Fingerprint Recognition System
A fundamental MATLAB fingerprint recognition implementation featuring filtering, image enhancement, binarization, and matching algorithms - designed for educational purposes with straightforward code structure.
ICA Applications in Brain Activation Studies: Algorithm Implementation and fMRI Analysis
ICA achieves dimensionality reduction and isolates independent neural activations in brain imaging studies. This demonstration compares icaMS, icaML, icaMF, icaMF (positive sources), and PCA algorithms using two fMRI datasets: human scans from Hvidovre University Hospital (Denmark) and monkey scans from the EU-funded MAPAWAMO project.
BACKPROJ Implementation Using Filtered and Unfiltered Backprojection Algorithms
BACKPROJ employs filtered or unfiltered backprojection algorithms to execute the inverse Radon transform. The filter is designed directly in the frequency domain and multiplied with the FFT of projections. Projections undergo zero-padding to a power of 2 for optimal FFT performance, with implementation requiring careful frequency response design and projection pre-processing.