HEp-2 cells classification using locally aggregated features mapped in the dissimilarity space

13th IEEE International Conference on BioInformatics and BioEngineering, IEEE BIBE 2013

Volumn , Issue , 2013, Pages

  Kastaniotis, Dimitrios ^a   Theodorakopoulos, Ilias ^a   Economou, George ^a   Fotopoulos, Spiros ^a  

^a UNIVERSITY OF PATRAS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84894137661     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBE.2013.6701591     Document Type: Conference Paper

References (10)

1. Jegou, H.; Douze, M.; Schmid, C.; Perez, P., "Aggregating local descriptors into a compact image representation," Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, vol., no., pp.3304,3311, 13-18 June 2010 VLAD
2. Lowe, D.G., Distinctive Image Features from Scale-Invariant Keypoints. Int. J. Comput. Vision, 2004. 60(2): p. 91-110.
3. E. Pekalska, E.P.W. Duin, The dissimilarity representation for pattern recognition, World Scientific (2005) .
4. J. Wright, A.Y. Yang, A. Ganesh, S.S. Sastry, Y. Ma, Robust face recognition via sparse representation,PAMI, 31, (2009), 210-227.
5. I. Theodorakopoulos, G. Economou and S. Fotopoulos, Classification of Dissimilarity Data via Sparse Representation, to appear on ICPRAM (2013).
6. P. Perner, H. Perner, and B. Muller. "Mining knowledge for HEp-2 cellimage classification," Journal Artificial Intelligence in Medicine, vol. 26, pp. 161-73, September- October 2002.
7. Soda, P. and G. Iannello, Aggregation of Classifiers for Staining Pattern Recognition in Antinuclear Autoantibodies Analysis. Information Technology in Biomedicine, IEEE Transactions on, 2009. 13(3): p. 322-329.
8. Foggia, P., Percannella, G., Soda, P., Vento, M. (2013): Benchmarking HEp-2 Cells Classification Methods. In: Medical Imaging, IEEE Transactions on, PP (99), pp. 1-1, 2013,
9. Nosaka, R., Y. Ohkawa, and K. Fukui, Feature extraction based on co-occurrence of adjacent local binary patterns, in Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II. 2012, Springer-Verlag: Gwangju, South Korea. p. 82-91.
10. Tommasi, T., F. Orabona, and B. Caputo, Discriminative cue integration for medical image annotation. Pattern Recogn. Lett., 2008. 29(15): p. 1996-2002.