计算机科学技术 |
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基于自适应多特征表观模型的目标压缩跟踪 |
卢维1,2, 项志宇1,2, 于海滨3, 刘济林1,2 |
1.浙江大学 信息与电子工程学系,浙江 杭州 310027;2. 浙江省综合信息网技术重点实验室,浙江 杭州 310027; 3.杭州电子科技大学 电子信息学院,浙江 杭州 310018 |
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Object compressive tracking based on adaptive multi-feature appearance model |
LU Wei1,2, XIANG Zhi-yu1,2, YU Hai-bin3, LIU Ji-lin1,2 |
1. Department of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China; 2. Zhejiang Provincial Key Laboratory of Information Network Technology, Hangzhou 310027, China; 3. School of Electronic and Information, Hangzhou Dianzi University, Hangzhou 310018, China |
[1] LI X, HU W, SHEN C, et al. A survey of appearance models in visual object tracking [J]. ACM transactions on Intelligent Systems and Technology (TIST), 2013, 4(4): 58-99.
[2] DONOHO D L. Compressed sensing[J]. IEEE Transactions on Information Theory, 2006, 52(4): 1289-1306.
[3] CANDES E J, TAO T. Near-optimal signal recovery from random projections: Universal encoding strategies?[J]. IEEE Transactions on Information Theory, 2006, 52(12): 5406-5425.
[4] ZHANG K, ZHANG L, YANG M H. Real-time compressive tracking[C]∥Computer Vision-ECCV 2012. Berlin Heidelberg: Springer, 2012: 864-877.
[5] 朱秋平, 颜佳, 张虎, 等. 基于压缩感知的多特征实时跟踪[J]. 光学精密工程, 2013, 21(2): 438-444.
ZHU Qiu-ping, YAN Jia, ZHANG Hu, et al. Real-time tracking using multiple features based on compressive sensing[J]. Optics and Precision Engineering, 2013, 21(2): 438-444.
[6] RAO C R. A review of canonical coordinates and an alternative to correspondence analysis using Hellinger distance[J]. Questiió: Quaderns d’Estadística, Sistemes, Informatica i Investigació Operativa, 1995, 19(1): 23-63.
[7] CANDES E J, TAO T. Decoding by linear programming[J]. IEEE Transactions on Information Theory, 2005, 51(12): 4203-4215.
[8] BAY H, TUYTELAARS T, VAN GOOL L. Surf: Speeded up robust features[C]∥Computer Vision-ECCV 2006. Berlin Heidelberg: Springer, 2006: 404-417.
[9] DALAL N, TRIGGS B. Histograms of oriented gradients for human detection[C]∥IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Piscataway: IEEE, 2005, 1: 886-893.
[10] ZHU Q, YEH M C, CHENG K T, et al. Fast human detection using a cascade of histograms of oriented gradients[C]∥ IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Piscataway: IEEE, 2006, 2: 1491-1498.
[11] COLLINS R T, LIU Y. On-line selection of discriminative tracking features[C]∥ Proceedings of Ninth IEEE International Conference on Computer Vision. Piscataway: IEEE, 2003: 346-352.
[12] CHEN Y, PARK P S, LI A. A Novel Approach of On-line Discriminative Tracking Feature Selection[J]. International Journal of Computer and Information Technology(IJCIT), 2013, 2(3): 392-397.
[13] 胡洁. 高维数据特征降维研究综述[J]. 计算机应用研究, 2008, 25(9): 2601-2606.
HU Jie. Survey on feature dimension reduction for high-dimensional data[J]. Application Research of Computers, 2008, 25(9): 2601-2606. |
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