Bl. Upchurch et Ja. Throop, EFFECTS OF STORAGE DURATION ON DETECTING WATERCORE IN APPLES USING MACHINE VISION, Transactions of the ASAE, 37(2), 1994, pp. 483-486
Measuring the amount of light transmitted through an apple has had lim
ited success for detecting watercore in apples when the measurements w
ere made soon after harvest. However, errors associated with this tech
nique when applied to apples coming out of cold storage has yet to be
determined Using a machine vision system to view the stem-end of the a
pple while illuminating the calyx, the intensity of light transmitted
through individual apples was measured biweekly for 14 weeks in 1990.
The mean gray-level of the pixels within a square window centered abou
t the stem was representative of the intensity of the light transmitte
d through the fruit. The intensity of light transmitted through the fr
uit decreased with time for all classes of watercored fruit. Based upo
n the initial levels defined for each class, this decrease in light tr
ansmission resulted in misclassifying watercored fruit as watercore-fr
ee at the end of the time study. Of 72 fruit initially classified as s
everely watercored, 18% of the fruit were misclassified as watercore-f
ree, because three apples still had evidence of watercore, while eight
fruit exhibited internal browning, due to watercore.