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Fast image scanning with deep max-pooling convolutional neural networks

Fast image scanning with deep max-pooling convolutional neural networks

Deep Neural Networks now excel at image classification, detection and segmentation. When used to scan images by means of a sliding window, however, their high computational complexity can bring even the most powerful hardware to its knees. We show how dynamic programming can speedup the process by orders of magnitude, …