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Surface reconstruction using Power Watershed

Abstract : Surface reconstruction from a set of noisy point measurements has been a well studied problem for several decades. Recently, variational and discrete optimization approaches have been applied to solve it, demonstrating good robustness to outliers thanks to a global energy minimization scheme. In this work, we use a recent approach embedding several optimization algorithms into a common framework named power watershed. We derive a specific watershed algorithm for surface reconstruction which is fast, robust to markers placement, and produces smooth surfaces. Experiments also show that our proposed algorithm compares favorably in terms of speed, memory requirement and accuracy with existing algorithms.
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Contributor : Laurent Najman Connect in order to contact the contributor
Submitted on : Sunday, October 21, 2012 - 10:11:25 PM
Last modification on : Saturday, January 15, 2022 - 3:58:19 AM
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Camille Couprie, Xavier Bresson, Laurent Najman, Hugues Talbot, Leo Grady. Surface reconstruction using Power Watershed. 10th International Symposium on Mathematical Morphology (ISMM'11), 2011, France. pp.381-392, ⟨10.1007/978-3-642-21569-8_33⟩. ⟨hal-00622504⟩



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