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To build an ASM or AAM, a training phase is required: for example, through the principal component analysis (PCA) algorithm, explained later. In a rst phase, a sequence of example images is provided, where the user shows different poses and expressions of the face in order to cover more-or-less all of the motion and, at the same time, incident light conditions. With this sequence, ground-truth shapes are annotated by hand or, if possible, automated by reliable matching techniques. The left side of Fig. 2.20 shows an example with the vertices of the mesh put into evidence as well as the main contour lines; on the right of the picture, we see a subset of training shapes. Learning is done via the PCA in the following way: If M is the number of training examples and the model consists of N vertices, one can consider each example as a point v in a 2N -dimensional space, and the M points de ne a distribution that is usually close to a Gaussian, with a given mean and covariance. Therefore, we can compute an orthogonal basis that expresses the distribution in terms of 2N uncorrelated variables (principal components), such that the rst one corresponds to the direction of maximum variance of the data, the second is the direction of maximum variance after removing the rst component, and so on. In this way, one can neglect the last components without signi cantly affecting the distribution represented, thus reducing the space asp.net pdf 417 ASP . NET PDF-417 Barcode Generator - Generate 2D PDF417 in ...
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Not familiar with BarcodeLib, but I do have experiense with an easy-to-use Free Barcode API - http://freebarcode.codeplex.com/ which supports ... asp.net pdf 417 Setting PDF - 417 Barcode Size in C# - OnBarcode.com
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