Statistical Methods for Image Registration and Denoising
Matthew D. Sambora
Broschiertes Buch

Statistical Methods for Image Registration and Denoising

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This dissertation describes research into image processing techniques that enhance military operational and support activities. The research extends existing work on image registration by introducing a novel method that exploits local correlations to improve the performance of projection-based image registration algorithms. The dissertation also extends the bounds on image registration performance for both projection-based and full-frame image registration algorithms and extends the Barankin bound from the one-dimensional case to the problem of two-dimensional image registration. It is demonst...