* PCA * Mixtures of probabilistic PCA * Gaussian mixture model with EM training algorithm * Linear and logistic regression with IRLS training algorithm * Multi-layer perceptron with linear, logistic and softmax outputs and appropriate error function
The striping pattern nonuniformity of the infrared line scanner (IRLS) severely limits the system performance. An adaptive nonuniformity correction (NUC) algorithm for IRLS using neural network is proposed. It uses a one-dimensional median filter to
