Visual Tracking Using Max-Average Pooling and Weight-Selection Strategy

Journal of Applied Mathematics

Volumn 2014, Issue , 2014, Pages

  Zhu, Suguo ^a   Du, Junping ^a  

^a BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84937057403     PISSN: 1110757X     EISSN: 16870042     Source Type: Journal    
DOI: 10.1155/2014/828907     Document Type: Article

References (20)

1. D. Wang, H. Lu, and M. Yang,"Online object tracking with sparse prototypes, "IEEE Transactions on Image Processing, vol. 22, no. 1, pp. 314-325, 2013
2. Z. Kalal, K. Mikolajczyk, and J. Matas,"Face-TLD: trackinglearning-detection applied to faces, "in Proceedings of the 17th IEEE International Conference on Image Processing (ICIP '10), pp. 3789-3792, Hong Kong, China, September 2010
3. D. A. Ross, J. Lim, R. Lin, and M. Yang,"Incremental learning for robust visual tracking, "International Journal of Computer Vision, vol. 77, no. 1-3, pp. 125-141, 2008
4. D. Comaniciu and P. Meer,"Mean shift: a robust approach toward feature space analysis, "IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 5, pp. 603-619, 2002
5. B. Liu, J. Huang, L. Yang, and C. Kulikowsk,"Robust tracking using local sparse appearance model and K-selection, "in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '11), pp. 1313-1320, Providence, RI, USA, June 2011
6. D. Comaniciu, V. Ramesh, and P. Meer,"Real-time tracking of non-rigid objects using mean shift, "in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '00), pp. 142-149, Hilton Head Island, SC, USA, June 2000
7. B. Li, W. Xiong, W. Hu et al.,"Illumination estimation based on bilayer sparse coding, "in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1423-1429, Portland, Ore, USA, 2013
8. X. Jia, H. Lu, and M. Yang,"Visual tracking via adaptive structural local sparse appearance model, "in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '12), pp. 1822-1829, Providence, RI, USA, June 2012
9. H. P. Liu and F. C. Sun,"Fusion tracking in color and infrared images using joint sparse representation, "Science China: Information Sciences, vol. 55, no. 3, pp. 590-599, 2012
10. K. Jarrett, K. Kavukcuoglu, M. Ranzato, and Y. LeCun,"What is the best multi-stage architecture for object recognition?"in Proceedings of IEEE 12th International Conference on Computer Vision (ICCV '09), pp. 2146-2153, Kyoto, Japan, October 2009
11. J. Yang, K. Yu, Y. Gong, and T. Huang,"Linear spatial pyramid matching using sparse coding for image classification, "in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR '09), pp. 1794-1801, Miami, Fla, USA, June 2009
12. Y.-L. Boureau, F. Bach, Y. LeCun, and J. Ponce,"Learning mid-level features for recognition, "in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '10), pp. 2559-2566, San Francisco, Calif, USA, June 2010
13. Y. Boureau, J. Ponce, and Y. Lecun,"A theoretical analysis of feature pooling in visual recognition, "in Proceedings of the 27th International Conference on Machine Learning (ICML '10), pp. 111-118, Haifa, Israel, June 2010
14. P. Sarkar,"Sequential Monte Carlo methods in practice, "Technometrics, vol. 45, no. 1, p. 106, 2003
15. P. Ghosh and B. S. Manjunath,"Robust simultaneous registration and segmentation with sparse error reconstruction, "IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 2, pp. 425-436, 2013
16. T. Zhang, B. Ghanem, S. Liu, and N. Ahuja,"Robust visual tracking via multi-task sparse learning, "in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '12), pp. 2042-2049, Providence, RI, USA, June 2012
17. Y. Cong, J. Yuan, and J. Liu,"Sparse reconstruction cost for abnormal event detection, "in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '11), pp. 3449-3456, Providence, RI, USA, June 2011
18. S. He, Q. Yang, W. H. R. Lau et al.,"Visual tracking via locality sensitive histograms, "in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2427-2434, Portland, Ore, USA, 2013
19. G. Carneiro and J. C. Nascimento,"The fusion of deep learning architectures and particle filtering applied to lip tracking, "in Proceedings of the 20th International Conference on Pattern Recognition (ICPR '10), pp. 2065-2068, Istanbul, Turkey, August 2010
20. J. Mairal, F. Bach, J. Ponce, and G. Sapiro,"Online learning for matrix factorization and sparse coding, "Journal of Machine Learning Research, vol. 11, pp. 19-60, 2010