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Type: Artigo de periódico
Title: A Uniform Grid Structure To Speed Up Example-based Photometric Stereo.
Author: Saracchini, Rafael F V
Stolfi, Jorge
da Gama Leitao, Helena Cristina
Abstract: In this paper, we describe a data structure and an algorithm to accelerate the table lookup step in example-based multiimage photometric stereo. In that step, one must find a pixel of a reference object, of known shape and color, whose appearance under m different illumination fields is similar to that of a given scene pixel. This search reduces to finding the closest match to a given m-vector in a table with a thousand or more m-vectors. Our method is faster than previously known solutions for this problem but, unlike some of them, is exact, i.e., always yields the best matching entry in the table, and does not assume point-like sources. Our solution exploits the fact that the table is in fact a fairly flat 2-D manifold in m-dimensional space so that the search can be efficiently solved with a uniform 2-D grid structure.
Rights: fechado
Identifier DOI: 10.1109/TIP.2011.2159386
Date Issue: 2011
Appears in Collections:Unicamp - Artigos e Outros Documentos

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