An Object Tracking Algorithm Combining SAMF with Visual Saliency

YU Hanrong; LIN Bin; YU Zenglin

doi:10.3969/j.issn.1671-637x.2021.01.004

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

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

[3] HUANG D F, LUO L, CHEN Z Y, et al.Applying detection proposals to visual tracking for scale and aspect ratio adaptability［J］.International Journal of Computer Vision, 2017, 122(3):524-541.

[4] DANELLJAN M, HAGER G, KHAN F S, et al.Accurate scale estimation for robust visual tracking［C］//British Machine Vision Conference (BMVC), 2014:651-662.

[5] DANELLJAN M, HAGER G, KHAN F S, et al.Discriminative scale space tracking［J］.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017, 39(8):1561-1575.

[7] KALAL Z, MIKOLAJCZYK K, MATAS J.Tracking-learning-detection［J］.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 34(7):1409-1422.

[8] LI Y, ZHU J K.A scale adaptive kernel correlation filter tracker with feature integration［C］//European Conference on Computer Vision Workshops (ECCVW), 2014:254-265.

[9] WANG M M, LIU Y, HUANG Z Y.Large margin object tracking with circulant feature maps［C］//IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017:4021-4029.

[10] WEI Y C, WEN F, ZHU W J, et al.Geodesic saliency using background priors［C］//European Conference on Computer Vision (ECCV), 2012:29-42.

[11] ZAHNG J M, SCLAROFF S, LIN Z, et al.Minimum barrier salient object detection at 80 FPS［C］//IEEE International Conference on Computer Vision (ICCV), 2015:1404-1412.

[12] WU Y, LIM J W, YANG M H, et al.Object tracking benchmark［J］.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 37(9):1834-1848.