Pedestrian Tracking Based on HSV Color Features and Reconstruction by Contributions

Liu Mengfei; Fu Xiaoyan; Shang Yuanyuan; Ding Hui

doi:10.3788/lop54.091004

[1] Avidan S. Ensemble tracking［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007, 29(2): 261-271.

[2] Zhao Z Y, Collins R T. Object tracking and detection after occlusion via numerical hybrid local and global mode-seeking［C］. Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2008: 1-8.

[3] Babenko B, Yang M, Belongie S. Visual tracking with online multiple instance learning［C］. Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2009: 983-990.

[4] Williams O, Blake A, Cipolla R. Sparse Bayesian learning for efficient visual tracking［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005, 27(8): 1292-1304.

[5] Zhang Yueqiang, Su Ang, Liu Haibo, et al. Three dimensional rigid object pose tracking and optimization based on multilevel line representation and M-estimation［J］. Acta Optica Sinica, 2015, 35(1): 0115003.

[6] Zhao Y J, Zhang B, Zhang X L. Mean shift blob tracking with target model adaptive update［C］. Proceedings of Chinese Control Conference, Nanjing, China, 2014: 4831-4835.

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

[8] Liu Wei, Zhao Wenjie, Li Cheng. An online learning visual tracking method based on compressive sensing［J］. Acta Optica Sinica, 2015, 35(9): 0915001.

[9] Mei X, Ling H B. Robust visual tracking using L1 minimization［C］. International Conference of Computer Vision, 2009: 1436-1433.

[10] Mei X, Ling H B, Wu Y, et al. Minimum error bounded efficient L1 tracker with occlusion detection［J］. IEEE Transactions on image processing, 2013, 22(7): 2661-2675.

[11] Zhang K H, Zhang L, Yang M H. Real-timecompressive tracking［C］. European Conference on Computer Version, 2012: 864-877.

[12] Bao C G, Wu Y. Real timerobust tracker using accelerate proximal gradient approach［C］. Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2012: 1830-1837.

[13] Yang X, Wang M, Zhang L M, et al. An efficient tracking system by orthogonalized templates［J］. IEEE Transactions on Industrial Electronics, 2016, 63(5): 3187-3197.

[14] Henriques J F, Caseiro R, Martins P. High-speed tracking with kernelized correlation filters［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 37(3): 583-596.

[15] Mei X, Ling H B, Jacobs D W. Sparse representation of cast shadows via L1 regularized least squares［C］. International Conference of Computer Vision, 2009: 583-590.

[16] Kaneko T, Hori O. Feature selection for reliable tracking using template matching［C］. Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003: 796-802.

[17] Matthews I, Ishikawa T, Baker S. The template update problem［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2004, 26(6): 810-815.

[18] Kim S J, Koh K, Lustig M, et al. A interior-point method for large-scale L1 regularized least squares［J］. IEEE Journal on Selected Topics in Signal Processing, 2007, 1(4): 606-617.

[19] Li Shuangshuang, Zhao Gaopeng, Wang Jianyu. Distractor-aware object tracking based on multi-feature and scale-adaptive［J］. Acta Optica Sinica, 2017, 37(5): 0515005.

[20] Villegas M, Paredes R, Juan A, et al. Face verification on color images using local features［C］. Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2008: 1-6.

[21] Mehta R, Zhu. R. Blue or red Exploring the effect of color on cognitive task performances［J］. Science, 2009, 323(5918): 1226-1229.

[22] Wu Y, Lim J, Yang M H. Online object tracking a benchmark［C］. Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2013: 2411-2418.