Titlebook: Hierarchical Neural Networks for Image Interpretation; Sven Behnke Book 2003 Springer-Verlag Berlin Heidelberg 2003 cognition.computer vis

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Binarization of Matrix Codes version of the Neural Abstraction Pyramid..The desired network output is computed using an adaptive thresholding method for images of high contrast. The network is trained to iteratively produce it even when the contrast is lowered and typical noise is added to the input.

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Learning Iterative Image Reconstructionuse Neural Abstraction Pyramid networks for both analysis and synthesis of images. The networks have a hierarchical architecture which represents images in multiple scales with different degrees of abstraction. The mapping between these representations is mediated by a local recurrent connection str