MATLAB Implementation of High-Pass Gaussian Filtering with LBP and LDP
MATLAB source codes for High-Pass Gaussian Filtering, Local Binary Patterns (LBP), and Local Derivative Patterns (LDP) for image enhancement and feature extraction applications.
Explore MATLAB source code curated for "LDP" with clean implementations, documentation, and examples.
MATLAB source codes for High-Pass Gaussian Filtering, Local Binary Patterns (LBP), and Local Derivative Patterns (LDP) for image enhancement and feature extraction applications.
This code implements the Local Derivative Pattern (LDP) histogram computation algorithm based on the research by B Zhang, Y Gao, S Zhao and J Liu, as published in IEEE Transactions on Image Processing, February 2010, Volume 19, Issue 2. The implementation focuses on high-order local pattern descriptors for face recognition applications, providing an advanced alternative to traditional Local Binary Pattern (LBP) methods.