RT conferenceObject
T1 A computer vision system for visual grape grading in wine cellars
A1 Vázquez Fernández, Esteban
A1 Dacal Nieto, Ángel
A1 Martín Rodríguez, Fernando
A1 Formella, Arno
A1 Torres Guijarro, Maria Soledad
A1 González Jorge, Higinio
A2 Springer Berlin Heidelberg
K1 1206.01 Construcción de Algoritmos
K1 2209.90 Tratamiento Digital. Imágenes
K1 3309.29 Vino
AB This communication describes a computer vision system for automatic visual inspection  and classification of grapes in cooperative wine cellars. The system is intended to work  outdoors, so robust algorithms for preprocessing and segmentation are implemented. Specific methods for illumination compensation have been developed. Gabor filtering has been used for segmentation. Several preliminary classification schemes, using artificial  neural networks and Random Forest, have also been tested. The obtained results show  the benefits of the system as a useful tool for classification and for objective price fixing.
SN 9783642046667
YR 2009
FD 2009
LK http://hdl.handle.net/11093/1821
UL http://hdl.handle.net/11093/1821
LA eng
NO Xunta de Galicia | Ref. FEADER2008-12
DS Investigo
RD 04-dic-2024