NMFs Algorithm (Non-negative Matrix Factorization with Sparsity Constraint)

The NMFs algorithm (Non-negative Matrix Factorization with Sparsity Constraint) implements face recognition based on local facial features through approximate matrix decomposition for spatial dimensionality reduction, optimizing sparse component extraction using regularization techniques.