The Characteristic of Hyperspectral Image of Wheat Seeds during Sprouting
Abstract
The pre-harvest sprouting of wheat have significant influence for its
quality and yield, therefore the fast detection of sprouting extent of
wheat is very important for breeding and producing. In this study, the
hyperspectral images of these seeds were collected by a near infrared
hyperspectral imaging system, the wavelength of which was 850-1700 nm
after wheat germination experiment at 0h, 12h, 24h, and 48h. The
original light intensity of embryo and endosperm were extracted, and
were then changed to reflectivity for later analysis. The image and
spectral information of wheat with different parts, different varieties
and different sprouting extent were compared. The results showed that
after 12h sprouting, the reflectivity of embryo was lower than that of
endosperm for the same seed, this is mainly due to the water and fat
content of embryo was higher than the endosperm portions. For the same
varieties of wheat seed at the germination of 12h, 24h and 48h,in the
wavelength range of 870-1300 nm, the reflectivity increased with the
increase of sprouting time, it was related to the changes of its
internal content of fat in the seed germination process. At 1400nm, the
reflectivity of sprouted wheat seeds were all lower than that of dry
seeds, it was related to the rise of internal water content in the
process of seed germination. Due to differences in seed water absorption
and sprouting résistance, for different varieties of wheat seeds,
its spectral characteristics are also different. The presented indicated
that hyperspectral imaging could reflect the characteristics of sprouted
wheat seeds, which provide some basis for explore the sprouting index by
hyperspectral imaging.
Domains
Computer Science [cs]Origin | Files produced by the author(s) |
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