Machine Learning, Data Science, Dimensionality Reduction, Svd, Linear Algebra.
values of most pixels depend on the pixels around them. So a low-rank matrix can be a good approximation of these images. Here is a snapshot of the results: Chen, Zihan. “Singular Value Decomposition and its Applications in Image Processing.” ACM, 2018 The entire formulation of the problem can be