GitHub

magugerald/local-binary-pattern

In this image analysis project, I conducted a comparative study between Local Binary Pattern (LBP) and Histogram of Oriented Gradients (HOG) feature extraction techniques for a classification task.
IEEE

Learning Local Binary Patterns with Enhanced Boosting for Face Recognition

Abstract: Due to its invariance to monotonic grayscale transformation and simple computation, Local Binary Pattern (LBP) is broadly used as feature extractor in face recognition tasks in recent years ...
IEEE

An Improved Pairwise Rotation Invariant Co-occurrence Local Binary Pattern Method for Texture Feature Extraction

Abstract: An improved pairwise rotation invariant co-occurrence local binary pattern (PRICoLBP) algorithm blended with local texture information is proposed in regard to the problem of high feature ...
GitHub

Classification Of Digital Images Using MobileNet Architecture, Local Binary Pattern-Support Vector Machine (LBP-SVM), And Local Binary Pattern-Random Forest (LBP-RF)

In recent developments, the presence of machine learning and deep learning in object classification in computer vision has brought about significant discoveries. One implementation of classification ...