Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set

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

Volumn , Issue , 2012, Pages 3330-3337

  Liu, Si ^a,b   Song, Zheng ^a   Liu, Guangcan ^a   Xu, Changsheng ^b   Lu, Hanqing ^b   Yan, Shuicheng ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; EXPERIMENTAL EVALUATION; HUMAN POSE; OFFLINE; ONLINE SHOPPING; ONLINE SHOPS; PRACTICAL PROBLEMS; SPARSE RECONSTRUCTION; TRANSFER MATRIXES;

COMPUTER VISION; TRANSFER MATRIX METHOD;

ELECTRONIC COMMERCE;

EID: 84866654760     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6248071     Document Type: Conference Paper

References (21)

1. T. Berg, A. Berg, and J. Shih. Automatic attribute discovery and characterization from noisy web data. In ECCV, 2010. 3
2. M. Berkowitz and G. Haines Jr. Relative attributes. In ICCV, 2011. 3
3. D. Bertsekas. Constrained optimization and lagrange multiplier methods. Computer Science and Applied Mathematics, 1982. 6
4. L. Bourdev, S. Maji, T. Brox, and J. Malik. Detecting people using mutually consistent poselet activations. In ECCV, 2010. 3, 4
5. L. Bourdev, S. Maji, and J. Malik. Describing people: A poselet-based approach to attribute classification. In ICCV, 2011. 3, 5
6. X. Chao, M. Huiskes, T. Gritti, and C. Ciuhu. A framework for robust feature selection for real-time fashion style recommendation. In ICME, 2009. 3
7. H. Chen, Z. Xu, Z. Liu, and S. Zhu. Composite templates for cloth modeling and sketching. In CVPR, 2006. 2
8. J. Deng, A. Berg, and L. Fei-Fei. Hierarchical semantic indexing for large scale image retrieval. In SIAM J. Scientific Computing, 2010. 6
9. A. Farhadi, I. Endres, D. Hoiem, and D. Forsyth. Describing objects by their attributes. In CVPR, 2009. 3
10. R. Feris and L. Davis. Image ranking and retrieval based on multi-attribute queries. In CVPR, 2011. 6
11. Z. L. Guangcan Liu and Y. Y. Robust subspace segmentation by low-rank representation. In ICML, 2010. 6
12. B. Hasan and D. Hogg. Segmentation using deformable spatial priors with application to clothing. In BMVC, 2010. 2
13. C. Lampert, H. Nickisch, and S. Harmeling. Learning to detect unseen object classes by between-class attribute transfer. In CVPR, 2009. 3
14. Z. Lin, M. Chen, L.Wu, and Y. Ma. The augmented lagrange multiplier method for exact recovery of corrupted low-rank matrices. Arxiv preprint, 2010. 6
15. S. Pan and Q. Yang. A survey on transfer learning. TKDE, 2010. 3
16. Z. Song, M. Wang, X. Hua, and S. Yan. Predicting occupation via human clothing and contexts. In ICCV, 2011. 3, 5
17. N. Wang and H. Ai. Who blocks who: Simultaneous clothing segmentation for grouping images. In ICCV, 2011. 2
18. X. Wang and T. Zhang. Clothes search in consumer photos via color matching and attribute learning. In ACM MM, 2011. 3
19. J. Wright, A. Yang, A. Ganesh, S. Sastry, and Y. Ma. Robust face recognition via sparse representation. TPAMI, 2009. 5
20. M. Yang and K. Yu. Real-time clothing recognition in surveillance videos. In ICIP, 2011. 2, 3
21. Y. Yang and D. Ramanan. Articulated pose estimation with flexible mixtures of-parts. In CVPR, 2011. 2, 3, 4