A Primer on Super Resolution for Images and Video
Introduction to Super Resolution Techniques for Images and Video - Ideal entry-level book covering fundamental concepts and practical implementations with code examples
KSVD Dictionary Training Algorithm
An advanced dictionary training method for optimizing sparse representations, featuring robust code implementation for image denoising and super-resolution applications. The well-documented MATLAB/Python code demonstrates efficient dictionary learning through orthogonal matching pursuit and atom updates.
Image Super-Resolution Reconstruction via Patch-Based Sparse Representation
Image Super-Resolution through Sparse Representation of Raw Image Patches with Code Implementation Insights
Fast and Robust Multiframe Super Resolution: Algorithm Implementation and Simulation Analysis
This implementation simulates the 'Fast and robust multiframe super resolution' paper with detailed code explanations, covering the complete pipeline from degraded image acquisition to iterative reconstruction in multiframe super-resolution restoration.
MUSIC Algorithm for Time of Arrival (TOA) Estimation
MUSIC Algorithm for High-Resolution TOA Estimation with Signal Subspace Processing
A Highly Useful MATLAB Package for Super-Resolution Imaging
An Advanced MATLAB Toolkit for Super-Resolution Image Reconstruction with Comprehensive Algorithm Implementation