Exploiting Pose Dynamics for Human Recognition from Their Gait Signature
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Updated
May 23, 2021 - MATLAB
Exploiting Pose Dynamics for Human Recognition from Their Gait Signature
In this project I have extarcted 30 time and frequancy features from EEG signals (of left hand and right hand moving) in an espicific time window. Then using PCA i have decreased the features dimension to 10. Then I have quarried different methdos of ML: KNN(1,3,5,6), SVM(Linear kernel, Gaussian kernel), LDA, Naive bayes on different time windows.
A survey between data reduction techniques for Image Recognition
Reconhecimento de Padrões: implementação de um classificador Bayesiano e uma classificador unidimensional baseado em limiar usando técnica de LDA
A project of my course "Introduction to Pattern Recognition". Realize LDA using MATLAB.
Boiled egg problems (Solve with LDA, QDA, Naive Bayes Classifiers, decision tree, pruned decision tree)
Implementação em matlab dos algoritmos de reconhecimento facial Eigenfaces e Fisherfaces para o trabalho de conclusão de curso Reconhecimento facial aplicado a imagens infravermelhas: um estudo comparativo utilizando abordagens holísticas.
pattern recognition projects
Analysis of PCA and LDA for CS: 551 Pattern Reconition course hw3
A MATLAB toolbox for supervised linear dimension reduction (SLDR) including LDA, HLDA, PLSDA, MMDA, HMMDA and SDA
Explore insightful projects on data analysis with MATLAB: k-means, k-medoid, and LDA. Polished PDF reports generated using LaTeX showcase valuable insights from diverse datasets. Discover the power of numerical methods in extracting knowledge from data!
Various ML classifiers implemented from scratch on the facial recognition.
This repository contains some basic machine learning codes for text analytics tool box in Matlab
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