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This chapter contains sections titled: 1.1 Low-Level Image Analysis and Bottom-up Segmentation, 1.2 Object Detection with Deformable-Template Models, 1.3 Detection of Rigid Objects, 1.4 Object Recognition, 1.5 Scene Analysis: Merging Detection and Recognition, 1.6 Neural Network Architectures