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Low-level vision by consensus in a spatial hierarchy of regions

Low-level vision by consensus in a spatial hierarchy of regions

We introduce a multi-scale framework for low-level vision, where the goal is estimating physical scene values from image data—such as depth from stereo image pairs. The framework uses a dense, overlapping set of image regions at multiple scales and a "local model," such as a slanted-plane model for stereo disparity, …