Long-Term Object Tracking Algorithm Based on Kernelized Correlation Filter

Zhengchong Mao; Haidong Chen

doi:10.3788/LOP56.010702

[1] Kristan M, Matas J, Leonardis A et al. The visual object tracking VOT2015 challenge results. [C]∥IEEE International Conference on Computer Vision Workshop (ICCVW), 564-586(2015).

[2] Pan Z F, Zhu Y L. Kernelized correlation filters object tracking method with multi-scale estimation[J]. Laser & Optoelectronics Progress, 53, 101501(2016).

[3] Gao M F, Zhang X X. Scale adaptive kernel correlation filtering for target tracking[J]. Laser & Optoelectronics Progress, 55, 041501(2018).

[4] Zhang W, Kang B S. Recent advances in correlation filter-based object tracking: a review[J]. Journal of Image and Graphics, 22, 1017-1033(2017).

[5] Kristan M, Pflugfelder R, Leonardis A et al. The visual object tracking VOT2014 challenge results. [C]∥European Conference on Computer Vision, 191-127(2014).

[6] Bolme D S, Beveridge J R, Draper B A et al. Visual object tracking using adaptive correlation filters. [C]∥IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2544-2550(2010).

[7] Henriques J F, Caseiro R, Martins P et al. Exploiting the circulant structure of tracking-by-detection with kernels. [C]∥European Conference on Computer Vision, 702-715(2012).

[8] Danelljan M, Khan F S, Felsberg M et al. Adaptive color attributes for real-time visual tracking. [C]∥IEEE Conference on Computer Vision and Pattern Recognition, 1090-1097(2014).

[9] Zhu M M, Hu M H. Long-term visual object tracking algorithm based on correlation filter[J]. Journal of Computer Applications, 37, 1466-1470(2017).

[10] 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, 37, 583-596(2015). http://doi.ieeecomputersociety.org/10.1109/TPAMI.2014.2345390

[11] Wang Y C, Huang H, Li S M et al. Correlation filter tracking based on online detection and scale-adaption[J]. Acta Optica Sinica, 38, 0215002(2018).

[12] van de Weijer J, Schmid C, Verbeek J et al. . Learning color names for real-world applications[J]. IEEE Transactions on Image Processing, 18, 1512-1523(2009). http://dl.acm.org/citation.cfm?id=1657325

[13] Wu Y, Lim J, Yang M H. Online object tracking:a benchmark. [C]∥IEEE Conference on Computer Vision and Pattern Recognition, 2411-2418(2013).

[14] Kalal Z, Mikolajczyk K, Matas J. Tracking-learning-detection[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34, 1409-1422(2012).

[15] Hare S, Saffari A. Torr P H S. Struck: structured output tracking with kernels. [C]∥International Conference on Computer Vision, 263-270(2011).