Texture classification in pulmonary CT

Lauge Sørensen*, Mehrdad J. Gangeh, Saher B. Shaker, Marleen de Bruijne

*Corresponding author for this work

Research output: Chapter/Conference proceedingChapterAcademic

7 Citations (Scopus)

Abstract

This chapter presents a comparative study of texture classification in computed
tomography images of the human lungs. Popular texture descriptors used in the
medical image analysis literature for texture-based emphysema classification are
described and evaluated within the same classification framework. Further, it is
investigated whether combining the different descriptors is beneficial.
Original languageEnglish
Title of host publicationLung Imaging and Computer Aided Diagnosis
PublisherCRC Press (Taylor & Francis Group)
ISBN (Electronic)9781439845585
ISBN (Print)9781138072077
Publication statusPublished - 19 Apr 2016

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