Getting the look: Clothing recognition and segmentation for automatic product suggestions in everyday photos

ICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval

Volumn , Issue , 2013, Pages 105-112

  Kalantidis, Yannis ^a,b   Kennedy, Lyndon ^a   Li, Li Jia ^a  

^a YAHOO RESEARCH   (United States)

^b NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

clothing detection; clothing segmentation; clothing suggestion; large scale retrieval; product recommendation

Indexed keywords

ARTICULATED POSE ESTIMATIONS; CLEAN ENVIRONMENT; CLOTHING SEGMENTATIONS; CLOTHING SUGGESTION; DETECTION PERFORMANCE; IMAGE RETRIEVAL TECHNIQUES; LARGE-SCALE RETRIEVAL; PRODUCT RECOMMENDATION;

ELECTRONIC COMMERCE; METADATA; QUERY PROCESSING;

IMAGE SEGMENTATION;

EID: 84877599575     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2461466.2461485     Document Type: Conference Paper

References (17)

1. Y. Avrithis and Y. Kalantidis. Approximate gaussian mixtures for large scale vocabularies. In ECCV, 2012.
2. H. Chen, A. Gallagher, and B. Girod. Describing clothing by semantic attributes. In ECCV, 2012.
3. G. Cushen and M.S. Nixon. Real-time semantic clothing segmentation. In ISVC, 2012.
4. P.F. Felzenszwalb and D.P. Huttenlocher. Efficient graph-based image segmentation. IJCV, 59(2):167-181, 2004.
5. A.C. Gallagher and T. Chen. Clothing cosegmentation for recognizing people. In CVPR, 2008.
6. A. Gionis, P. Indyk, R. Motwani, et al. Similarity search in high dimensions via hashing. In VLDB, 1999.
7. S. Liu, J. Feng, Z. Song, T. Zhang, H. Lu, C. Xu, and S. Yan. Hi, magic closet, tell me what to wear! In ACM Multimedia, 2012.
8. S. Liu, Z. Song, G. Liu, C. Xu, H. Lu, and S. Yan. Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set. In CVPR, 2012.
9. D.G. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004.
10. Muja M. and Lowe D.G. Fast approximate nearest neighbors with automatic algorithm configuration. In VISSAPP'09, 2009.
11. T. Ojala, M. Pietikainen, and T. Maenpaa. Multiresolution gray-scale and rotation invariant texture classiffication with local binary patterns. PAMI, 24(7):971-987, 2002. (Pubitemid 34835471)
12. C. Rother, V. Kolmogorov, and A. Blake. Grabcut: Interactive foreground extraction using iterated graph cuts. In TOG, volume 23, pages 309-314, 2004.
13. C. Silpa-Anan and R. Hartley. Optimised kd-trees for fast image descriptor matching. In CVPR, pages 1-8. IEEE, 2008.
14. Z. Song, M. Wang, X. Hua, and S. Yan. Predicting occupation via human clothing and contexts. In ICCV, 2011.
15. N. Wang and H. Ai. Who blocks who: Simultaneous clothing segmentation for grouping images. In ICCV, 2011.
16. K. Yamaguchi, M.H. Kiapour, L.E. Ortiz, and T.L. Berg. Parsing clothing in fashion photographs. In CVPR, 2012.
17. Y. Yang and D. Ramanan. Articulated pose estimation with flexible mixtures-of-parts. In CVPR, 2011.