DISA at ImageCLEF 2014: The search-based solution for scalable image annotation

CEUR Workshop Proceedings

Volumn 1180, Issue , 2014, Pages 360-371

  Budikova, Petra ^a   Botorek, Jan ^a   Batko, Michal ^a   Zezula, Pavel ^a  

^a MASARYK UNIVERSITY   (Czech Republic)

Author keywords

[No Author keywords available]

Indexed keywords

SEMANTICS;

ANNOTATION TOOL; IMAGE ANNOTATION; LARGE IMAGES; SCALABLE IMAGE; SEARCH-BASED; SEMANTIC INFORMATION; SEMANTIC KNOWLEDGE; TRAINING DATA;

IMAGE ANALYSIS;

EID: 84981275601     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Batko, M., Botorek, J., Budikova, P., Zezula, P.: Content-based annotation and classification framework: a general multi-purpose approach. In: 17th International Database Engineering & Applications Symposium (IDEAS 2013). pp. 58.67 (2013)
2. Batko, M., Falchi, F., Lucchese, C., Novak, D., Perego, R., Rabitti, F., Sedmidubský, J., Zezula, P.: Building a web-scale image similarity search system. Multimedia Tools and Applications 47(3), 599-629 (2010)
3. Bolettieri, P., Esuli, A., Falchi, F., Lucchese, C., Perego, R., Piccioli, T., Rabitti, F.: CoPhIR: a test collection for content-based image retrieval. CoRR abs/0905.4627v2(2009), http://cophir.isti.cnr.it
4. Budikova, P., Batko, M., Zezula, P.: Evaluation platform for content-based image retrieval systems. In: International Conference on Theory and Practice of Digital Libraries (TPDL 2011). pp. 130-142 (2011)
5. Budikova, P., Batko, M., Zezula, P.: MUFIN at ImageCLEF 2011: Success or Failure? In: CLEF 2011 Labs and Workshop (Notebook Papers) (2011)
6. Caputo, B., Müller, H., Martinez-Gomez, J., Villegas, M., Acar, B., Patricia, N., Marvasti, N., Üsküdarh, S., Paredes, R., Cazorla, M., Garcia-Varea, I., Morell, V.: ImageCLEF 2014: Overview and analysis of the results. In: CLEF proceedings. Lecture Notes in Computer Science, Springer Berlin Heidelberg (2014)
7. Deng, J., Dong, W., Socher, R., Li, L. J., Li, K., Li, F. F.: ImageNet: A large-scale hierarchical image database. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009). pp. 248-255 (2009)
8. Fellbaum, C. (ed.): WordNet: An Electronic Lexical Database. The MIT Press (1998)
9. Krizhevsky, A., Sutskever, I., Hinton, G. E.: ImageNet classification with deep convolutional neural networks. In: Advances in Neural Information Processing Systems (NIPS 2012). pp. 1106-1114 (2012)
10. Krčmář, L., Ježek, K., Pecina, P.: Determining compositionality of expresssions using various word space models and methods. In: Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality. pp. 64-73 (2013)
11. Lokoc, J., Novák, D., Batko, M., Skopal, T.: Visual image search: Feature signatures or/and global descriptors. In: 5th International Conference on Similarity Search and Applications (SISAP 2012). pp. 177-191 (2012)
12. Novak, D., Batko, M., Zezula, P.: Large-scale similarity data management with distributed metric index. Information Processing & Management 48(5), 855-872 (2012)
13. Villegas, M., Paredes, R.: Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task. In: CLEF 2014 Evaluation Labs and Workshop, Online Working Notes (2014)
14. Villegas, M., Paredes, R., Thomee, B.: Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask. CLEF 2013 Evaluation Labs and Workshop, Online Working Notes (2013)