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A Variation of the Box-Counting Algorithm Applied to Colour Images

2011/07/12 by N. S. Nikolaidis, Nikolaidis, N. S., Ioannis Nikolaidis +3
Computer Science · Mathematics · #28A78 #28A80 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.3.7 #Image Retrieval and Classification Techniques #Image and Signal Denoising Methods #Mathematical Dynamics and Fractals

paper · pdf · doi:10.48550/arxiv.1107.2336

openalex publication_date 2011/07/12 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

The box counting method for fractal dimension estimation had not been applied to large or colour images thus far due to the processing time required. In this letter we present a fast, easy to implement and very easily expandable to any number of dimensions variation, the box merging method. It is applied here in RGB images which are considered as sets in 5-D space.

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