Unsupervised Clustering of Social Events

By Matthias Zeppelzauer, Maia Zaharieva, and Manfred Del Fabro

Abstract

This paper describes our contribution to the social event de- tection (SED) task of the MediaEval Benchmark 2013. We present a robust unsupervised approach for the clustering of tagged photos and videos into social events. Results on the SED datasets show that the proposed approach yields an ex- cellent generalization ability and state-of-the-art clustering performance.

Reference

M. Zeppelzauer, M. Zaharieva, M. Del Fabro: "Unsupervised Clustering of Social Events"; in: "CEUR Workshop Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop", issued by: http://ceur-ws.org/Vol-1043/; CEUR-WS.org, 2013, ISSN: 1613-0073, 2 pages.

BibTeX

@inproceedings{TUW-223906,     author = {Zeppelzauer, Matthias and Zaharieva, Maia and Del Fabro, Manfred},     title = {Unsupervised Clustering of Social Events},     booktitle = {CEUR Workshop Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop},     year = {2013},     organization = {http://ceur-ws.org/Vol-1043/},     publisher = {CEUR-WS.org},     numpages = {2},     url = {http://publik.tuwien.ac.at/files/PubDat_223906.pdf},     issn = {1613-0073} } Click into the text area and press Ctrl+A/Ctrl+C or ⌘+A/⌘+C to copy the BibTeX into your clipboard… or download the BibTeX.