Semantic image browser: Bridging information visualization with automated intelligent image analysis

IEEE Symposium on Visual Analytics Science and Technology 2006, VAST 2006 - Proceedings

Volumn , Issue , 2006, Pages 191-198

  Yang, Jing ^a   Fan, Jianping ^a   Hubball, Daniel ^a   Gao, Yuli ^a   Luo, Hangzai ^a   Ribarsky, William ^a   Ward, Matthew ^b  

^a University of North Carolina at Charlotte   (United States)

^b WORCESTER POLYTECHNIC INSTITUTE   (United States)

Author keywords

Image layout; Image retrieval; Multi dimensional visualization; Semantic image classification; Visual analytics

Indexed keywords

IMAGE LAYOUT; MULTI-DIMENSIONAL VISUALIZATION; SEMANTIC IMAGE CLASSIFICATION; VISUAL ANALYTICS;

DATA VISUALIZATION; IMAGE QUALITY; INTELLIGENT SYSTEMS; MULTI AGENT SYSTEMS; SEMANTICS; VISUAL SERVOING;

IMAGE RETRIEVAL;

EID: 33947591864     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VAST.2006.261425     Document Type: Conference Paper

References (23)

1. The corel image collection, http://www.corel.com.
2. The labelme dataset. http://people.csail.mit.edu/brussell/research/ LabelMe.
3. L. Armitage and P. Enser. Analysis of user need in image archives. Journal of Information Science, 23(4):287-299, 1997.
4. B. Bederson. Photomesa: a zoomable image browser using quantum treemaps and bubblemaps. UIST 2001, pages 71-80, 2001.
5. C. Bentley and M. Ward. Animating multidimensional scaling to visualize n- dimensional data sets. Proc. IEEE Symposium on Information Visualization, pages 72-73, 1996.
6. J. Fan, Y. Gao, H. Luo, and G. Xu. Automatic image annotation by using concept-sensitive salient objects for image content representation. International Conference on Research and Development in Information Retrieval (SIGIR), pages 361-368, 2004.
7. Y. Gao, J. Fan, H. Luo, X. Xue, and R. Jain. Automatic image annotation by incorporating feature hierarchy and boosting to scale up svm classifiers. ACM Multimedia, 2006.
8. D. Huynh, S. Drucker, P. Baudisch, and C. Wong. Time quilt: scaling up zoomable photo browsers for large, unstructured photo collections. CHI Extended Abstracts 2005, pages 1937-1940, 2005.
9. T. Jankun-Kelly and K. Ma. Moiregraphs: Radial focus+context visualization and interaction for graphs with visual nodes. Proc. IEEE Symposium on Information Visualization, pages 59-66, 2003.
10. H. Kang and B. Shneiderman. Visualization methods for personal photo collections: Browsing and searching in the photofinder. IEEE International Conference on Multimedia and Expo (III) 2000, pages 1539-1542, 2000.
11. D. Keim, H.-P. Kriegel, and M. Ankerst. Recursive pattern: a technique for visualizing very large amounts of data. Proc. IEEE Visualization '95, pages 279-286, 1995.
12. J. Kustanowitz and B. Shneiderman. Meaningful presentations of photo libraries: rationale and applications of bi-level radial quantum layouts. ACM/IEEE Joint Conference on Digital Libraries, pages 188-196, 2005.
13. S. Ornager. Image retrieval: Theoretical and empirical user studies on accessing information in images. ASIS 97: Proceedings of the 60 th ASIS Annual Meeting, 34:202-211, 1997.
14. K. Rodden, W. Basalaj, D. Sinclair, and K. Wood. Evaluating a visualization of image similarity as a tool for image browsing. Proc. IEEE Symposium on Information Visualization, pages 36-43, 1999.
15. K. Rodden, W Basalaj, D. Sinclair, and K. Wood. Does organisation by similarity assist image browsing? Proc. ACM SIGCHI Conference on Human Factors in Computing Systems, pages 190-197, 2001.
16. Y. Rubner, C. Tomasi, and L. Guibas. A metric for distributions with applications to image databases. IEEE International Conference on Computer Vision, pages 59-66, 1998.
17. A. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain. Content-based image retrieval at the end of the early years. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 22(12): 1349-1380, 2000.
18. B. Suh, H. Ling, B. Bederson, and D. Jacobs. Automatic thumbnail cropping and its effectiveness. UIST 2003, pages 95-104, 2003.
19. R. Torres, C. Silva, C. Medeiros, and H. Rocha. Visual structures for image browsing. CIKM2003, pages 49-55, 2003.
20. K. Toyama, R. Logan, and A. Roseway. Geographic location tags on digital images. ACM Multimedia 2003, pages 156-166, 2003.
21. J. Wise, J. Thomas, K. Pennock, D. Lantrip, M. Pottier, A. Schur, and V. Crow. Visualizing the non-visual: Spatial analysis and interaction with information from text documents. Proc. IEEE Symposium on Information Visualization, pages 51-58, 1995.
22. J. Yang, A. Patro, S. Huang, N. Mehta, M. Ward, and E. Rundensteiner. Value and relation display for interactive exploration of high dimensional datasets. Proc. IEEE Symposium on Information Visualization, pages 73-80, 2004.
23. J. Yang, M. Ward, E. Rundensteiner, and W Ribarsky. Value and relation display: Interactive visual exploration of large datasets with hundreds of dimensions. Submitted to IEEE Transactions on Visualization and Computer Graphics, Visual Analytics Special Issue.