DocumentCode :
3585370
Title :
Mapping Vineyard Folliage Density with Multispectral Proxidection Imagery
Author :
Bourgeon, M.A. ; Paoli, J.N. ; Jones, G. ; Villette, S. ; Gee, C.
Author_Institution :
EcolDur Dept., AgroSup Dijon, Dijon, France
fYear :
2014
Firstpage :
614
Lastpage :
621
Abstract :
This paper presents a new multispectral imaging system and a new approach to map vineyard leaf development in the context of Precision Viticulture. It is based on the use of a 2-CCD camera (RGB/NIR). This camera is embedded on a track laying tractor and associated with a GNSS system. It works with natural ambient light. A Green seeker is also embedded to validate the first results of imagery. It is a sensor usually used in viticulture to assess the foliage density of vines. The images are calibrated in order to correct geometric distortion and variations of the natural light. The parameters of the geometric correction are stable over time, whereas the radiometric correction needs to include a color checker in the background of all the images. For each of them, a calibration model is computed and reflectance of objects is obtained. The calibrated images can be compared with each other. During 2013, four datasets of about 5000 images were acquired. For all the images, a vegetation index is performed to retrieve agronomic information. Based on these images, different vineyard maps were generated with calibrated images, with non-calibrated images, and with Green seeker values. We present and discuss some of them in order to assess the relevancy of the approach.
Keywords :
CCD image sensors; agriculture; image colour analysis; GNSS system; Global Navigation Satellite System; RGB-NIR camera; calibration model; charge-coupled device camera; geometric correction parameter; geometric distortion; green seeker; multispectral imaging system; multispectral proxidection imagery; natural light variation; near-infrared camera; precision viticulture; radiometric correction; red-green-blue camera; track laying tractor; two-CCD camera; vegetation index; vineyard folliage density mapping; vineyard leaf development; Calibration; Cameras; Global Positioning System; Image color analysis; Indexes; Radiometry; Reflectivity; agroecology; calibration; multispectral imagery; precision viticulture; proxidetection; vine folliage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal-Image Technology and Internet-Based Systems (SITIS), 2014 Tenth International Conference on
Type :
conf
DOI :
10.1109/SITIS.2014.94
Filename :
7081606
Link To Document :
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