1200Tex Dataset
Description
It is a texture leaf dataset. Samples were collected in vivo and each leaf was washed to remove impurities. Afterward they were adjusted so that their central axis (line that connects the basal and apical ends)stayed in a vertical position and were digitalized individually with adesktop scanner. A resolution of 1200 dpi (dots per inch)was used to obtain leaf texture images with more details. A total of 400 samples, divided into 20 classes (20 samples perclass), were collected. This is a microtexture dataset, this way, three windows (128 x 128 pixels) were extracted manually from each sample making a total of 1200 textures (400 samples x 3 windows).
How to cite this dataset
- Casanova, D.; Sa, J.J.M.; Bruno, O.M. Plant leaf identification using Gabor wavelets International Journal of Imaging Systems and Technology, 19(3):236--243, 2009.
Please cite this dataset using the following reference:
10.1002/ima.20201
Results
Plant leaf identification using Gabor wavelets
Gray scale --- 84%
Papers using 1200Tex dataset
If you have a work that use this dataset, please send a message informing the reference of your paper and also the results obtained. (bruno at ifsc.usp.br)
Dataset snapshot example
Texture samples
Leaves classes
