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Lecture Notes in Computer Science
This paper introduces an approach for dense 3D reconstruction from unregistered Internet-scale photo collections with about 3 million images within the span of a day on a single PC ("cloudless"). Our method advances image clustering, stereo, stereo fusion and structure from motion to achieve high computational performance. We leverage geometric and appearance constraints to obtain a highly parallel implementation on modern graphics processors and multi-core architectures. This leads to twodoi:10.1007/978-3-642-15561-1_27 fatcat:suyl53jywvgelcfnopxbqew5jy