液晶与显示, 2018, 33 (12): 1026, 网络出版: 2019-01-15   

基于DPM和KCF的十字靶标检测与跟踪

Detection and tracking method of cross targetbased on DPM detector and KCF tracker
作者单位
1 中国科学院 长春光学精密机械与物理研究所, 吉林 长春 130033
2 中国科学院大学,北京 100049
引用该论文

崔艺涵, 陈涛, 陈宝刚. 基于DPM和KCF的十字靶标检测与跟踪[J]. 液晶与显示, 2018, 33(12): 1026.

CUI Yi-han, CHEN Tao, CHEN Bao-gang. Detection and tracking method of cross targetbased on DPM detector and KCF tracker[J]. Chinese Journal of Liquid Crystals and Displays, 2018, 33(12): 1026.

参考文献

[1] SMEULDERS A W M, CHU D M, CUCCHIARA R, et al. Visual tracking: an experimental survey [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(7): 1442-1468.

[2] GAVRILA D M, PHILOMIN V. Real-time object detection for "smart" vehicles [C]//Proceedings of the 7th IEEE International Conference on Computer Vision. Kerkyra, Greece: IEEE, 2002: 87-93.

[3] FELZENSZWALB P, MCALLESTER D, RAMANAN D. A discriminatively trained, multiscale, deformable part model [C]//Proceedings of 2008 IEEE Conference on Computer Vision and Pattern Recognition. Anchorage, AK, USA: IEEE, 2008: 1-8.

[4] BOLME D S, BEVERIDGE J R, DRAPER B A, et al. Visual object tracking using adaptive correlation filters [C]//Proceedings of 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. San Francisco, CA, USA: IEEE, 2010: 2544-2550.

[5] HENRIQUES J F, CASEIRO R, MARTINS P, et al. High-speed tracking with kernelized correlation filters [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 37(3): 583-596.

[6] DALAL N, TRIGGS B. Histograms of oriented gradients for human detection [C]//Proceedings of 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. San Diego, CA, USA: IEEE, 2005: 886-893.

[7] WILLIAMS C K I. Learning with kernels: support vector machines, regularization, optimization, and beyond [J]. Journal of the American Statistical Association, 2003, 98(462): 489.

[8] FELZENSZWALB P F, GIRSHICK R B, MCALLESTER D, et al. Object detection with discriminatively trained part-based models [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32(9): 1627-1645.

[9] DANELLJAN M, HGER G, KHAN F S, et al. Accurate scale estimation for robust visual tracking [C]//Proceedings of the British Machine Vision Conference. Nottingham: BMVA Press, 2014: 65.1-65.11.

[10] LI Y, ZHU J K. A scale adaptive kernel correlation filter tracker with feature integration [C]//Proceedings of the Computer Vision - ECCV 2014 Workshops. Zurich, Switzerland: Springer, 2014: 254-265.

[11] COMANICIU D, RAMESH V, MEER P. Real-time tracking of non-rigid objects using mean shift [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.Hilton Head Island, SC, USA: IEEE, 2000: 142-149.

[12] HENRIQUES J F, CASEIRO R, MARTINS P, et al. Exploiting the circulant structure of tracking-by-detection with kernels [C]//Proceedings of the 12th European Conference on Computer Vision. Florence, Italy: Springer, 2012: 702-715.

[13] 常运, 杜玉红, 焉台郎, 等.基于云台摄像机的快速移动人群的检测与跟踪[J].液晶与显示, 2016, 31(10): 998-1005.

    CHANG Y, DU Y H, YAN T L, et al. Detection and tracking of fast moving camera based on the PTZ camera [J]. Chinese Journal of Liquid Crystals and Displays, 2016, 31(10): 998-1005. (in Chinese)

[14] HARE S, GOLODETZ S, SAFFARI A, et al. Struck: structured output tracking with kernels [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016, 38(10): 2096-2109.

[15] 杨德东, 蔡玉柱, 毛宁, 等.采用核相关滤波器的长期目标跟踪[J].光学 精密工程, 2016, 24(8): 2037-2049.

    YANG DD, CAI Y Z, MAO N, et al. Long-term object tracking based on kernelized correlation filters [J]. Optics and Precision Engineering, 2016, 24(8): 2037-2049. (in Chinese)

[16] 闫辉, 许廷发, 吴青青, 等.多特征融合匹配的多目标跟踪[J].中国光学, 2013, 6(2): 163-170.

    YAN H, XU T F, WU Q Q, et al. Multi-object tracking based on multi-feature joint matching [J]. Chinese Optics, 2013, 6(2): 163-170. (in Chinese)

崔艺涵, 陈涛, 陈宝刚. 基于DPM和KCF的十字靶标检测与跟踪[J]. 液晶与显示, 2018, 33(12): 1026. CUI Yi-han, CHEN Tao, CHEN Bao-gang. Detection and tracking method of cross targetbased on DPM detector and KCF tracker[J]. Chinese Journal of Liquid Crystals and Displays, 2018, 33(12): 1026.

本文已被 1 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!