The current orientation of remote sensing applied research favours the use of both multisource and multidate data which are not always available to developing countries. The exploitation of the data available must therefore be optimized. This paper shows that we can improve the thematical supply of a simple picture by using some methods that bring together PCA ( principal component analysis) image restoration and segmentation.