Content-based tag processing for Internet social images

Multimedia Tools and Applications

Volumn 51, Issue 2, 2011, Pages 723-738

  Liu, Dong ^a   Hua, Xian Sheng ^b   Zhang, Hong Jiang ^c  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b MICROSOFT RESEARCH ASIA   (China)

^c Microsoft Adv Tech Center   (China)

Author keywords

Social images; Tag processing; Tag ranking; Tag refinement; Tag to region assignment

Indexed keywords

SOCIAL IMAGES; TAG PROCESSING; TAG RANKING; TAG REFINEMENT; TAG-TO-REGION ASSIGNMENT;

INTERNET;

INDUSTRIAL RESEARCH;

EID: 79951510447     PISSN: 13807501     EISSN: 15737721     Source Type: Journal    
DOI: 10.1007/s11042-010-0647-3     Document Type: Article

References (29)

1. Anderson P (2007) What is web 2.0? Ideas, technologies and implications for education. JISC technical report
2. Cao L, Fei-Fei L (2007) Spatially coherent latent topic model for concurrent segmentation and classification of objects and scenes. In: IEEE ICCV
3. Chen L, Xu D, Tsang I (2010) Tag-based web photo retrieval improved by batch mode re-tagging. In: IEEE CVPR
4. Chen Y, Zhu L, Yuille A, Zhang H-J (2009) Unsupervised learning of probabilistic object models (poms) for object classification, segmentation, and recognition using knowledge propagation. In: TPAMI
5. Chua T, Tang J, Hong R, Li H, Luo Z, Zheng Y (2009) Nus-wide: a real-world web image database from National University of Singapore. In: ACM CIVR
6. R Datta D Joshi J Li J Wang 2008 Image retrieval: ideas, influences, and trends of the new age ACM Comput Surv 40 2 1 60 10.1145/1348246.1348248 (Pubitemid 351685498)
7. Feng S, Lang C, Xu D (2010) Beyond tag relevance: integrating visual attention model and multi-instance learning for tag saliency ranking. In: ACM CIVR
8. Jeon J, Lavrenko V, Manmatha R. Automatic image annotation and retrieval using cross-media relevance models. In: ACM SIGIR
9. S Jing S Baluja 2008 VisualRank: applying pageRank to large-scale image search TPAMI 30 11 1877 1890
10. Kennedy L, Chang S-F, Kozintsev I (2006) To search or to label?: predicting the performance of search-based automatic image classifiers. In: ACM MIR
11. Kennedy L, Slaney M, Weinberger K (2009) Reliable tags using image similarity: mining specificity and expertise from large-scale multimedia databases. In: ACM WSMC
12. Lee S, Neve W, Ro Y (2010) Image tag refinement along the 'what' dimension using tag categorization and neighbor voting. In: IEEE ICME
13. M Lew N Sebe C Djeraba R Jain 2006 Content-based multimedia information retrieval: state of the art and challenges TOMCCAP 2 1 1 19 10.1145/1126004. 1126005 (Pubitemid 43890693)
14. Li X, Snoek C, Worring M (2008) Learning tag relevance by neighbor voting for social image retrieval. In: ACM MIR
15. X Li C Snoek M Worring 2009 Learning social tag relevance by neighbor voting TMM 11 7 1310 1322
16. Li X, Snoek C, Worring M (2010) Unsupervised multi-feature tag relevance learning for social image retrieval. In: ACM CIVR
17. Liu D, Hua X-S, Yang L, Wang M, Zhang H-J (2009) Tag ranking. In: ACM WWW
18. Liu D, Hua X-S, Wang M, Zhang H-J (2010) Image retagging. In: ACM MM
19. Liu D, Yan S, Rui Y, Zhang H-J (2010) Unified tag analysis with multi-edge graph. In: ACM MM
20. Liu X, Cheng B, Yan S, Tang J, Chua T, Jin H (2009) Label to region by bi-layer sparsity priors. In: ACM MM
21. Lu Y, Zhang L, Tian Q, Ma W (2008) What are the high-level concepts with small semantic gaps? In: IEEE CVPR
22. Rattenbury T, Good N, Naaman M (2007) Towards extracting flickr tag semantics. In: ACM WWW
23. Shotton J, Winn J, Rother C, Criminisi A (2006) Textonboost: joint appearance, shape and context modeling for multi-class object recognition and segmentation. In: ECCV
24. Sigurbjörnsson B, Zwol R (2008) Flickr tag recommendation based on collective knowledge. In: ACM WWW, pp 327-336
25. Wang Z, Feng H, Yan S, Zhang C (2010) Learning to rank tags. In: ACM CIVR
26. Weinberger K, Slaney M, Zwol R (2008) Resolving tag ambiguity. In: ACM MM, pp 111-120
27. Yanai K, Barnard K (2005) Image region entropy: a measure of "visualness" of web images associated with one concept? In: ACM MM
28. Zha J, Yang L, Mei T, Wang M, Wang Z (2009) Visual query suggestion. In: ACM MM
29. Zhu G, Yan S, Ma Y (2010) Image tag refinement towards low-rank, content-tag prior and error sparsity. In: ACM MM