texture classification

1 article · search the full text for this term

• Published Subscription 30 Dec 2019

  Local Binary Pattern-based Noise Robust Feature for Texture Classification

  By Simarjot Kaur Randhawa, Ramesh Kumar Sunkaria

  Abstract: Abstract: The presence of noise degrades the local binary pattern-based classification efficiency. In the present work, a modified local binary pattern ( —modified noise robust local binary pattern) based classification is proposed. In this, a local binary pattern-based feature is modified, which also captures macrostructure information, whereas the existing features capture microstructure texture information only. The new feature is tested on Outex_TC_00010, Outex_TC_00012 and Brodatz datasets for rotation invariant and …

  Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 6, Issue 3, 2019 · pp. 31–47 Read article →