DocumentCode
2870001
Title
Fusing 3D information for crop/weeds classification
Author
Sáchez, A.J. ; Marchant, J.A.
Author_Institution
Univ. Politecnica de Valencia, Spain
Volume
4
fYear
2000
fDate
2000
Firstpage
295
Abstract
The main goal of this work is to construct a 3D-world map to help to distinguish between crop and weeds and finally to permit the location of crop and weeds to apply a variable treatment. To solve the problem of recovering a 3D-local map, we use a motion technique with the possibility of changing zoom. Every independent local map will be fused into the world map. The crop/weeds classification will eventually be performed using the height of the plants among other features like position, texture, shape, etc
Keywords
active vision; agriculture; image classification; sensor fusion; 3D information fusion; 3D-local map; 3D-world map construction; active vision; crops classification; motion technique; weeds classification; Cameras; Crops; Feature extraction; Focusing; Gaussian processes; Image reconstruction; Remotely operated vehicles; Robot vision systems; Shape; Spraying;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location
Barcelona
ISSN
1051-4651
Print_ISBN
0-7695-0750-6
Type
conf
DOI
10.1109/ICPR.2000.902917
Filename
902917
Link To Document