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 number | Grayscale version of input sample image | Processed image | Chocolate chips count (automatic) | Chocolate chips count (manual) | Total chocolate chips area (mm2) | Chocolate chips density (mm2/counts) | Average chocolate area (mm2) |
| 1 | | | 12 | 12 | 3.8633 | 0.0371 | 0.3219 | 2 | | | 17 | 19 | 4.7293 | 0.0250 | 0.2781 | 3 | | | 14 | 14 | 5.7299 | 0.0869 | 0.4092 | 4 | | | 17 | 18 | 8.7283 | 0.02098 | 0.5134 |
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