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Issue No.01 - January-March (2011 vol.18)
pp: 52-63
Symeon Papadopoulos , Centre for Research and Technology Hellas
Christos Zigkolis , Centre for Research and Technology Hellas
Yiannis Kompatsiaris , Centre for Research and Technology Hellas
Athena Vakali , Aristotle University
ABSTRACT
<p>An image analysis scheme can automate the detection of landmarks and events in large image collections, significantly improving the content-consumption experience. The Web extra includes a video that illustrates a new approach for mining landmarks and events in large, tagged photo collections. View the same Web extra online at http://www.youtube.com/watch?v=UbZpj9BjfMg.</p>
INDEX TERMS
Web mining, multimedia information systems, clustering
CITATION
Symeon Papadopoulos, Christos Zigkolis, Yiannis Kompatsiaris, Athena Vakali, "Cluster-Based Landmark and Event Detection for Tagged Photo Collections", IEEE MultiMedia, vol.18, no. 1, pp. 52-63, January-March 2011, doi:10.1109/MMUL.2010.68
REFERENCES
1. S. Fortunato, "Community Detection in Graphs," Physics Reports, vol. 486, 2010, pp. 75-174.
2. D.G. Lowe, "Distinctive Image Features from Scale-Invariant Keypoints," Int'l J. Computer Vision, vol. 60, no. 2, 2004, pp. 91-110 (software available at http://www.cs.ubc.ca/~lowekeypoints/).
3. K.E.A. Van de Sande, T. Gevers, and C.G.M. Snoek, "Evaluating Color Descriptors for Object and Scene Recognition," to be published in IEEE Trans. Pattern Analysis and Machine Intelligence, 2010.
4. R. Zhao and W.I. Grosky, "Narrowing the Semantic Gap—Improved Text-Based Web Document Retrieval Using Visual Features," IEEE Trans. Multimedia, vol. 4, no. 2, 2002, pp. 189-200.
5. X. Xu et al., "SCAN: A Structural Clustering Algorithm for Networks," Proc. 13th ACM SIGKDD Int'l Conf. Knowledge Discovery and Data Mining, ACM Press, 2007, pp. 824-833.
6. T. Quack, B. Leibe, and L. Van Gool, "World-Scale Mining of Objects and Events from Community Photo Collections," Proc. Int'l Conf. Content-Based Image and Video Retrieval, ACM Press, 2008, pp. 47-56.
7. X. Li, "Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs," Proc. 10th European Conf. Computer Vision, LNCS 5302. Springer-Verlag, 2008, pp. 427-440.
8. L.S. Kennedy and M. Naaman, "Generating Diverse and Representative Image Search Results for Landmarks," Proc. 17th Int'l Conf. World Wide Web, ACM Press, 2008, pp. 297-306.
9. S. Papadopoulos et al., "Image Clustering through Community Detection on Hybrid Image Similarity Graphs," Proc. Int'l Conf. Image Processing, IEEE Press, 2010.
10. S. Papadopoulos et al., "ClustTour: City Exploration by use of Hybrid Photo Clustering," Technical Demos Program ACM Multimedia Int'l Conf., ACM Press, 2010.
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