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
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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