Identify the duration of zero values and count the number of such zero regions

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I have a signal shown above.
  1. First I want to identify the duration(length) of each zero valued regions represented as T, T1, T2, T3 etc., (You may generate any signal with zeroed region similar to my graph)
  2. Count how many such zero valued regions are there in 1 sec(or within a specified time).
Any help interms of code is well appreciated. Thank you in advance.

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Davide Masiello
Davide Masiello am 1 Dez. 2022
Bearbeitet: Davide Masiello am 1 Dez. 2022
time = 0:100;
signal = rand(size(time));
signal([3:6,15:21,43:55,61:64,87:92]) = 0;
r = regionprops(signal==0,"SubarrayIdx");
for k = 1:length(r)
time_indexes = r(k).SubarrayIdx{2};
durations(k) = time(time_indexes(end))-time(time_indexes(1));
durations = 1×5
3 6 12 3 5
Obviously, the number of zero regions is the length of the array durations.
  3 Kommentare
Image Analyst
Image Analyst am 1 Dez. 2022
Or, more simply
zeroRegions = (signal == 0); % Identify elements that are exactly 0.
% Throw out runs less than, say, 3 elements long.
zeroRegions = bwareaopen(zeroRegions, 3);
% Measure what's left (regions 3 or more elements long).
r = regionprops(zeroRegions,"Area");
durations = [r.Area] % Extract all run lengths from structure into vector.

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