The definition of a "peak" is not so straightforward, especially when you have noise. Does that little noise peak on the shoulder of a bigger peak mean that that hump is now actually two peaks instead of one big one with a little bit of noise?
Do you have the Signal Processing Toolbox? If so play around with findpeaks(). Or else search the File Exchange - there are several peak detectors in there I believe.
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