Photo clustering of social events by extending photoTOC to a rich context
作者： Irene Gris-Sarabia , Daniel Manchon Vizuete , Xavier Giró Nieto
DOI:
关键词:
摘要: The popularisation of the storage photos on cloud has opened new opportunities and challenges for organisation extension photo collections. This paper presents a light computational solution clustering web based social events. proposal combines first over-segmentation collections each user temporal cues, as previously proposed in PhotoTOC. On second stage, resulting mini-clusters are merged contextual metadata such geolocation, keywords IDs. Results indicate that, although cues very relevant event clustering, robust solutions should also consider all these additional features
参考文章(17)
Anna Huang, Similarity Measures for Text Document Clustering ,(2008)
Taufik Edy Sutanto, Richi Nayak, ADMRG @ MediaEval 2013 Social Event Detection Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop [CEUR Workshop Proceedings, Volume, 1043]. ,(2013)
Hans-Peter Kriegel, Martin Ester, Jörg Sander, Xiaowei Xu, A density-based algorithm for discovering clusters in large spatial Databases with Noise knowledge discovery and data mining. pp. 226- 231 ,(1996)
Timo Reuter, Symeon Papadopoulos, Vasilios Mezaris, Philipp Cimiano, ReSEED: social event dEtection dataset acm sigmm conference on multimedia systems. pp. 35- 40 ,(2014) , 10.1145/2557642.2563674
Edith Law, Luis von Ahn, Input-agreement: a new mechanism for collecting data using human computation games human factors in computing systems. pp. 1197- 1206 ,(2009) , 10.1145/1518701.1518881
Minh-Son Dao, Giulia Boato, Francesco G.B. De Natale, Truc-Vien Nguyen, Jointly exploiting visual and non-visual information for event-related social media retrieval Proceedings of the 3rd ACM conference on International conference on multimedia retrieval - ICMR '13. pp. 159- 166 ,(2013) , 10.1145/2461466.2461494
Georgios Petkos, Symeon Papadopoulos, Yiannis Kompatsiaris, Social event detection using multimodal clustering and integrating supervisory signals international conference on multimedia retrieval. pp. 23- ,(2012) , 10.1145/2324796.2324825
David Dupplaw, Nicholas Gibbins, Sina Samangooei, Jamie Davies, Mahesan Niranjan, Paul H. Lewis, Jonathon S. Hare, Neha Jain, John Preston, Social Event Detection via sparse multi-modal feature selection and incremental density based clustering MediaEval. ,(2013)
Mor Naaman, Rahul Nair, ZoneTag's Collaborative Tag Suggestions: What is This Person Doing in My Phone? IEEE MultiMedia. ,vol. 15, pp. 34- 40 ,(2008) , 10.1109/MMUL.2008.69
J.C. Platt, M. Czerwinski, B.A. Field, PhotoTOC: automatic clustering for browsing personal photographs pacific rim conference on multimedia. ,vol. 1, pp. 6- 10 ,(2003) , 10.1109/ICICS.2003.1292402