A new method of analysis for threshold selectionis presented. It is based on the wavelet transform which provides a multiscale analysis of the information of the histogram of an image. By the detection of the zero-crossings of the wavelet transform of the histogram
a sequence thresholds of the histogram is abtained
which are used to describe the image edge features. The complete method uses a coarse-to-fine multiresolution threshold stategy.