Title
Image classification using data compression techniques
Date Issued
01 December 2010
Access level
open access
Resource Type
conference paper
Author(s)
Abstract
In this paper we propose a parameter free image classification method based on data compression techniques, so to calculate a measure of similarity between images based on the approximation of the compression to Kolmogorov Complexity. For this experiment we use two types of compressors, ZIP the general purpose compressor and JPEG compressor specialized for images. After developing the method and perform the relevant experiments to determine whether the proposed approach is useful or not for image classification. ©2010 IEEE.
Start page
349
End page
353
Language
English
OCDE Knowledge area
Ingeniería eléctrica, Ingeniería electrónica
Subjects
Scopus EID
2-s2.0-78651251328
Resource of which it is part
2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010
ISBN of the container
9781424486809
Sources of information:
Directorio de Producción Científica
Scopus