Explore MATLAB source code curated for "小波域" with clean implementations, documentation, and examples.
Implementation code for wavelet domain image inpainting using nonlocal total variation algorithm, based on "WAVELET INPAINTING BY NONLOCAL TOTAL VARIATION" by Xiaoqun Zhang and Tony F. Chan, Inverse Problems and Imaging, 2010, 4(1). This MATLAB implementation combines wavelet decomposition with nonlocal regularization for effective image restoration.
This approach utilizes the Expectation-Maximization (EM) algorithm for parameter training in wavelet domain Hidden Markov Models (HMMs), demonstrating improved efficiency in training time compared to alternative methods. The implementation involves iterative estimation of latent state probabilities and optimization of model parameters through maximum likelihood estimation.
MATLAB programs for audio watermarking featuring two main components: wavelet domain audio watermarking with Modified Discrete Cosine Transform (MDCT) and watermark detection algorithms based on HRT (Harmonic Rejection Technique) and linear regression. The implementation includes robust embedding and detection mechanisms with preprocessing and postprocessing capabilities.
Implementation of Ant Colony Algorithm for image denoising in wavelet domain, based on authoritative 2010 SCI international journal research with excellent performance results.
Implementation code for image denoising based on wavelet-domain Hidden Markov Tree (HMT) models, featuring algorithm explanations and key function descriptions.
Wavelet-domain Hidden Markov Model-based image denoising represents the highest-performing image denoising methodology currently available, combining multiscale signal analysis with statistical modeling techniques.
Source code for wavelet domain digital watermarking with chaos encryption implementation, suitable for graduation projects and research