Bayesian and Universal Threshold Soft-Thresholding Image Denoising Methods
MATLAB implementations of Bayesian and universal threshold soft-thresholding image denoising algorithms with detailed code explanations and wavelet transform applications
Multiple Approaches for Face Detection
Various methods exist for face detection, with KL being one of the more effective techniques. This code primarily utilizes PCA (Principal Component Analysis) for face detection, capable of identifying face size, position, quantity, and scale variations.
Particle Filter and Other Filtering Methods for Passive Localization and Tracking
A comprehensive program demonstrating various filtering techniques suitable for passive localization and tracking, including particle filter implementations and alternative filtering approaches with detailed code implementation examples.
HoG SVM Method for Face Recognition
Explore the HoG SVM face recognition approach with code implementation insights - valuable for researchers studying facial recognition algorithms and their practical applications.
Target Tracking in Radar Systems: Kalman Filter Approach
Implementation of Kalman Filter tracking methodology for radar target tracking processes with algorithm optimization
Wavelet Transform-Based Texture Feature Extraction Method
This wavelet transform-based approach extracts texture eigenvalues and can be modified to extract other feature vectors, featuring MATLAB implementations of multi-level decomposition and energy calculation algorithms suitable for beginners.
Nonparametric DOA (Direction of Arrival) Methods for Spectral Estimation
Nonparametric DOA (Direction of Arrival) Methods for Spectral Estimation - MUSIC (Multiple Signal Classification) Algorithm
Turbopixel Superpixel Image Segmentation Method
The Turbopixel superpixel image segmentation method enables visualization of different region colors through advanced clustering algorithms.
Computing Matrix SVD Decomposition Using Different Methods
MATLAB simulation for computing matrix SVD decomposition through various approaches, utilizing SVD for solving least squares problems and implementing image compression
Kernel Principal Component Analysis Method
Source code implementation of kernel-based principal component analysis algorithm for face recognition applications