Polyphase Filter Channelization with Enhanced Implementation Features
Implementation of polyphase filter channelization with customizable filter parameters, featuring a robust program structure suitable for signal processing applications
Fourth-Order Partial Differential Equation Based Image Denoising Algorithm
A custom-implemented image denoising algorithm utilizing fourth-order partial differential equations, specifically designed to effectively eliminate staircase artifacts while preserving image quality
MATLAB Implementation of Fuzzy Neural Network for Water Quality Assessment
Fuzzy Neural Network Algorithm for Water Quality Evaluation with Executable Program Code and Real-World Case Studies
SAR Data Imaging for 2048*1024 Point Dataset
Includes SAR data with 2048*1024 points, reference functions, and imaging program implementation with algorithm explanations
MATLAB-Based FSK Modulation and Demodulation System
Implementation of a MATLAB-based FSK modulation and demodulation system with comprehensive code, thoroughly tested and validated through personal use. Ideal for researchers and developers interested in digital communication systems.
Mutual Information-Based Image Registration
This is an image registration program based on mutual information, implemented using MATLAB with relatively straightforward code structure and essential algorithm implementation details.
Digital Display Instrument Digit Character Recognition
A comprehensive program for digit character recognition on digital display instruments, featuring image preprocessing, segmentation, and digit recognition algorithms with implementation insights.
BP Neural Network Image Classification with Beginner-Friendly Implementation
An image classification program using BP neural networks, featuring well-documented code suitable for beginners. The implementation uses a manageable dataset size for educational purposes, demonstrating core backpropagation algorithms with clear matrix operations and activation functions.
Kalman Filter Program and Presentation with Implementation Details
This valuable Kalman filter program and presentation represents our major coursework project, featuring complete MATLAB/Python implementation code and detailed algorithm explanations. Welcome to share and collaborate.
MATLAB Morphological Algorithm for Bean Counting in Images
A custom MATLAB program that utilizes morphological operations to accurately count beans in images, including implementation details of image preprocessing, segmentation, and object counting algorithms.