Plant Hyperspectral Imaging

作者: Camilo LM Morais , Holly J Butler , Martin R McAinsh , Francis L Martin , None

DOI: 10.1002/9780470015902.A0028367

关键词:

摘要: Hyperspectral imaging can generate spatial chemical information in plants. The acquisition system is basically composed of a radiation source, sample stage, objective lens, spectrograph, CCD camera and computer to store process derived data. Most hyperspectral approaches are nondestructive nature require minimum preparation, thus producing chemically rich without modifying sample’s features. Data processing mainly performed via multivariate image analysis (MIA), where computed-based methods employed for preprocessing, feature extraction towards classification. Applications vary according the desired interest, but they include textural analysis, biochemical plant disease identification. Successful studies these areas reinforce sensitivity versatility

参考文章(65)
Yuan-Yuan Pu, Yao-Ze Feng, Da-Wen Sun, Recent Progress of Hyperspectral Imaging on Quality and Safety Inspection of Fruits and Vegetables: A Review Comprehensive Reviews in Food Science and Food Safety. ,vol. 14, pp. 176- 188 ,(2015) , 10.1111/1541-4337.12123
Brian M. Tissue, Ultraviolet and Visible Absorption Spectroscopy Characterization of Materials. pp. 1- 13 ,(2012) , 10.1002/0471266965.COM059.PUB2
Diwan P. Ariana, Renfu Lu, Daniel E. Guyer, Near-infrared hyperspectral reflectance imaging for detection of bruises on pickling cucumbers Computers and Electronics in Agriculture. ,vol. 53, pp. 60- 70 ,(2006) , 10.1016/J.COMPAG.2006.04.001
Yunseop Kim, David M. Glenn, Johnny Park, Henry K. Ngugi, Brian L. Lehman, Hyperspectral image analysis for water stress detection of apple trees Computers and Electronics in Agriculture. ,vol. 77, pp. 155- 160 ,(2011) , 10.1016/J.COMPAG.2011.04.008
C. Hillnhütter, A.-K. Mahlein, R.A. Sikora, E.-C. Oerke, Remote sensing to detect plant stress induced by Heterodera schachtii and Rhizoctonia solani in sugar beet fields Field Crops Research. ,vol. 122, pp. 70- 77 ,(2011) , 10.1016/J.FCR.2011.02.007