Research on crop-weed discrimination using a field imaging spectrometer

Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis

Volumn 30, Issue 7, 2010, Pages 1830-1833

  Liu, Bo ^a,b   Fang, Jun Yong ^a   Liu, Xue ^a   Zhang, Li Fu ^a   Zhang, Bing ^c   Tong, Qing Xi ^a  

^a INSTITUTE OF REMOTE SENSING APPLICATIONS   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c CENTER FOR EARTH OBSERVATION AND DIGITAL EARTH   (China)

Author keywords

Crop; Imaging spectrometer; Spectral analysis; Weed discrimination

Indexed keywords

CLASSIFICATION ACCURACY; FIELD IMAGING; FISHER LINEAR DISCRIMINANT ANALYSIS; HYPER-SPECTRAL IMAGES; IMAGING SPECTROMETERS; LOW-COST DEVICES; RED EDGE; SPECTRAL ANALYSIS; VARIABLE SELECTION; WAVELENGTH RANGES; WEED DISCRIMINATION; WEED SPECIES;

CROPS; DISCRIMINANT ANALYSIS; FACE RECOGNITION; HERBICIDES; SPECTROMETERS; SPECTROMETRY; SPECTRUM ANALYSIS; SPECTRUM ANALYZERS;

WEED CONTROL;

HERBICIDE;

AGRICULTURE; DISCRIMINANT ANALYSIS; SPECTROSCOPY; WEED; WEED CONTROL;

AGRICULTURE; DISCRIMINANT ANALYSIS; HERBICIDES; PLANT WEEDS; SPECTRUM ANALYSIS; WEED CONTROL;

EID: 77954360451     PISSN: 10000593     EISSN: None     Source Type: Journal    
DOI: 10.3964/j.issn.1000-0593(2010)07-1830-04     Document Type: Article

References (14)

1. Wang N, Zhang N, Dowell F E Y S, et al. Transactions of the ASAE, 2001, 44(2): 409.
2. Alchanatis V, Ridel L, Hetzroni A, et al. Computer and Electronics in Agriculture, 2005, 47: 243.
3. Goel P K, Prasher S O, Patel R M, et al. Transactions of the ASAE, 2002, 45(2): 443.
4. Onyango C M, Marchant J A. Computer and Electronics in Agriculture, 2003, 39: 141.
5. Tillett N D, Hague T, Miles S J. Computer and Electronics in Agriculture, 2001, 32: 229.
6. Perez A, Lopez F, Benlloch J V, et al. Computer and Electronics in Agriculture, 2000, 25: 197.
7. Virndts E, De Baerdemaeker J, Ramon H. Precision Agriculture, 2002, 3: 63.
8. Borregaard T, Nielsen H, Norgaard L, et al. Journal of Agricultural Engineering Research, 2000, 75(4): 389.
9. Fevaerts F, Van Gool L. Pattern Recognition Letters, 2001, 22: 667.
10. Piron A, Leemans V, Kleynen O, et al. Computer and Electronics in Agriculture, 2008, 62: 141.
11. Chen Shu-Ren, Li Yi-Xin, Mao Han-Ping, et al. Spectroscopy and Spectral Analysis, 2009, 29(2): 463.
12. Fang Jun-Yong, Qi Hong-Xing, Liu Xue, et al. Proceedings of the 7th Technology and Application of Imaging Spectroscopy, 2009. 148.
13. Tong Qing-Xi, Zhang Bing, Zheng Lan-Fen. Hyperspectral Remote Sensing Principle, Technology and Application. Beijing: Higher Education Press, 2006. 22.
14. Theodoridis S, Koutroumbas K. Pattern Recognition. Beijing: China Machine Press, 2006.