Improving a leaves automatic recognition process using PCA

Advances in Soft Computing

Volumn 49, Issue , 2009, Pages 243-251

  Solé Casals, Jordi ^a   Travieso, Carlos M ^b   Alonso, Jesús B ^b   Ferrer, Miguel A ^b  

^a UNIVERSITY OF VIC CENTRAL UNIVERSITY OF CATALONIA   (Spain)

^b UNIVERSITY OF LAS PALMAS DE GRAN CANARIA   (Spain)

Author keywords

Characteristics selection; Leaves recognition; Parameterization; Pattern recognition; Principal component analysis

Indexed keywords

EID: 58149131686     PISSN: 16153871     EISSN: 18600794     Source Type: Book Series    
DOI: 10.1007/978-3-540-85861-4_29     Document Type: Conference Paper

References (13)

1. Lu, F., Milios, E.E.: Optimal Spline Fitting to Planar Shape. Elsevier Signal Processing 37, 129-140 (1994)
2. Loncaric, S.: A Survey of Shape Analysis Techniques. Pattern Recognition 31(8), 983-1001 (1998)
3. Rabiner, L., Juang, B.H.: Fundamentals of Speech Recognition. Prentice Hall, Englewood Cliffs (1993)
4. Briceño, J.C., Travieso, C.M., Ferrer, M.A.: Automatic Recognition of Simple Laurisilva Canariensis Leaves, by Perimeter Characterization. In: IASTED International Conference on Signal Processing, Pattern Recognition and its Applications, pp. 249-254 (2002)
5. Jolliffe, I.T.: Principal Component Analysis, 2nd edn. Springer Series in Statistics. Springer, Heidelberg (2002)
6. Cui, G., Feng, G., Shan, S.: Face Recognition Based on Support Vector Method. In: Proceedings of 5th Asian Conference on Computer Vision, pp. 23-28 (2002)
7. Guo, G., Li, S.Z., Kapluk, C.: Face recognition by support vector machines. Image and Vision Computing 19(9-10), 631-638 (2001)
8. Lu, F., Milios, E.E.: Optimal Spline Fitting to Planar Shape. Elsevier Signal Processing 37, 129-140 (1994)
9. Loncaric, S.: A Survey of Shape Analysis Techniques. Pattern Recognition 31(8), 983-1001 (1998)
10. Huang, Z., Cohen, F.: Affine-Invariant B-Spline Moments for Curve Matching. IEEE Transactions on Image Processing 5(10), 824-836 (1996)
11. Jutten, C., Herault, J.: Blind Aeparation of sources, Part 1: an adaptive algorithm based on neuromimetic architecture. Signal Processing 24(1) (July 1991); ISSN:0165-1684
12. Hyvärinen, A., Karhunen, J., Oja, E.: Independent Component Analysis. John Wiley & Sons, New York (2001)
13. Poblador, V.S., Moreno, E.M., Solé-Casals, J.: ICA as a preprocessing technique for Classification. In: Puntonet, C.G., Gonzalez Prieto, A. (eds.) ICA 2004. LNCS, vol. 3195, pp. 1165-1172. Springer, Heidelberg (2004)