Title :
Conveyor Belt X-ray CT Using Domain Constrained Discrete Tomography
Author :
Alves Pereira, Luis F. ; Dabravolski, Andrei ; Tsang Ing Ren ; Cavalcanti, G.D.C. ; Sijbers, J.
Author_Institution :
Unidade Academica de Garanhuns, Univ. Fed. Rural de Pernambuco, Garanhuns, Brazil
Abstract :
This paper presents a reconstruction method for a conveyor belt X-ray scanning geometry, consisting of a static X-ray source/detector system and an object in uniform motion. Applying conventional reconstruction methods to data acquired in this geometry leads to severe artefacts. We show that by incorporating prior knowledge of the material as well as domain specific knowledge, such artefacts can be largely reduced. This is done by combining concepts of discrete tomography with the expected object domain.
Keywords :
belts; computerised tomography; conveyors; image reconstruction; conveyor belt X-ray CT; conveyor belt X-ray scanning geometry; domain constrained discrete tomography; domain specific knowledge; reconstruction method; static X-ray source/detector system; Computed tomography; Detectors; Geometry; Image reconstruction; Materials; X-ray imaging; Computed Tomography; Discrete Tomography; Inline scanning geometry;
Conference_Titel :
Graphics, Patterns and Images (SIBGRAPI), 2014 27th SIBGRAPI Conference on
Conference_Location :
Rio de Janeiro
DOI :
10.1109/SIBGRAPI.2014.21