A novel algorithm is proposed for the independent component analysis (ICA). In the algorithm, ICA is accomplished by geometrical transformation of a scatter diagram. We evaluate the performance of the algorithm by separating original independent images from some mixed images. Our algorithm fulfills considerable reduction of processing time while maintaining the same level of accuracy as conventional algorithms. (C) 2000 Elsevier Science B.V. All rights reserved.