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Título

Multisensory system for fruit harvesting robots. Experimental testing in natural scenarios and with different kinds of crops

Autor Fernández Saavedra, Roemi E. ; Salinas, Carlota ; Montes, Héctor ; Sarria Paz, Javier F.
Palabras clave Time-of-flight camera
Multispectral system
Optical filters
Multisensory system
Precision agriculture
Fruit detection
Fecha de publicación 11-dic-2014
EditorMultidisciplinary Digital Publishing Institute
Citación Sensors 14: 23885- 23904 (2014)
ResumenThe motivation of this research was to explore the feasibility of detecting and locating fruits from different kinds of crops in natural scenarios. To this end, a unique, modular and easily adaptable multisensory system and a set of associated pre-processing algorithms are proposed. The offered multisensory rig combines a high resolution colour camera and a multispectral system for the detection of fruits, as well as for the discrimination of the different elements of the plants, and a Time-Of-Flight (TOF) camera that provides fast acquisition of distances enabling the localisation of the targets in the coordinate space. A controlled lighting system completes the set-up, increasing its flexibility for being used in different working conditions. The pre-processing algorithms designed for the proposed multisensory system include a pixel-based classification algorithm that labels areas of interest that belong to fruits and a registration algorithm that combines the results of the aforementioned classification algorithm with the data provided by the TOF camera for the 3D reconstruction of the desired regions. Several experimental tests have been carried out in outdoors conditions in order to validate the capabilities of the proposed system. © 2014 by the authors; licensee MDPI, Basel, Switzerland.
URI http://hdl.handle.net/10261/110350
DOI10.3390/s141223885
ISSN1424-8220
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