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MATLAB convolution is used to represent a frequency response of a source (i.e., the input to the system) by a transfer function, while correlation is used to represent the relationship between the two signals, often measured in decibels. Here are some common tasks where these are used: 1. Convolution for speech recognition, where the frequency response of a speech is converted into a frequency response of a background noise and then compared to detect sound and distinguish between speech and noise. 2. Image deconvolution, where an image can be reconstructed after being
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MATLAB is a popular programming language, which is widely used for scientific research, data analysis, simulation, and data visualization. It has advanced tools for image processing, signal processing, and mathematical computing. However, not many people know that MATLAB can also do a few tasks like convolution and correlation. In MATLAB, convolution can be done with a kernel function, while correlation is done with a matrix of correlations. Convolution is a powerful tool for image processing, signal processing, and medical applications. It calculates the value of the signal in the output plane