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scikit-learn: For machine learning utilities including data splitting, linear regression model, and evaluation metrics. matplotlib: For plotting data points, regression lines, and displaying images.
This image processing project focuses on implementing essential techniques for image enhancement and noise reduction using non-linear filters. The project will cover three main aspects: smoothing, ...
When it comes to choosing between linear and nonlinear filtering, there is no definitive answer as it depends on the characteristics and objectives of the signal processing and filtering task.
Generalized non-linear wavelets are proposed by using weight coefficients in the analysis/synthesis operations. The proposed wavelets can generate various types of mother wavelets by adjusting the ...