Classification of Boar Sperm Head Images using Learning Vector Quantization

ESANN 2006 Proceedings - European Symposium on Artificial Neural Networks

Volumn , Issue , 2006, Pages 545-550

  Biehl, Michael ^a   Pasma, Piter ^a   Pijl, Marten ^a   Sánchez, Lidia ^b   Petkov, Nicolai ^a  

^a UNIVERSITY OF GRONINGEN   (Netherlands)

^b UNIVERSITY OF LEÓN   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE CLASSIFICATION; NEURAL NETWORKS;

BOAR SEMINA; GREY SCALE; KOHONEN; LEARNING VECTOR QUANTIZATION; MICROSCOPIC IMAGE; RELEVANCE LVQ; SAMPLE DATA; TRAINING SCHEMES;

VECTOR QUANTIZATION;

EID: 34247588362     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Bibliography on the Self-Organizing Map (SOM) and Learning Vector Quantization (LVQ), Neural Networks Research Centre, Helsinki University of Technology, 2002.
2. A.S. Sato and K. Yamada, Generalized learning vector quantization. In: G. Tesauro, D. Touretzky, and T. Leen, eds., Advances in Neural Information Processing Systems 7 (MIT Press, 1995)
3. B. Hammer and T. Villmann, Generalized relevance learning vector quantization, Neural Networks 15: 1059-1068, 2002.
4. T. Kohonen, Self-organizing maps, Springer, Berlin, 1995.
5. L. Thurston, W. Holt, and P. Watson. Post-thaw functional status of boar spermatozoa cryopreserved using three rate freezers: a comparison. Theriogenology, 60:101-113, 2003.
6. M. Hirai et, A. Boersma, A. Hoeflich, E. Wolf, J. Foll, T.R. Aumuller, and J. Braun. Objectively measured sperm motility and sperm head morphometry in boars (Sus scrofa): relation to fertility and seminal plasma growth factors. J. Androl, 22:104-110, 2001.
7. L. Sánchez, N. Petkov, and E. Alegre. Statistical Approach to Boar Semen Head Classification Based on Intracellular Intensity Distribution. In A. Gagalowicz and W. Philips, editors, Proceedings of 11th International Conference, CAIP 2005, Lecture Notes in Computer Science, Vol. 3691, pages 88-95. Springer-Verlag, 2005.
8. L. Sánchez, N. Petkov, and E. Alegre. Classification of boar spermatozoid head images using a model intracellular density distribution. In M. Lazo and A. Sanfeliu, editors, Progress in Pattern Recognition, Image Analysis and Applications: Proc. 10th Iberoamerican Congress on Pattern Recognition, CIARP 2005, pages 154-160. Springer-Verlag, 2005.