PRISM: Concept-preserving social image search results summarization

SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval

Volumn , Issue , 2014, Pages 737-746

  Seah, Boon Siew ^a   Bhowmick, Sourav S ^a   Sun, Aixin ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Flickr; Image search summarization; Tag based image search

Indexed keywords

CLUSTERING ALGORITHMS; INFORMATION RETRIEVAL; SEARCH ENGINES;

COHERENT CLUSTERS; EMPIRICAL STUDIES; FLICKR; IMAGE SEARCH; IMAGE SUMMARIZATION; SOCIAL IMAGE SEARCHES; VISUAL FEATURE; VISUAL SIMILARITY;

PRISMS;

EID: 84904564432     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2600428.2609586     Document Type: Conference Paper

References (20)

1. M. B. Blaschko and C. H. Lampert. Correlational spectral clustering. In IEEE CVPR, 2008.
2. D. Cai, et al. Hierarchical clustering of WWW image search results using visual, textual and link information. In ACM MM, 2004.
3. H. Cheng, et al. Clustering large attributed information networks: an efficient incremental computing approach. Data Mining and Knowledge Discovery, 25(3), March 2012.
4. T-S. Chua, et al. NUS-WIDE: a real-world web image database from National University of Singapore. In ACM CIVR, 2009.
5. V. Chvatal. A Greedy Heuristic for the Set-Covering Problem. Mathematics of Operations Research, 4(3):233-235, 1979.
6. B. J Frey and D. Dueck. Clustering by passing messages between data points. Science, 315(5814):972-976, 2007.
7. Y. Jia, et al. Finding image exemplars using fast sparse affinity propagation. In ACM MM, 2008.
8. Y. Jing and S. Baluja. VisualRank: applying PageRank to large-scale image search. IEEE PAMI, 30(11):1877-90, November 2008.
9. Z. Li, et al. Grouping WWW Image Search Results by Novel Inhomogeneous Clustering Method. In Proc. IEEE International Multimedia Modelling Conference, 2005.
10. P.-A. Moëllic, et al. Image clustering based on a shared nearest neighbors approach for tagged collections. In ACM CIVR, 2008.
11. T. Opsahl and P. Panzarasa. Clustering in weighted networks. Social Networks, 31(2):155-163, 2009.
12. R. Raguram and S. Lazebnik. Computing iconic summaries of general visual concepts. In CVPR Workshops, 2008.
13. M. Rege, M. Dong, and J. Hua. Graph theoretical framework for simultaneously integrating visual and textual features for efficient web image clustering. In ACM WWW, 2008.
14. B. S. Seah, et al. Summarizing Social Image Search Results. In ACM WWW, 2014.
15. I. Simon, et al. Scene Summarization for Online Image Collections. In IEEE ICCV, 2007.
16. A. Sun, S. S. Bhowmick, et al. Tag-based social image retrieval: An empirical evaluation, JASIST, 62(12), 2011.
17. B. Q. Truong, et al. CASIS: a system for concept-aware social image search. In ACM WWW, 2012.
18. R. H. van Leuken, et al. Visual diversification of image search results. In ACM WWW, 2009.
19. S. Wang, et al. IGroup: presenting web image search results in semantic clusters. In ACM CHI, 2007.
20. H. Xu, et al. Hybrid image summarization. In ACM MM, 2011.