| Title |
Objekto atpažinimo pagal vaizdą algoritmų kūrimas ir tyrimas |
| Translation of Title |
Development and analysis of algorithms for object identification based on image. |
| Authors |
Sinkevičius, Saulius |
| Full Text |
|
| Pages |
104 |
| Keywords [eng] |
expert system ; image classification ; image matching ; supervised learning |
| Abstract [eng] |
The aim is to offer algorithms that could effectively sort industrial products by visual properties based on examples provided by the expert. Scientific novelty of the study: the new system for multiclass identification of amber nuggets by their color and texture applying the proposed methods has been developed; the algorithm for multiclass identification of natural objects by their similarity to simple geometrical shapes has been developed; the method of using SIFT features for identification of rotation angle of the man-made objects has been proposed. |
| Dissertation Institution |
Kauno technologijos universitetas. |
| Type |
Doctoral thesis |
| Language |
Lithuanian |
| Publication date |
2015 |
