Content-Based Image Retrieval (CBIR) using Faiss (Facebook) and many different feature extraction methods ( VGG16, ResNet50, Local Binary Pattern, RGBHistogram)

A module that can extract LBP features (local binary pattern) from 3D images. Can be used for extracting features from medical images.

Fast Local Binary Patterns using TensorFlow

Pada project ini, akan dilakukan identifikasi nilai mata uang rupiah dengan menggabungkan metode ekstrasi ciri Local Binary Pattern dan metode klasifikasi Naïve Bayes. Serta untuk pengukuran akurasi identifikasi dilakukan dengan metode evaluasi K-Fold Cross Validation. Dataset yang digunakan berupa citra dengan rincian terdapat 120 citra yang te…

In this repository, we implement common image processing techniques in Python and fully describe their algorithms.

Texture Segmentation using: Gray-Level Co-occurence Matrix, Leung-Malik (LM) Filter Bank and Schmid (S) Filter Bank and Local Binary Pattern.

Local Binary Pattern: COVID-19 Recognition

A powerful tool for texture recognition, the project presents a noise-resistant Local Binary Pattern (LBP) descriptor for robust texture recognition through image processing.

Some tasks of computer vision using open-cv

Brain tumor detection using machine learning algorithms

Implement object detection and facial recognition techniques on input images and videos.

Real-time face liveness detection using Python, OpenCV, and MediaPipe. Detects blinks, smiles, head depth, and texture (LBP & Laplacian) to classify faces as real or spoof. Ideal for basic anti-spoofing using webcam input.

Local Binary Patttern algorithm using OpenMP

Detection of AI Images (GANS) in fusion of Spatial and Frequency Domain Information of the image.

Local Binary Patttern algorithm implementation using GPU acceleration