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Image classification using data compression techniques

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3 Author(s)
Quispe-Ayala, M.R. ; Univ. Nac. San Antonio Abad del Cusco-UNSAAC, Peru ; Asalde-Alvarez, K. ; Roman-Gonzalez, A.

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.

Published in:

Electrical and Electronics Engineers in Israel (IEEEI), 2010 IEEE 26th Convention of

Date of Conference:

17-20 Nov. 2010