Linear Algebra and Image Processing with Python. This project includes three major tasks, focusing on eigenvalues and eigenvectors, image compression using Principal Component Analysis (PCA), and ...

Linear Algebra plays a pivotal role in image processing, enabling various matrix operations that profoundly impact image quality and manipulation. This research investigates the application of matrix ...

Therefore, using RGB vectors to represent colour, one could view an image as 3 matrices, each one corresponding to an RGB channel. It may also help to view them as stacked in the 3rd dimension. Since ...

Linear Algebra is one of the main mathematical fields, which is used in many technical subjects. Inability to realize the importance of Linear Algebra and its applications in technical subjects is one ...

This textbook for undergraduate mathematics, science, and engineering students introduces the theory and applications of discrete Fourier and wavelet transforms using elementary linear algebra, ...

SciPy is a free and open-source Python library (built on top of Numpy) used for scientific computing and technical computing. SciPy contains modules for optimization, linear algebra, integration, ...