MIL at ImageCLEF 2014: Scalable system for Image Annotation

CEUR Workshop Proceedings

Volumn 1180, Issue , 2014, Pages 372-379

  Kanehira, Atsushi ^a   Hidaka, Masatoshi ^a   Mukuta, Yusuke ^a   Tsuchiya, Yuichiro ^a   Mano, Tetsuaki ^a   Harada, Tatsuya ^a  

^a UNIVERSITY OF TOKYO   (Japan)

Author keywords

Deep convolutional neural network; Fisher Vector; Image Annotation; ImageCLEF

Indexed keywords

CONVOLUTION; IMAGE ANALYSIS; NEURAL NETWORKS; SOCIAL NETWORKING (ONLINE);

ANNOTATION SYSTEMS; COMPLEMENTARY FEATURES; CONVOLUTIONAL NEURAL NETWORK; DISCRIMINATIVE FEATURES; FISHER VECTORS; HIGH-PERFORMANCE AND SCALABILITIES; IMAGE ANNOTATION; IMAGECLEF;

WEBSITES;

EID: 84961337899     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Barbara Caputo, Henning Müller, Jesus Martinez-Gomez, Mauricio Villegas, Burak Acar, Novi Patricia, Neda Marvasti, Suzan Üsküdarh, Roberto Paredes, Miguel Cazorla, Ismael Garcia-Varea, and Vicente Morell. ImageCLEF 2014: Overview and analysis of the results. In CLEF proceedings, Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2014.
2. Mauricio Villegas and Roberto Paredes. Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task. In CLEF 2014 Evaluation Labs and Workshop, Online Working Notes, 2014.
3. F. Perronnin, J. Sanchez, and T. Mensink. Improving the fisher kernel for large-scale image classification. European Conference on Computer Vision, 2010.
4. Y. Ushiku, T. Harada, and Y. Kuniyoshi. Efficient image annotation for automatic sentence generation. The 20th ACM International Conference on Multimedia, 2012.
5. Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton. Imagenet classification with deep convolutional neural networks. In NIPS, Vol. 1, p. 4, 2012.
6. Jeff Donahue, Yangqing Jia, Oriol Vinyals, Judy Hoffman, Ning Zhang, Eric Tzeng, and Trevor Darrell. Decaf: A deep convolutional activation feature for generic visual recognition. arXiv preprint arXiv:1310.1531, 2013.
7. C. Fellbaum. WordNet: An Electronic Lexical Database. MIT Press, 1998.
8. K. Crammer, O. Dekel, J. Keshet, S. Shalev-Shwartz, and Y. Singer. Online Passive-Aggressive Algorithms. The Journal of Machine Learning Research, Vol. 7, pp. 551-585, 2006.