Codebook reconstruction with holistic information fusion

IET Computer Vision

Volumn 6, Issue 6, 2012, Pages 626-634

  Zhao, Y ^a   Zhang, Z ^a   Wang, Y ^a  

^a BEIHANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CODEBOOK CONSTRUCTIONS; CORRELATION FEEDBACK; DICTIONARY CONSTRUCTIONS; LABEL PROPAGATION; LOCAL FEATURE VECTORS; LOCALITY PRESERVING PROJECTIONS; SEMANTIC SIMILARITY; TRAINING AND TESTING;

COMPUTER SCIENCE; COMPUTER VISION; SOFTWARE ENGINEERING;

SEMANTICS;

EID: 84879719477     PISSN: 17519632     EISSN: 17519640     Source Type: Journal    
DOI: 10.1049/iet-cvi.2012.0056     Document Type: Article

References (29)

1. Csurka, G., Dance, C.R., Fan, L., Willamowski, J., Bray, C.: 'Visual categorization with bags of keypoints'. European Conf. Computer Vision, 2004, pp. 1-22
2. He, X., Niyogi, P.: 'Locality preserving projections, In advances in neural information processing systems 16' Thrun S., Saul L. Scholkopt B. (Eds.) (MIT Press, 2003)
3. Bai, X., Xingwei, Y., Latecki, L.J., Wenyu, L., Tu, Z.: 'Learning context-sensitive shape similarity by graph transduction', IEEE Trans. Pattern Anal. Mach. Intell., 2010, 32, pp. 861-874
4. Schiele, B., Crowley, J.L.: 'Recognition without correspondence using multidimensional receptive field histograms', Int. J. Comput. Vis., 2000, 36, pp. 31-50
5. Swain, M.J., Ballard, D.H.: 'Color indexing', Int. J. Comput. Vis., 1991, 7, pp. 11-32
6. Fei-Fei, L., Perona, P.: 'A Bayesian hierarchical model for learning natural scene categories'. IEEE Computer Society Conf. on Computer Vision and Pattern Recognition, 2005, pp. 524-531
7. Lazebnik, S., Schmid, C., Ponce, J.: 'Beyond bags of features: spatial pyramid matching for recognizing natural scene categories'. Proc. Conf. on Computer Vision and Pattern Recognition, 2006, pp. 2169-2178
8. Battiato, S., Farinella, G.M., Gallo, G., Ravi, D.: 'Exploiting textons distributions on spatial hierarchy for scene classification', EURASIP J. Image Video Process., 2010, 2010, pp. 1-13
9. Battiato, S., Farinella, G.M., Guarnera, G.C., et al.: 'Bags of phrases with codebooks alignment for near duplicate image detection'. Proc. Second ACM workshop on Multimedia in forensics, security and intelligence, MiFor'10, 2010, pp. 65-70
10. Savarese, S., Winn, J., Criminisi, A.: 'Discriminative object class models of appearance and shape by correlatons'. Proc. 2006 IEEE Computer Society Conf. Computer Vision and Pattern Recognition, 2006, vol. 2, pp. 2033-2040
11. Felzenszwalb, P.F., Girshick, R.B., McAllester, D., Ramanan, D.: 'Object detection with discriminatively trained part-based models', IEEE Trans. Pattern Anal. Mach. Intell., 2010, 32, pp. 1627-1645
12. Van Gemert, J.C., Veenman, C.J., Smeulders, A.W.M., Geusebroek, J.M.: 'Visual word ambiguity', IEEE Trans. Pattern Anal. Mach. Intell., 2010, 32, (7), pp. 1271-1283
13. Lazebnik, S., Raginsky, M.: 'Supervised learning of quantizer codebooks by information loss minimization', IEEE Trans. Pattern Anal. Mach. Intell., 2009, 31, pp. 1294-1309
14. Yang, J., Kai, Y., Thomas, H.: 'Supervised translation-invariant sparse coding'. Conf. on Computer Vision and Pattern Recognition, 2010, pp. 3517-3524
15. Brian, F., Vedaldi, A., Soatto, S.: 'Localizing objects with smart dictionaries'. European Conf. on Computer Vision, 2008, pp. 179-192
16. Winn, J., Criminisi, A., Minka, T.: 'Object categorization by learned universal visual dictionary'. Proc. Tenth IEEE Int. Conf. Computer Vision, 2005, vol. 2, pp. 1800-1807
17. Sam, T.R., Lawrence, K.S.: 'Nonlinear dimensionality reduction by locally linear embedding', SCIENCE, 2000, 290, pp. 2323-2326
18. Tenenbaum, J.B., Silva, V., Langford, J.C.: 'A global geometric framework for nonlinear dimensionality reduction', Science, 2000, 290, pp. 2319-2323
19. Pearson, K.: 'On lines and planes of closest fit to systems of points in space', Phil. Mag., 1901, 2, (6), pp. 559-572
20. Borg, I., Groenen, P.: 'Modern multidimensional scaling: theory and applications', Springer, 2005
21. Luxburg, U.V., Belkin, M., Bousquet, O.: 'A tutorial on spectral clustering', Statistics and computing 17.4, 2007, pp. 395-416
22. Belkin, M., Niyogi, P.: 'Laplacian eigenmaps and spectral techniques for embedding and clustering', Adv. Neural Inf. Process. Syst., 2001, 14, pp. 585-591
23. He, X., Yan, S., Hu, Y., Niyogi, P., Jiang Zhang, H.: 'Face recognition using Laplacian faces', IEEE Trans. Pattern Anal. Mach. Intell., 2005, 27, pp. 328-340
24. Cai, D., He, X., Han, J.: 'Document clustering using locality preserving indexing', IEEE Trans. Knowl. Data Eng., 2005, 17, (12), 1624-1637
25. Zhao, Y., Zhang, Z., Wang, Y.: 'Codebook reconstruction with word correlation feedback mechanism'. Int. Conf. on Image and Graphics, 2011, pp. 418-423
26. Page, L., Brin, S., Motwani, R., Winograd, T.: 'The pagerank citation ranking: bringing order to the web., Technical Report' (Stanford InfoLab, 1999)
27. Deng, J., Dong, W., Socher, R., Jia Li, L., Li, K., Fei-Fei, L.: 'Imagenet: a large-scale hierarchical image database'. Proc. CVPR, 2009, pp. 248- 255
28. Stark, M.M., Riesenfeld, R.F.: 'Wordnet: an electronic lexical database', in 'Proc. 11th Eurographics Workshop on Rendering' (MIT Press, 1998), pp. 39-41
29. Li, L.-J., Fei-Fei, L.: 'What, where and who? Classifying event by scene and object recognition'. Proc. IEEE Int. Conf. on Computer Vision (ICCV), 2007, pp. 1-8