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Ardo Illaste edited res_region.md
about 10 years ago
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The original algorith works by joining the wavelet transform values along local maxima for increasing window lengths. Ridge lines obatained in this manner are taken to correspond to peaks if they satisfy certain criteria (length of the ridge, SNR, etc.) In our extension, the width of the peak is obtained from finding the first maximum of the wavelet transform values along the ridge line.
Region estimation is performed iteratively. This is done to ensure that overlapping events are correctly identified. At each pass regions which have no overlaps
and regions which only overlap with regions having a lower SNR are fitted. After this the fit result is subtracted from the original signal and region detection is performed again, followed by fitting. This is done until no more regions are detected or successfully fitted.