A target color kernel correlation tracking algorithm for UAVs

Qu Yunjie; Mo Hongwei; Wang Changhong

doi:10.3788/irla201847.0326001

[1] Jiang Xuejun, Wan Xiaodong. Research on target tracking algorithm for template drift correction[J]. Modern Computer (Professional Edition), 2013, 24(16): 25-29. (in Chinese)

[2] You Peihan, Hu Yu, Sheng Ping, et al. A self-adjust image matching tracking system design based on DSP and FPGA[J]. Journal of Projectiles, Rockets, Missiles and Guidance,2013, 33(5): 16-22. (in Chinese)

[3] Adam A, Rivlin E, Shimshoni I. Robust fragments-based tracking using the integral histogram[C]//2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR, 2006.

[4] He S, Yang Q, Lau R, et al. Visual tracking via locality sensitive histograms[C]//2013 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR, 2013.

[5] Zhang K, Zhang L, Yang M. Real-time compressive tracking[C]//Computer Vision-ECCV, 2012: 864-877.

[6] Yu Jizhou, Liu Huixia, Liu Chengyu, et al. Application of AMAUKF on the condition of target re-tracked by UAV[J]. Computer Measurement & Control, 2012, 20(2): 516-519. (in Chinese)

[7] Sevilla-Lara L, Learned-Miller E. Distribution fields for tracking[C]//2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR, 2012.

[8] Dong Liang. Theory and method of video multi-target tracking[D]. Xi′an: Xidian University, 2014. (in Chinese)

[9] Zhong W, Lu H, Yang M H. Robust object tracking via sparsity-based collaborative model[C]//2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR, 2012.

[10] Zhang K, Zhang L, Yang M, et al. Fast tracking via spatio-temporal context learning[C]//ECCV, 2014.

[11] Zhang Miaohui, Xin Ming, Yang Jie. Adaptive multi-feature tracking in particle swarm optimization based particle filter framework[J]. Journal of Systems Engineering and Electronics, 2012, 23(5): 775-783.

[12] Dai Fenglin. An object free adaptive multi view tracking system[D]. Shanghai: Fudan University, 2012. (in Chinese)

[13] Zhao Lingling. Research on particle filter and probability hypothesis density filtering in target tracking [D]. Harbin: Harbin Institute of Technology, 2011. (in Chinese)

[14] Kalal Z, Matas J, Mikolajczyk K. P-N learning: Bootstrapping binary classifiers by structural constraints[C]//2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR, 2010.

[15] Wu Y, Lim J, Yang M H. Online object tracking: A benchmark[C]//2013 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR, 2013.

[16] Scholkopf B, Smola A J. Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond[M]. Cambridge: The MIT Press, 2002.

[17] Liu Y, Zhang D, Lu G, et al. Region-based image retrieval with high-level semantic color names[C]//2005 Proceedings of the 11th International Multi-Media Modeling Conference(MMM'05), 2005.

[18] Kalal Z, Mikolajczyk K, Matas J. Tracking-Learning-Detection[J]. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 2012, 34(7): 1409-1422.