Professional MATLAB source code with comprehensive documentation and examples
Polarimetric SAR data reader for San Francisco region with Pauli decomposition implementation for RGB image synthesis - includes data parsing, matrix operations, and color channel mapping for terrain analysis
Experiment Content: Developing a universal edge extraction function that implements Sobel operator, Prewitt operator, Roberts operator, Marr operator, and Canny edge detection through different input parameters, with detailed algorithm explanations a
This MATLAB implementation provides functions for converting images between different color systems including LUV, RGB, YUV, and LAB, with detailed code explanations and algorithm insights.
MATLAB implementation of Random Walker image segmentation algorithm requiring Graph Analysis Toolbox installation (available at http://eslab.bu.edu/software/graphanalysis/), including a practical application example demonstrating the graph-based segm
Implementation of histogram equalization through MMBEBHE (Modified Minimum Mean Brightness Error Bi-Histogram Equalization) image processing technique with code integration
Li Chunming's newly implemented local active contour model for image segmentation significantly outperforms traditional CV model methods. This implementation is based on the research paper "Minimization of Region-Scalable Fitting Energy for Image Seg
Non-Local Means Filter Input: Image to be smoothed t: Search window radius f: Similarity window radius h: Smoothing parameter Implementation example: NLmeans(ima, 5, 2, sigma)
MATLAB R13 Implementation for Face and Eye Detection: This code provides face detection through color segmentation techniques and identifies eye regions within detected faces. The implementation uses pixel analysis and regional processing algorithms
Applying MSER detector to detect local image regions for estimating image scale information - highly effective with practical implementation approaches!
Statistical methods for extracting image texture descriptors, with special focus on Co-occurrence matrices and Energy filters (Laws filters). These well-established texture descriptors are computationally efficient, straightforward to implement, and
Application Background MATLAB-based video target tracking algorithms include single Gaussian background modeling which can be applied to pedestrian detection, target tracking, and vehicle detection. This simulation implements core algorithms like sin
Image normalization techniques and implementation methods
LANDWEBER Iteration Function for Display and Application of 2D Images with Code Implementation Insights
Source code implementation of Retinex-based MSRCR image enhancement algorithm with tested functionality and ready-to-use deployment
Implementation of moving object tracking in video sequences using the MeanShift algorithm. Features manual target region selection via MATLAB's imcrop function for semi-automatic tracking, including algorithmic workflow and key function explanations.
MATLAB algorithms for face preprocessing in face recognition systems, including image enhancement techniques and feature extraction methods for improved recognition accuracy
Simulating FPA imaging with Gaussian PSF through parameter adjustments and image quality analysis, including code implementation approaches for PSF generation and convolution operations.
Self-implemented edge detection operators in MATLAB including Robert, Sobel, and Prewitt operators. These custom implementations help beginners understand the underlying algorithms by demonstrating gradient calculation methodologies, kernel convoluti
(1) Wavelet-based image denoising processing to remove noise and interference; (2) Wavelet-based image compression processing to reduce storage requirements; (3) Wavelet-based image enhancement processing to improve visual quality
Implementation of region matching between left and right stereo images with disparity map generation, featuring pixel similarity computation and depth estimation algorithms.