A KCF Tracking Algorithm Combined with Positive Sample Set

LIU Wei; HUANG Shan

doi:10.3969/j.issn.1671-637x.2018.12.010

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

[2] JOSHI K A, THAKORE D G.A survey on moving object detection and tracking in video surveillance system［J］.International Journal of Soft Computing and Engineering, 2012, 2(3): 44-48.

[4] LEI Y, DING X Q, WANG S J.Visual tracker using sequential Bayesian learning: discriminative, generative, and hybrid［J］.IEEE Transactions on Systems, Man & Cybernetics, Part B (Cybernetics), 2008, 38(6): 1578-1591.

[5] ZHANG K H, ZHANG L, LIU Q S, et al.Fast visual tracking via dense spatio-temporal context learning［C］//European Conference on Computer Vision, 2014: 127-141.

[6] BOLME D S, BEVERIDGE J R, DRAPER B A, et al.Vi-sual object tracking using adaptive correlation filters［C］//IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010: 2544-2550.

[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, 2012: 702-715.

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

[10] BRIECHLE K, HANEBECK U D.Template matching using fast normalized cross correlation［C］//Proceedings of SPIE-The International Society for Optical Engineering, 2001: 1-8.

[11] LEWIS J P.Fast normalized cross-correlation［J］.Circuits, Systems and Signal Processing, 1995, 82(2): 144-156.