Calculation of Multiple Object Centroids
MATLAB code implementation for calculating multiple object centroids, suitable for beginners in image processing with step-by-step algorithm explanations
MATLAB Implementation of Wavelet Threshold Denoising
MATLAB code for wavelet threshold denoising containing two programs: one comparing soft and hard thresholding techniques, and another implementing multi-level wavelet decomposition for threshold-based noise reduction
MATLAB Code for Time Series Prediction Using BP Neural Network
This MATLAB code was developed during mathematical modeling for time series prediction using Backpropagation Neural Networks. The implementation is fully functional and includes MATLAB-formatted data for easy validation. The code features detailed comments explaining key algorithm components, making it particularly suitable for beginners learning neural network implementations.
MATLAB Code for License Plate Character Segmentation
A high-efficiency license plate character segmentation mini-program with straightforward implementation
MATLAB Implementation of Speaker Recognition with Multiple Algorithms
A MATLAB-based speaker recognition program utilizing BP, PNN, SOM, RBF, and LVQ algorithms for speech file training and testing, demonstrating effective performance. The implementation includes data partitioning for training and testing phases, with the bprengong program featuring MFCC vector processing, length normalization through truncation, and neural network architecture with 15 output neurons.
Scale Invariant Feature Transform (SIFT) Algorithm Implementation
Scale Invariant Feature Transform (SIFT) demonstrates exceptional performance in general object detection/recognition, with recent extensions to facial recognition applications. This MATLAB implementation includes feature extraction and descriptor computation capabilities.
MATLAB Code for Color Histogram in Image Retrieval
This file provides MATLAB implementation of color histogram feature extraction for image retrieval applications. The code demonstrates fundamental techniques in computer vision and digital image processing, offering a comprehensive approach to color feature analysis with examples of feature matching implementations.
MATLAB Implementation of Dijkstra's Algorithm with Code Explanation
An excellent Dijkstra's algorithm implementation in MATLAB. Highly recommended for download and learning!
MATLAB Implementation of MUSIC Algorithm with Code Explanation
Original implementation of the MUSIC algorithm with enhanced code-related descriptions for signal direction estimation
MATLAB Code Implementation for Digital Image Segmentation
MATLAB digital image segmentation implementation enabling target extraction from images with calculation of target area, perimeter, and aspect ratio using region properties analysis.