Exploring relations of visual codes for image classification

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2011, Pages 1649-1656

  Huang, Yongzhen ^a   Huang, Kaiqi ^a   Wang, Chong ^a   Tan, Tieniu ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); CODES (SYMBOLS);

BAG OF FEATURES; CODEBOOKS; LOCAL FEATURE; SINGLE-VALUE;

IMAGE CLASSIFICATION;

EID: 80052891495     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2011.5995655     Document Type: Conference Paper

References (23)

1. www.vision. caltech.edu/Image-Datasets/Caltech101/.
2. http://www.vlfeat.org/.
3. http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
4. http://www.cs.unc.edu/~lazebnik/research/scene-categories.zip/.
5. S. Belongie, J. Malik, and J. Puzicha. Shape matching and object recognition using shape contexts. IEEE Trans. on Pattern Analysis and Machine Intelligence, 24(4):509-522, 2002.
6. D. M. Bradley and J. A. Bagnell. Differential sparse coding. NIPS, 2008.
7. G. Csurka, C. Bray, C. Dance, and L. Fan. Visual categorization with bags of keypoints. ECCV, 2004.
8. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. CVPR, 2005.
9. G. Griffin, A. Holub, and P. Perona. Caltech-256 object category dataset, 2007.
10. C. Harris and M. Stephens. A combined corner and edge detector. Proceedings of the Fourth Alvey Vision Conference, pages 147-151, 1988.
11. S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. CVPR, 2006.
12. D. G. Lowe. Distinctive image features from dcale-invariant key-points. International Journal of Computer Vision, 2(60):91-110, 2004.
13. J. Matas, O. Chum, M. Urban, and T. Pajdla. Robust widebaseline stereo from maximally stable extremal regions. Image and Vision Computing, 22(10):761-767, 2004.
14. K. Mikolajczyk and C. Schmid. Scale and affine invariant interest point detectors. International Journal of Computer Vision, 60(1):63-86, 2004.
15. K. Mikolajczyk and C. Schmid. A performance evaluation of local descriptors. IEEE Trans. on Pattern Analysis and Machine Intelligence, 27(10):1615-1630, 2005.
16. S. P. Lloyd. Least squares quantization in pcm. IEEE Transactions on Information Theory, 28(2):129-137, 1982.
17. J. van Gemert, J. Geusebroek, C. Veenman, and A. Smeulders. Kernel codebooks for scene categorization. ECCV, 2008.
18. P. Viola and M. Jones. Robust real-time object detection. Proc. of IEEE Workshop on Statistical and Computa-tional Theories of Vision, 2001.
19. J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong. Locality-constrained linear coding for image classification. CVPR, 2010.
20. J. Yang, K. Yu, Y. Gong, and T. Huang. Linear spatial pyramid matching using sparse coding for image classification. CVPR, 2009.
21. J. Yang, K. Yu, and T. Huang. Supervised translationinvariant sparse coding. CVPR, 2010.
22. K. Yu, T. Wang, and Y. Gong. Nonlinear learning using local coordinate coding. NIPS, 2009.
23. H. Zhang, A. Berg, M. Maire, and J. Malik. Svm-knn: Discriminative nearest heighbor classification for visual category recognition. CVPR, 2006.