Použití deskriptoru ve zpracování obrazu

Abstract

The purpose of this work is to implement an image descriptor, using OpenCV library. The first part of the work is dedicated to the theoretical description of some descriptors. The following part is dedicated to one concrete descriptor – Histogram of Oriented Gradients. Every single part of the algorithm is described, including classification of the image. The last topic is the implementation of the Histogram of Oriented Gradients descriptor itself. The implementation details of each step of the desciptor are described. The program is implemented in C language using OpenCV library.