TomoGC: Binary Tomography by Constrained GraphCuts

Autor:	Stefania Petra, Christoph Schnörr, Matthias Zisler, Jörg Hendrik Kappes
Rok vydání:	2015
Předmět:	Sequence Reconstruction problem Computer science Small number Graphical model Iterative reconstruction Algorithm Binary tomography
Zdroj:	Lecture Notes in Computer Science ISBN: 9783319249469 GCPR
Popis:	We present an iterative reconstruction algorithm for binary tomography, called TomoGC, that solves the reconstruction problem based on a constrained graphical model by a sequence of graphcuts. TomoGC reconstructs objects even if a low number of measurements are only given, which enables shorter observation periods and lower radiation doses in industrial and medical applications. We additionally suggest some modifications of established methods that improve state-of-the-art methods. A comprehensive numerical evaluation demonstrates that the proposed method can reconstruct objects from a small number of projections more accurate and also faster than competitive methods.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::aece27e4e08211455c0830621ab63928 https://doi.org/10.1007/978-3-319-24947-6_21 Zobrazit plný text záznamu