Detecting Peaks in Curves
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Resource Overview
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Extract curves from images and detect peaks within the curves. This functionality enables simultaneous detection and marking of multiple peaks in a single curve. The feature assists users in more accurately analyzing and understanding curve characteristics by leveraging algorithms like signal smoothing and peak prominence calculation. By extracting curve peaks, users can obtain valuable information about curve shape variations, which facilitates better data processing and decision-making in subsequent analysis. Implementation typically involves preprocessing steps such as noise reduction using Gaussian filters, followed by peak detection methods like findpeaks() function with customizable parameters for minimum peak height and distance thresholds.
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