Real Time Object Tracking via OS-ELM

FANG Haoyu; CAO Danhua; WU Yubin

doi:10.3969/j.issn.1003-501x.2016.02.007

[1] Jepson A D，Fleet D J，El-Maraghi T R. Robust online appearance models for visual tracking [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828)，2003，25(10)：1296-1311.

[2] Collins R，Liu Y，Leordeanu M. Online selection of discriminative tracking features [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828)，2005，27(10)：1631-1643.

[3] Adam A，Rivlin E，Shimshoni I. Robust fragments-based tracking using the integral histogram [C]// IEEE Conference on Computer Vision and Pattern Recognition(CVPR)，New York，USA，2006：789–805.

[4] LIANG Dawei，HUANG Qingming，GAO Wen，et al. Online selection of discriminative features using bayes error rate for visual tracking [C]// Advances in Multimedia Information Processing-PCM，Hangzhou，China，November 2-4，2006： 547-555.

[5] Grabner H，Grabner M，Bischof H. Real-time tracking via online boosting [C]// British Machine Vision Conference(BMVC)， Edinburgh，UK，September 4-7，2006：47-56.

[6] Ross D，Lim J，LIN R S，et al. Incremental learning for robust visual tracking [J]. International Journal of Computer Vision S0920-5691)，2008，77(1)：125-141.

[7] Kalal Z，Matas J，Mikolajczyk K. P-n learning：bootstrapping binary classifier by structural constraints [C]// IEEE Conference on Computer Vision and Pattern Recognition(CVPR)，San Francisco，USA，June 13-18，2010：49-56.

[8] Kwon J ， Lee K. Visual tracking decomposition [C]// IEEE Conference on Computer Vision and Pattern Recognition(CVPR)，San Francisco，USA，June 13-18，2010：1269–1276.

[9] Babenko B，YANG Ming-Hsuan，Belongie S. Robust object tracking with online multiple instance learning [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828)，2011，33(8)：1619-1632.

[10] ZHANG Kaihua，ZHANG Lei，YANG Ming-Hsuan. Real-time compressive tracking [C]// The European Conference on Computer Vision(ECCV)，Firenze，Italy，October 7-13，2012，III：864-877.

[11] ZHANG Kaihua，ZHANG Lei，YANG Ming-Hsuan. Real-Time Object Tracking Via Online Discriminative Feature Selection [J]. IEEE Transactions on Image Processing(S1057-7149)，2013，22(12)：4664-4677.

[12] Hare S，Saffari A，Torr P. Struck：structured output tracking with kernels [C]// IEEE International Conference on Computer Vision(ICCV)，Barcelona，Spain，November 6-13，2011：263–270.

[13] LI Xi，Shen Chunhua，Dick A，et al. Learning compact binary codes for visual tracking [C]// IEEE Conference on Computer Vision and Pattern Recognition(CVPR)，Portland，OR，June 24-28，2013：2419-2426.

[14] HUANG Guangbinin，ZHU Qinyu，Siew C K. Extreme learning machine：theory and applications [J]. Neurocomputing (S0925-2312)，2006，70(1)：489-501.

[15] SU Yingya，ZHAO Qingjie，ZHAO Liujun，et al. Abrupt motion tracking using a visual saliency embedded particle filter [J]. Pattern Recognition(S0031-3203)，2014，47(6)：1826-1834.

[16] Kitagawa G. Monte carlo filter and smoother for nongaussian nonlinear state space models [J]. Journal of Computational and Graphical Statistics(S1061-8600)，1996，5(1)：1-25.