Facies recognition using a smoothing process through Fast Independent Component Analysis and Discrete Cosine Transform
We apply Independent Component Analysis (ICA) to improve the classification of well-log data based on lithologies. We apply the Discrete Cosine Transform (DCT) to denoise and to smooth the data. The DCT smoothing process helps to increase the success rate of prediction.
independent component analysis discrete cosine transform automatic classification reservoir characterization