Wavelet Completed Local Ternary Pattern (WCLTP) for Texture Image Classification

• Main Authors: Shamaileh, Abeer, Rassem, Taha H., Ahmed, Ibrahim Abdulrab, Alalayah, Khaled M.
• Format: Article
• Language: English
• Published: American Scientific Publisher 2018
• Subjects: QA76 Computer software
• Online Access: http://umpir.ump.edu.my/id/eprint/20127/6/Wavelet%20Completed%20Local%20Ternary%20Pattern%20%28WCLTP%29.pdf; http://umpir.ump.edu.my/id/eprint/20127/; https://doi.org/10.1166/asl.2018.12998

In this paper, a new texture descriptor inspired from Completed Local Ternary Pattern (CLTP) is proposed and investigated for texture image classification task. A wavelet-CLTP (WCLTP) is proposed by integrating the CLTP with the redundant discrete wavelet transform (RDWT). Firstly, the images are de...