IMAGE ANALYSIS METHODS – ANALYSIS OF MAMMOGRAPHIC IMAGE BASED ON TEXTURAL FEATURES

Abstract

This paper presents an analysis of the possibility of using textural features for mammographic images classification. Textural features are calculated base on histogram, gradient matrix, run-length matrix, co-occurence matrix. Classification is based on k-NN classifier, the regions of interest can be classified as normal or abnormal. Results of some experiments are presented. All of abnormal regions were classified correctly.

Authors and Affiliations

Jagoda Lazarek

Keywords

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  • EP ID EP59488
  • DOI -
  • Views 127
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How To Cite

Jagoda Lazarek (2013). IMAGE ANALYSIS METHODS – ANALYSIS OF MAMMOGRAPHIC IMAGE BASED ON TEXTURAL FEATURES . Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, 3(4), 10-13. https://europub.co.uk/articles/-A-59488