| Title |
Expert knowledge based approach for automatic sorting and packing / |
| Authors |
Raudonis, Vidas ; Lipnickas, Arūnas ; Paulauskaitė-Tarasevičienė, Agnė ; Paulauskas, Lionginas ; Balčius, Algimantas ; Paulauskas, Saulius |
| Full Text |
|
| Is Part of |
Journal of vibroengineering.. Kaunas : Vibroengineering. 2013, vol. 15, iss. 1, p. 496-507.. ISSN 1392-8716 |
| Keywords [eng] |
classification ; colour inspection ; automatic sorting ; computer vision |
| Abstract [eng] |
The automatic sorting system is presented in this work which is based on expert knowledge and high resolution visual sensor. Proposed system was tested for natural amber sorting task. Five types of amber have been explored in this research. Experimental investigation involves amber classification in three different color spaces (RGB, HSV and Grayscale). The results have shown that the highest classification accuracy is reached using the combination of the most essential features sets acquired from different color spaces. |
| Published |
Kaunas : Vibroengineering |
| Type |
Journal article |
| Language |
English |
| Publication date |
2013 |
| CC license |
|
