Databases

You will find on this page the two main leaves databases we used to evaluate our algorithms in the ReVeS project.

These two databases are parts of the databases done by the organizers of "Plant Identification" challenge for the conferences ImageClef 2011 and 2012. If you want to use them for your tests, it is necessary to cite the corresponding reference.

The ImageCLEF 2012 Plant Identication Task, H. Goeau, P. Bonnet, A. Joly, I.Yahiaoui, D.Barthelemy, N.Boujemaa, and J.MF.Molino, CLEF 2012.

The ImageCLEF 2011 plant images classification task, H.Goeau, P.Bonnet, A.Joly, N.Boujemaa, D.Barthelemy, J.MF.Molino, P.Birnbaum, E.Mouysset, and M.Picard

Moreover, to evaluate segmentation, we have manually segmented a part of these images.

Database for segmentation evaluation (extracted from Pl@ntLeaveI)

The database is available here. If you use it, we ask you to cite, the corresponding reference above and this one:

Tree leaves extraction in natural images: comparative study of pre-processing Tools and segmentation methods. M. Grand-Brochier, A. Vacavant, G. Cerutti, C. Kurtz, J. Weber, L. Tougne, Transactions on Image Processing.

Database for classification evaluation (extracted de Pl@ntLeaveII)

The database is available here. If you use it, we ask you to cite, the corresponding reference above and this one:

Leaf margins as strings: a structural approach to leaf identification. G.Cerutti, L.Tougne, D. Coquin, A. Vacavant. Pattern Recognition Letters, 2014.