Matlab Resources

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This MATLAB program implements a function Generate_SystemMatrix that computes the system matrix for OSEM (Ordered Subsets Expectation Maximization) and MLEM (Maximum Likelihood Expectation Maximization) iterative image reconstruction algorithms. The function Generate_SystemMatrix(pixel) takes the image dimension (typically 64, 128, or 256) as input parameter - larger pixel values result in slower computation. The diedai-test file demonstrates a basic MLEM reconstruction implementation, which requires loading the SystemMatrix generated by Generate_SystemMatrix(128). Note: when running diedai-test, ensure the generated system matrix is saved as "SystemMatrix" to avoid errors.

MATLAB 225 views Tagged

A MATLAB-based object tracking simulation tool that processes AVI videos with specific format requirements, extracting human silhouettes against black backgrounds and detecting movement direction using computer vision algorithms.

MATLAB 228 views Tagged