Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features

Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features

In this paper, we propose an investigation of the properties of structural image recognition methods in the cluster space of characteristic features. Recognition, which is based on key point descriptors like SIFT (Scale-invariant Feature Transform), SURF (Speeded Up Robust Features), ORB (Oriented F...

Full description

Bibliographic Details
Main Authors: Oleksii Gorokhovatskyi, Volodymyr Gorokhovatskyi, Olena Peredrii
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Data
Subjects:
computer vision
structural recognition methods
set of characteristic features
descriptor
quantization
clustering
competitive learning
recognition performance
recognition accuracy
Online Access:https://www.mdpi.com/2306-5729/3/4/52

Internet

https://www.mdpi.com/2306-5729/3/4/52

Similar Items