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  1. Proceedings of the 3rd ACM SIGMM international workshop on Social media (WSM '11)
  2. Multimodal location estimation on Flickr videos
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Mining social media: issues and challenges
Using social media to identify events
Large-scale social media mining in facebook
Multimodal location estimation on Flickr videos
Photo stream alignment for collaborative photo collection and sharing in social media
Sentiment analysis of social media content using N-Gram graphs
IM2MAP: deriving maps from georeferenced community contributed photo collections
Near2me: an authentic and personalized social media-based recommender for travel destinations
Laplacian adaptive context-based SVM for video concept detection
Tag suggestion and localization for web videos by bipartite graph matching
Why do we converse on social media?: an analysis of intrinsic and extrinsic network factors
Chase display of social live streams (SOLISs)

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Multimodal location estimation on Flickr videos

Content Provider ACM Digital Library
Author Lei, Howard Choi, Jaeyoung Friedland, Gerald Janin, Adam
Abstract The following article describes an approach to determine the geo-coordinates of the recording place of Flickr videos based on both textual metadata and visual cues. The system is tested on the MediaEval 2010 Placing Task evaluation data, which consists of 5091 unfiltered test videos. The system presented in this article is less complex, uses less training data, and is at the same time more accurate than the best system presented in the evaluation in August 2010. The performance peaks at being able to classify 14% of the videos with less than 10m accuracy. The article describes the realization of the system, analyses of the different uses of multimodal cues and gazetteer information.
Starting Page 23
Ending Page 28
Page Count 6
File Format PDF
ISBN 9781450309899
DOI 10.1145/2072609.2072619
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2011-11-30
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Location estimation Multimodal Video Tagging Content analysis
Content Type Text
Resource Type Article
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