[IEEE TSP 2021] “Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee”. IEEE Transactions on Signal Processing, 2021.

Matlab files for data analytics methods

Multispectral image pan sharpening with PCA

This repositories contains implementation of various Machine Learning Algorithms such as Bayesian Classifier, Principal Component Analysis, Fisher Linear Discriminator, Face Recognition and Reconstruction, Gaussian Mixture Model based Segmentation, Otsu's Segmentation, Neural Network etc. Relevant data sets and results are also included.

Simple GUI to load, preview, perform PCA and save spectral data from Hyperspectral images

Face recognition using various classifiers

Research Goal: Determine if there is hemisphere-dependent change in motor signal origin (measured by EEG) in patients who recover motor function through brain-computer interface (BCI) therapy.

Dimensionality Reduction module. Deals with the identification of dominant descriptors of microstructure fro a large set of statistics.

PCA for face recognition in MATLAB

Hyper Spectral Image Classification using Machine Learning Methods

This repo leads us to implement the K-means clustering algorithm and apply it to compress an image. And use principal component analysis to find a low-dimensional representation of face images.

MIT xPRO Data Science Course Case Study for Face Recognition

Machine learning course by Andrew Ng

Clustering and Dimensionality Reduction using k-mean and PCA.

FaceFinder is an face recognition security check app coded in Matlab. It can solve the issue of security check just in seconds. It identifies the particular person is allowed or not allowed for a particular thing or task. This can be used as an Visual Attendance system where student identification and recognition is achieved through face recogni…

2023 NCKU Image Processing Homework Code

This repository is a comprehensive archive of projects and assignments undertaken for the Pattern Recognition course (TIP8311) at the Federal University of Ceará as part of my Master's curriculum.