Comparison of two multiband cameras for use on small UAVs in agriculture

Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing

Volumn 2013-June, Issue , 2013, Pages

  Sankaran, Sindhuja ^a   Khot, Lav R ^a   Maja, Joe Mari ^a   Ehsani, Reza ^a  

^a UNIVERSITY OF FLORIDA   (United States)

Author keywords

Citrus; Green normalized difference vegetative index; Stress detection; Support vector machine

Indexed keywords

ANTENNAS; CAMERAS; CLASSIFICATION (OF INFORMATION); IMAGE ACQUISITION; INFRARED DEVICES; REMOTE SENSING; SPECTROSCOPY; STRESSES; SUPPORT VECTOR MACHINES; UNMANNED AERIAL VEHICLES (UAV); VEGETATION;

CITRUS; CLASSIFICATION ACCURACY; CLASSIFICATION RESULTS; HIGH RESOLUTION CAMERA; NORMALIZED DIFFERENCES; SMALL UNMANNED AERIAL VEHICLES; STRESS DETECTION; VEGETATIVE INDEX;

AIRCRAFT DETECTION;

EID: 84939535631     PISSN: 21586276     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WHISPERS.2013.8080668     Document Type: Conference Paper

References (12)

1. relationship between NOAA-AVHRR NDVI and ecoregions in Utah, " Remote Sensing of Environment, vol. 53, pp. 188-198, SEP 1995.
2. M. Roderick, R. Smith, and S. Cridland, "The precision of the NDVI derived from AVHRR observations, " Remote Sensing of Environment, vol. 56, pp. 57-65, APR 1996.
3. M. Roderick, R. Smith, and G. Lodwick, "Calibrating long-term AVHRR-derived NDVI imagery, " Remote Sensing of Environment, vol. 58, pp. 1-12, OCT 1996.
4. P. Teillet, "An algorithm for the radiometric and atmospheric correction of avhrr data in the solar reflective channels, " Remote Sensing of Environment, vol. 41, pp. 185-195, AUG-SEP 1992.
5. G. Wade, R. Mueller, P. Cook, and P. Doraiswamy, "AVHRR map products for crop condition assessment-A geographic information-systems approach, " Photogrammetric Engineering and Remote Sensing, vol. 60, pp. 1145-1150, SEP 1994.
6. J. Everitt, D. Escobar, I. Cavazos, J. Noriega, and M. Davis, "A three-camera multispectral digital video imaging system, " Remote Sensing of Environment, vol. 54, pp. 333-337, DEC 1995.
7. J. Everitt, D. Escobar, and A. Richardson, "Estimating grassland phytomass production with near-infrared and midinfrared spectral variables, " Remote Sensing of Environment, vol. 30, pp. 257-261, DEC 1989.
8. F. Garcia-Ruiz, S. Sankaran, J. M. Maja, W. S. Lee, J. Rasmussen, and R. Ehsani. (2013, Comparison of two aerial imaging platforms for identification of Huanglongbing infected citrus trees. Computers and Electronics in Agriculture.
9. P. Mausel, J. Everitt, D. Escobar, and D. King, "Airborne videography-current status and future perspectives, " Photogrammetric Engineering and Remote Sensing, vol. 58, pp. 1189-1195, AUG 1992.
10. Y. S. Karimi, O. Prasher, A. Madani, and S. Kim, "Application of support vector machine technology for the estimation of crop biophysical parameters using aerial hyperspectral observations, " Canadian Biosystems Engineering, vol. 50, pp. 13-20, 2008.
11. Y. Karimi, S. Prasher, R. Patel, and S. Kim, "Application of support vector machine technology for weed and nitrogen stress detection in corn, " Computers and Electronics in Agriculture, vol. 51, pp. 99-109, APR 2006.
12. S. Sankaran, J. M. Maja, S. Buchanon, and R. Ehsani. "Huanglongbing (citrus greening) detection using visible, near infrared and thermal imaging techniques. " Sensors, vol. 13, pp. 2117-2130, FEB 2013.