Open AccessTHE COMPONENT METHOD OF SCENE ANALYSIS AND OBJECT RECOGNITION
Author(s) -
Aleksander Vechur,
Aleksey Chayka,
Yuriy Chemodakov
Publication year - 2014
Publication title -
computing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.184
H-Index - 11
eISSN - 2312-5381
pISSN - 1727-6209
DOI - 10.47839/ijc.2.2.204
Subject(s) - computer science , component (thermodynamics) , segmentation , artificial intelligence , object (grammar) , connected component labeling , work (physics) , computer vision , pattern recognition (psychology) , component analysis , image segmentation , machine learning , data mining , scale space segmentation , mechanical engineering , physics , engineering , thermodynamics
The main aim of this work is to propose method that allows some machine to determine surrounding objects. It is important that algorithm must use small computer resources so that machine could work in real time. To improve segmentation on natural images, it is necessary to combine multiple features effectively. Our experimental results are consistent with the theoretical analysis.