Professional MATLAB source code with comprehensive documentation and examples
Source code implementation for image segmentation using Markov Random Field (MRF) modeling and Iterated Conditional Modes (ICM) optimization algorithm, featuring pixel-level classification with spatial context integration
Improved region-based image segmentation algorithm particularly suitable for noisy images! Successfully compiled and tested in MATLAB 6.5 environment
Steganography involves embedding information within images while utilizing encryption and decryption algorithms to ensure data security during the concealment process.
License plate recognition system utilizing Sobel operator for edge detection to extract Arabic numerals from license plates, enabling accurate character identification through digital image processing techniques.
Implementation of grayscale histogram plotting and grayscale equalization for images using MATLAB with enhanced code-related descriptions
A self-developed program for detecting infrared small targets, featuring custom algorithms with practical applications in small target recognition domain
Implementation of the classic region merging method for image segmentation, featuring the source code from the paper "Interactive Image Segmentation by Maximal Similarity based Region Merging" with detailed algorithm insights
Image Processing Technique for Image Restoration Based on Regional Texture Synthesis
1. CENTER: Calculates the mean required for Gaussian model establishment, typically using sample data averaging in color spaces like YCbCr or HSV. 2. CHROMADIST: Plots skin color point distribution for visual analysis of chrominance characteristics.
Image super-resolution reconstruction utilizing Maximum A Posteriori (MAP) estimation with implementation insights
A MATLAB-based implementation for extracting texture features from digital images with code-level algorithm details
Image Processing: Compute connected component metrics including area, perimeter, circularity, rectangularity, and aspect ratio, with implementation using regionprops function and custom calculations
Comprehensive set of image fusion performance evaluation metrics including D (Difference), MSE (Mean Squared Error), PSNR (Peak Signal-to-Noise Ratio), SF (Structural Similarity), RMSE (Root Mean Squared Error), NCD (Normalized Color Difference), REL
Implementing SIFT (Scale-Invariant Feature Transform) feature point extraction from grayscale images using MATLAB with detailed algorithm explanations and code implementation approaches
A collection of image quality assessment functions including PSNR (Peak Signal-to-Noise Ratio), RMS (Root Mean Square Error), and NMSE (Normalized Mean Square Error). These functions are particularly useful for evaluating denoised and compressed imag
This algorithm implements Otsu's maximum inter-class variance method, utilizing MATLAB for effective image segmentation with code implementation details
Image Inpainting Algorithm and Simulation Code - 2011 Research on "Adaptive Image Inpainting Algorithm Based on Texture Features" with MATLAB Implementation
Image segmentation algorithm based on level set method implemented using MATLAB programming language
Implementation of edge detection algorithms including Sobel, Roberts, and Laplace operators with code examples
Classic Zhang Zhengyou camera calibration algorithm source code, experimental images, and calibration data with Python/Matlab implementation examples