... We present the first results of a system for automatic analysis of astronomical images from digitized plates. This system will automatically identify spectral lines in low resolution spectra employing image processing and analysis. ... This work is focused in the spectral plates only. ... Our objective is to develop an algorithm of optimal and robust segmentation of stellar spectra on spectral plate images with the purpose of identifying its spectral lines in an automatic form. ...