Independent component analysis strategies for extracting information from remote-sensed images

This final report is organized as follows: in section 5, the mathematical formulation of the spectral unmixing problem is stated and linked with the BSS framework, also FastICA, JADE and MaxNG are briefly discussed; in section 6, the objectives of the present work are presented; in section 7, all the obtained experimental results are presented for different types of synthetically generated data as well for some real images datasets; finally in section 8, the main conclusions and issues to be included in a future program are outlined.