Computing Power Spectral Density (PSD)
MATLAB source code for calculating Power Spectral Density (PSD) with Welch's method implementation
Calculation of Color Moments - Image Processing Feature Extraction Technique
Comprehensive guide to color moment computation for image processing feature extraction, including implementation methods and statistical algorithms
Computing Optical Flow Fields Between Adjacent Frames in Videos or Images
Calculate optical flow fields between consecutive frames in video or image sequences using a polynomial expansion method. After configuring the video path, simply execute the algorithm for streamlined optical flow computation with practical implementation ready for deployment.
Wavelet Packet Energy Spectrum Calculation
Computation of wavelet packet energy spectrum for signal frequency band analysis and feature extraction, applied in pattern recognition, with code implementation details for sub-band decomposition and energy calculation algorithms.
Computation of Gabor Filter Function
Implementation of Gabor filter computation modules. Gabor1.m: Visualizes 4-direction Gabor filter templates through image display. Gabor2.m: Top-level module implementing Gabor filtering on Lena image using 4 directional filters. gabor.m: Plots spatial and frequency domain representations of a single Gabor filter. compute.m: Core Gabor filter computation function (called independently by the above 3 modules which operate separately).
Simulation of Various Channel Capacity Calculations
Standard foundational code for simulating various channel capacity calculations, providing significant assistance for beginners with comprehensive algorithm implementations
Calculating Optimal Image Threshold in MATLAB
Algorithm Implementation for Optimal Image Threshold Computation Using Various Image Processing Techniques
Forward-Backward Sweep Method for Power Flow Calculation in Distribution Networks
A program implementing the forward-backward sweep algorithm for distribution network power flow analysis, with IEEE 33-node system as a validation case study
Box-Counting Dimension Calculation for Fractal Dimension Analysis
A program implementation for computing fractal dimensions of 1D curves using the box-counting dimension principle, featuring optimized algorithms and efficient data structures.
MATLAB Implementation of Jakes Model for Calculating Multipath Power Spectral Density in Mobile Wireless Transmission
MATLAB implementation of Jakes model for calculating multipath power spectral density in mobile wireless transmission systems, featuring channel modeling and performance analysis capabilities