[1] 管皓,薛向阳,安志勇.深度学习在视频目标跟踪中的应用进展与展望[J].自动化学报,2016,42(6):834-847. [2] ZITNICK C L,DOLLARP.Edge boxes:locating object proposals from edges[C]//Proceedings of European Conference on Computer Vision.Berlin,Germany:Springer,2014:391-405. [3] KRISTAN M,MATAS J,LEONARDIS A,et al.The visual object tracking VOT2015 challenge results[C]//Proceedings of IEEE International Conference on Computer Vision Workshop.Washington D.C.,USA:IEEE Press,2015:564-586. [4] HUANG Dafei,LUO Lei,WEN Mei,et al.Enable scale and aspect ratio adaptability in visual tracking with detection proposals[C]//Proceedings of British Machine Vision Conference.Swansea,UK:DBLP,2015:1-12. [5] HUA Yang,ALAHARI K,SCHMID C.Online object tracking with proposal selection[C]//Proceedings of IEEE International Conference on Computer Vision.Washington D.C.,USA:IEEE Press,2015:3092-3100. [6] ZHU Gao,PORIKLI F,LI Hongdong.Beyond local search:tracking objects everywhere with instance-specific proposals[C]//Proceedings of IEEE Computer Vision and Pattern Recognition.Washington D.C.,USA:IEEE Press,2016:943-951. [7] YANG Jun,YAN Rong,HAUPTMANN A G.Adapting SVM classifiers to data with shifted distributions[C]//Proceedings of IEEE International Conference on Data Mining Workshops.Washington D.C.,USA:IEEE Press,2007:69-76. [8] CHENG Mingming,ZHANG Ziming,LIN Wenyan,et al.Bing:binarized normed gradients for objectness estimation at 300 fps[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.Washington D.C.,USA:IEEE Press,2014:3286-3293. [9] GHODRATI A,DIBA A,PEDERSOLI M,et al.DeepProposal:hunting objects by cascading deep convolutional layers[C]//Proceedings of IEEE International Conference on Computer Vision.Washington D.C.,USA:IEEE Press,2015:2578-2586. [10] FAN Rongen,CHANG Kaiwei,HSIEH C J,et al.LIBLINEAR:a library for large linear classification[J].Journal of Machine Learning Research,2008,9(8):1871-1874. [11] PLATT J.Sequential minimal optimization:a fast algorithm for training support vector machines[J].International Journal of Advanced Computer Science and Applications,1998,208(14):98-112. [12] CHATFIELD K,SIMONYAN K,VEDALDI A,et al.Return of the devil in the details:Delving deep into convolutional nets[EB/OL].[2018-09-30].https://arxiv.gg363.site/abs/1405.3531. [13] WU Yi,LIM J,YANG M H.Object tracking benchmark[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2015,37(9):1834-1848. [14] HONG S,YOU T,KWAK S,et al.Online tracking by learning discriminative saliency map with convolutional neural network[EB/OL].[2018-09-30].https://arxiv.gg363.site/abs/1502.06796. [15] DANELLJAN M,HAGER G,SHAHBAZ K F,et al.Convolutional features for correlation filter based visual tracking[C]//Proceedings of the IEEE International Conference on Computer Vision Workshops.Washington D.C.,USA:IEEE Press,2015:58-66. [16] MA Chao,HUANG Jiabin,YANG Xiaokang,et al.Hierarchical convolutional features for visual tracking[C]//Proceedings of the IEEE International Conference on Computer Vision.Washington D.C.,USA:IEEE Press,2015:3074-3082. [17] QI Yuankai,ZHANG Shengping,QIN Lei,et al.Hedged deep tracking[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.Washington D.C.,USA:IEEE Press:2016:4303-4311. [18] DANELLJAN M,HGER G,KHAN F,et al.Accurate scale estimation for robust visual tracking[C]//Proceedings of British Machine Vision Conference.Nottingham,UK:BMVA Press,2014:1-11. [19] HENRIQUES J F,CASEIRO R,MARTINSP,et al.High-speed tracking with kernelized correlation filters[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2015,37(3):583-596. [20] ZHANG Jianming,MA Shuguo,SCLAROFF S.MEEM:robust tracking via multiple experts using entropy minimization[C]//Proceedings of European Conference on Computer Vision.Berlin,Germany:Springer,2014:188-203. [21] DANELLJAN M,HAGER G,SHAHBAZ K F,et al.Learning spatially regularized correlation filters for visual tracking[C]//Proceedings of IEEE International Conference on Computer Vision.Washington D.C.,USA:IEEE Press,2015:4310-4318. [22] MA Chao,YANG Xiaokang,ZHANG Chongyang,et al.Long-term correlation tracking[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.Washington D.C.,USA:IEEE Press,2015:5388-5396. [23] GAO J,LING H,HU W,et al.Transfer learning based visual tracking with Gaussian processes regression[C]//Proceedings of European Conference on Computer Vision.Berlin,Germany:Springer,2014:188-203. |