Research Article

A Robust Machine Vision Algorithm Development for Quality Parameters Extraction of Circular Biscuits and Cookies Digital Images

Table 3

Various extracted physical parameters for commercial cookies samples.

Serial numberGrayscale version of input sample imageProcessed imageChocolate chips count (automatic)Chocolate chips count (manual)Total chocolate chips area (mm2)Chocolate chips density (mm2/counts)Average chocolate area (mm2)

112123.86330.03710.3219
217194.72930.02500.2781
314145.72990.08690.4092
417188.72830.020980.5134