ClustTour: City exploration by use of hybrid photo clustering

MM'10 - Proceedings of the ACM Multimedia 2010 International Conference

Volumn , Issue , 2010, Pages 1617-1620

  Papadopoulos, Symeon ^a   Zigkolis, Christos ^a   Kapiris, Stefanos ^b   Kompatsiaris, Yiannis ^a   Vakali, Athena ^b  

^a INFORMATICS AND TELEMATICS INSTITUTE   (Greece)

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

clustering; event and landmark detection; tagging

Indexed keywords

BARCELONA; CLUSTERING; DATA SETS; EVENT DETECTION; GRAPH-BASED; LANDMARK DETECTION; MAJOR CITIES; PHOTO CLUSTERING; TAGGED PHOTOS; TAGGING;

VISUALIZATION;

CLUSTERING ALGORITHMS;

EID: 78650979476     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1873951.1874302     Document Type: Conference Paper

References (14)

1. H. Becker, M. Naaman, and L. Gravano. Learning similarity metrics for event identification in social media. In WSDM '10, pages 291-300, New York, NY, USA, 2010. ACM.
2. L. Chen and A. Roy. Event detection from flickr data through wavelet-based spatial analysis. In CIKM '09, pages 523-532, New York, NY, USA, 2009. ACM.
3. D. J. Crandall, L. Backstrom, D. Huttenlocher, and J. Kleinberg. Mapping the world's photos. In WWW '09, pages 761-770, New York, NY, USA, 2009. ACM.
4. D. Joshi and J. Luo. Inferring generic activities and events from image content and bags of geo-tags. In CIVR '08, pages 37-46, NY, USA, 2008. ACM.
5. L. S. Kennedy and M. Naaman. Generating diverse and representative image search results for landmarks. In WWW '08, pages 297-306, NY, USA, 2008. ACM.
6. X. Li, C. Wu, C. Zach, S. Lazebnik, and J.-M. Frahm. Modeling and recognition of landmark image collections using iconic scene graphs. In ECCV '08, pages 427-440. Springer-Verlag, 2008.
7. D. G. Lowe. Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision, 60(2):91-110, 2004.
8. S. Papadopoulos, C. Zigkolis, G. Tolias, Y. Kalantidis, P. Mylonas, Y. Kompatsiaris, and A. Vakali. Image clustering through community detection on hybrid image similarity graphs. In ICIP '10. IEEE, 2010.
9. A. Popescu, G. Grefenstette, and P.-A. Moëllic. Mining tourist information from user-supplied collections. In CIKM '09, pages 1713-1716, New York, NY, USA, 2009. ACM.
10. T. Quack, B. Leibe, and L. Van Gool. World-scale mining of objects and events from community photo collections. In CIVR '08, pages 47-56, New York, NY, USA, 2008. ACM.
11. T. Rattenbury, N. Good, and M. Naaman. Towards automatic extraction of event and place semantics from flickr tags. In SIGIR '07, pages 103-110, NY, USA, 2007. ACM.
12. K. E. A. van de Sande, T. Gevers, and C. G. M. Snoek. Evaluation of color descriptors for object and scene recognition. In CVPR'08, Anchorage, Alaska, USA, 2008.
13. X. Xu, N. Yuruk, Z. Feng, and T. A. J. Schweiger. Scan: a structural clustering algorithm for networks. In KDD '07, pages 824-833, NY, USA, 2007. ACM.
14. Y.-T. Zheng. Tour the world: a technical demonstration of a web-scale landmark recognition engine. In MM '09, pages 961-962, USA, 2009. ACM.