于 LBP 的 TLD 目标跟踪改进 算法 [J]. 传感器与微系统, 2019, 36(11): 136–138, 143. YANG Jiao, CHEN Qiang, ZHOU Ling, et al. Improved TLD target tracking algorithm based on LBP[J]. Trans￾ducer and microsystem technologies, 2019, 36(11): 136–138, 143. [16] 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. [17] WU Yi, LIM J, YANG M H. Object tracking benchmark[J]. IEEE transactions on pattern analysis and machine intelligence, 2015, 37(9): 1834–1848. [18] [19] LOWE D G. Distinctive image features from scale-invari￾ant keypoints[J]. International journal of computer vision, 2004, 60(2): 91–110. 孙雪强, 黄旻, 张桂峰, 等. 基于改进 SIFT 的多光谱图 像匹配算法 [J]. 计算机科学, 2019, 46(4): 280–284. SUN Xueqiang, HUANG Min, ZHANG Guifeng, et al. Multispectral image matching algorithm based on im￾proved SIFT[J]. Computer science, 2019, 46(4): 280–284. [20] 唐国良. 抗模糊的图像局部特征描述子 [J]. 西安电子科 技大学学报, 2019, 46(1): 39–45. TANG Guoliang. Anti-fuzzy local feature descriptor on images[J]. Journal of Xidian University, 2019, 46(1): 39–45. [21] 韩宇, 宗群, 邢娜. 基于改进 SIFT 的无人机航拍图像快 速匹配 [J]. 南开大学学报(自然科学版), 2019, 52(1): 5–9. HAN Yu, ZONG Qun, XIN Na. Fast matching of UAV aerial image based on SIFT[J]. Acta Scientiarum Naturali￾um Universitatis Nankaiensis (Natural Science Edition), 2019, 52(1): 5–9. [22] 刘延飞, 何燕辉, 姜柯, 等. 采用异常值检测及重定位改 进的 KCF 跟踪算法 [J]. 计算机工程与应用, 2018, 54(20): 166–171. LIU Yanfei, HE Yanhui, JIANG Ke, et al. Improved KCF tracking algorithm using outlier detection and relocation[J]. Computer engineering and applications, 2018, 54(20): 166–171. [23] 作者简介： 林椹尠，教授，博士，主要研究方 向为小波理论及其在信号、图像处理 中的应用。发表学术论文近 30 篇。 郑兴宁，硕士研究生，主要研究方 向为图像处理、目标跟踪。 吴成茂，高级工程师，主要研究方 向为模式分析与智能信息处理、图像 处理与信息安全。发表学术论文 200 余篇。 第 2 期 林椹尠，等：结合模糊特征检测的鲁棒核相关滤波跟踪法 ·329·