Image Compression
MATLAB Image Compression with Implementation Examples
Computing Matrix SVD Decomposition Using Different Methods
MATLAB simulation for computing matrix SVD decomposition through various approaches, utilizing SVD for solving least squares problems and implementing image compression
Wavelet SOFM-Based Image Compression Algorithm
A MATLAB-implemented wavelet SOFM image compression algorithm available for download on MATLAB's official website, offering significant reference value for researchers and developers working with neural network-based compression techniques.
Image Compression Using DCT Transformation: Methods for Grayscale and True-Color Images
Implementation of DCT-based image compression techniques with separate approaches for grayscale and true-color images, including code implementation details and compression performance analysis.
Single-Stage Image Compression Based on Wavelet Transform
This program implements single-stage image compression using wavelet transform, with implementation details including multi-level decomposition and quantization techniques.
Image Compression, Denoising, Enhancement and Sharpening
This comprehensive image processing program demonstrates techniques for compression, denoising, enhancement and sharpening. Implementation includes: displaying digital image matrix data and its Fourier transform, image compression using 2D discrete cosine transform (DCT), contrast enhancement via grayscale transformation, salt-and-pepper noise removal using medfilt2 2D median filtering, mean filtering with filter2 for noise reduction, adaptive Wiener filtering, five distinct gradient enhancement methods for sharpening, high-pass filtering with mask processing, Butterworth low-pass filter for image smoothing, and Butterworth high-pass filter for sharpening operations.
MATLAB Implementation of Arithmetic Coding for Image Compression Algorithms
Implementation of image compression algorithms using MATLAB, including complete source code for various compression techniques such as Huffman coding, arithmetic coding, DCT transformation, wavelet transforms, and more. The codebase provides practical implementations with detailed comments and algorithm explanations.
Implementation of Secondary Image Compression Using Wavelet Transform
Provides MATLAB source code with on-machine debugging, enabling wavelet transform-based secondary compression of images through multi-level decomposition and threshold processing algorithms.
JPEG-Based Image Compression
Implementation of JPEG-based image compression algorithm, suitable for academic projects and graduation designs with practical applicability
Image Compression Using LBG Algorithm with Histogram Visualization
Implementing LBG algorithm for image compression with histogram display and analysis