Opto-Electronic Engineering, Volume. 41, Issue 11, 16(2014)
Person Re-identification Based on Multi-kernel Support Vector Machine by Multi-instance Learning
[1] [1] Zheng W, Gong S, Xiang T. Re-identification by Relative Distance Comparison [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (S0162-8828), 2013, 35(3): 653-668.
[2] [2] Bazzani L, Cristani M, Murino V. Symmetry-driven accumulation of local features for human characterization and re-identification [J]. Computer Vision and Image Understanding(S1077-3142), 2013, 117(2): 130–144.
[3] [3] Bazzani L, Cristani M, Perina A, et al. Multiple-shot person re-identification by chromatic and epitomic analyses [J]. Pattern Recognition Letters(S0167-8655), 2012, 33(7): 898–903.
[4] [4] Gray D, Tao H. Viewpoint invariant pedestrian recognition with an ensemble of localized features [C]// European Conference on Computer Vision, Marseille, France, October 12-18, 2008, l(1): 262-275.
[5] [5] Tamar Avraham, Ilya Gurvich, Michael Lindenbaum, et al. Learning Implicit Transfer for Person Re-identification [C]// European Conference on Computer Vision, Firenze, Italy, October 7-13, 2012, 1(1): 381–390.
[6] [6] Gheissari N, Sebastian T B, Hartley R. Person re-identification using spatial temporal appearance [C]// IEEE Computer Society Conference on Computer Vision and Pattern Recognition, New York, USA, June17-22, 2006, 14(2): 1528-1535.
[7] [7] Wang X, Doretto G, Sebastian T B, et al. Shape and appearance context modeling [C]// IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, October14-20, 2007, l(1): 1-8.
[8] [8] Farenzena M, Bazzani L, Perina A, et al. Person re-identification by sym metry-driven accumulation of local features [C]// IEEE Computer Society Conference on Computer Vision and Pattern Recognition, San Francisco, CA, June 13-18, 2010, 18(3): 2360-2367.
[9] [9] Cheng D S, Cristani M, Stoppa M, et al. Custom pictorial structures for re-identification [C]// British Machine Vision Conference, Dundee, UK, August 29 - September 2, 2011, 4(2): 1426-1432.
[10] [10] Weinberger K Q, Saul L K. Fast solvers and efficient implementations for distance metric learning [C]// International conference on Machine learning, Helsinki, Finland, June 5-9, 2008, 35(5): 1160-1167.
[11] [11] Davis J V, Kulis B, Jain P, et al. Information-theoretic metric learning [C]// International conference on Machine learning, Corvallis, Oregon, USA, June 20-24, 2007, 34(2): 209-216.
[12] [12] Dikmen M, Akbas E, Huang T S, et al. Pedestrian recognition with a learned metric [C]// Asian Conference on Computer Vision, Queenstown, New Zealand, November 8-12, 2010, 11(4): 501-512.
[13] [13] Weinberger K Q, Blitzer J, Saul L K. Distance metric learning for large margin nearest neighbor classification [J]. The Journal of Machine Learning Research archive(S1532-4435), 2009, 10(12): 207-244.
[14] [14] Prosser B, Zheng W S, Gong S, et al. Person re-identification by support vector ranking [C]// British Machine Vision Conference, Aberystwyth, UK, August 31 -September 3, 2010, 3(1): 24-41.
[15] [15] Luo Juan, GWON O. A comparison of SIFT, PCA-SIFT and SURF [J]. International Jouanal of Image Procesing (S1792-8036), 2003, 45(4): 143-152.
[16] [16] Gray D, Brennan S, Tao H. Evaluating appearance models for recognition, reacquisition, and tracking [C]// IEEE International Workshop on Performance Evaluation for Tracking and Surveillance, Rio de Janeiro, Brazil, October14-16, 2007, 14(2): 1524-1531.
[17] [17] Rakotomamonjy A, Bach F, Canu S, et al. More efficiency in multiple kernel learning [C]// International Conference on Machine Learning, Oregon, USA, June 20-24, 2007, 54(3): 775-782.
[18] [18] Schwartz W R, Davis L S. Learning discriminative appearance-based models using partial least squares [C]// Computer Graphics and Image Processing, Rio de Janeiro, Brazil, October11-15, 2009, 54(1): 322-329.
[19] [19] Zheng W S, Gong S, Xiang T. Person re-identification by probabilistic relative distance comparison [C]// IEEE Conference on Computer Vision and Pattern Recognition, Colorado Springs, USA, June 20-25, 2011: 649-656.
[20] [20] Mazzon R, Tahir S F, Cavallaro A. Person re-identification in crowd [J]. Pattern Recognition Letters(S0167-8655), 2012, 33(14): 1828-1837.
[21] [21] Martin Hirzer, Peter M Roth, Martin Kostinger, et al. Relaxed Pair-wise Learned Metric for Person Re-Identification [C]// European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, S8: 1214-1223.
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LIU Honghai, HOU Xianghua, JIANG Yunliang, HUANG Xu. Person Re-identification Based on Multi-kernel Support Vector Machine by Multi-instance Learning[J]. Opto-Electronic Engineering, 2014, 41(11): 16
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Received: Jan. 23, 2014
Accepted: --
Published Online: Dec. 8, 2014
The Author Email: Honghai LIU (liuhonghaihutc@163.com)