Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of clas…

Matlab code for the paper "A survey of orthogonal moments for image representation: Theory, implementation, and evaluation"

A GPU-accelerated real-time face recognition system based on classical machine learning algorithms

MATLAB implementation of gait cycle validation and segmentation using inertial sensors.

CZU-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and 10 wearable inertial sensors

Matlab code for the paper "Color image zero-watermarking based on Fast Quaternion Generic Polar Complex Exponential Transform"

This repository presents the code for digital modulation detection in Communication networks

Wavelet-based Reflection Symmetry Detection via Textural and Color Histograms (ICCV 2017)

MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data

Matlab code for the paper "Robust and discriminative image representation: Fractional-order Jacobi-Fourier Moments"

fft/ifft transformations, DCT encoding/decoding using various techniques (zig-zag scanning, quantization), SNR calculations, filters (Gaussian, median, bilateral), edge detection, motion assessment, moving objects detection, JPEG model study

Code for skeletal based Human Action Recognition, done as part of my Master's thesis

LDA, KNN, GA, K-means on Iris, Sonar and USPS datasets.

Optical character recognition using the image processing and neural network. this program can be extends for any language

This is about my project in Image Classification focus to Pattern Recognition about Cirebon Mask Classification in MATLAB. You can check how to using the model dataset and classification model data with MATLAB.

Implementation of Kernel-Density-Estimation (KDE) with Matlab

This is a MATLAB based implementation which recognizes clothing patterns into 4 categories (plaid, striped, patternless, and irregular) and identifies 6 clothing colors.

Feature Selection Based on Mutual Information Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy on Arrhythmia Dataset

G.-H. Liu, J.-Y. Yang. Deep-seated features histogram: A novel image retrieval method, Pattern recognition,116（2021）107926.