Electronics Optics & Control, Volume. 25, Issue 12, 45(2018)
A KCF Tracking Algorithm Combined with Positive Sample Set
[1] [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] [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] [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] [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] [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] [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] [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] [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] [11] LEWIS J P.Fast normalized cross-correlation[J].Circuits, Systems and Signal Processing, 1995, 82(2): 144-156.
Get Citation
Copy Citation Text
LIU Wei, HUANG Shan. A KCF Tracking Algorithm Combined with Positive Sample Set[J]. Electronics Optics & Control, 2018, 25(12): 45
Category:
Received: Jan. 2, 2018
Accepted: --
Published Online: Dec. 17, 2018
The Author Email: