RT Journal Article
JF IEEE MultiMedia
YR 2012
VO 19
SP 12
TI Large-Scale Multimedia Data Collections
A1 Alexander Hauptmann,
A1 Tat-Seng Chua,
A1 Benoit Huet,
K1 Special issues and sections
K1 Large-scale systems
K1 Image processing
K1 Social network services
K1 Content based retrieval
K1 Collaboration
K1 Outsourcing
K1 MediaEval
K1 multimedia
K1 large-scale multimedia data
K1 large-scale media research
K1 dataset development
K1 social annotations
K1 social media
K1 social networking
AB The widespread adoption of smartphones equipped with high-quality image-capturing capabilities coupled with the prevalent use of social networks have resulted in an explosive growth of social media content. People now routinely capture the scenes around them and instantly share the multimedia content with their friends over a variety of social networks. The social network functions also ensure that much of this content comes with some form of social annotations. This environment sets the stage for advances in large-scale media research. This special issue hopes to address these challenges. The articles in this issue cover identification of use cases and task design, dataset development, and basic research over existing datasets.
PB IEEE Computer Society, [URL:http://www.computer.org]
SN 1070-986X
LA English
DO 10.1109/MMUL.2012.35
LK http://doi.ieeecomputersociety.org/10.1109/MMUL.2012.35