Texture Image Classification Using Wavelet Completed Local Binary Pattern Descriptor (WCLBP)

• Main Authors: Rassem, Taha H., Al-Sewari, Abdul Rahman Ahmed Mohammed, Nasrin, M. Makbol
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE 2017
• Subjects: QA76 Computer software
• Online Access: http://umpir.ump.edu.my/id/eprint/18914/1/Texture%20Image%20Classification%20Using%20Wavelet%20Completed%20Local%20Binary%20Pattern%20Descriptor1.pdf; http://umpir.ump.edu.my/id/eprint/18914/; https://doi.org/10.1109/INTECH.2017.8102416

In this paper, a new texture descriptor inspired from completed local binary pattern (CLBP) is proposed and investigated for texture image classification task. A waveletCLBP (WCLBP) is proposed by integrating the CLBP with the redundant discrete wavelet transform (RDWT). Firstly, the images are deco...