Beam hardening correction and its influence on the measurement accuracy and repeatability for CT dimensional metrology applications
نویسندگان
چکیده
The beam hardening effect is one of the major artifacts of X-ray computed tomography. It not only complicates medical inspection and material analysis, but also influences the accuracy and repeatability of dimensional measurements. Therefore, many efforts have been devoted to develop beam hardening correction methods since the early 1970s. In practice, the combination of hardware filters (pre-filtration) and linearization algorithms is frequently used. In general, this combination can largely eliminate the cupping effect, resulting in more homogeneous gray values throughout the same material and improving the surface appearance. However, while correcting for the beam hardening effect, other problems are generated, including noise magnification and contrast reduction. Moreover, experiments reveal that in some cases, beam hardening correction methods induce edge offsets of internal structures that are largely dependent on the amount of surrounding material. This worsens the measurement uncertainty. Therefore, this paper investigates the influence of beam hardening correction on the measurement accuracy and uncertainty for CT metrology applications.
منابع مشابه
An initial experimental study on the influence of beam hardening in X-ray CT for dimensional metrology
X-ray computed tomography (CT) enables the visualisation and dimensional evaluation of both the internal and external geometry of a workpiece, it is therefore well suited for measuring geometric features that are otherwise inaccessible to tactile and optical instruments. Beam hardening is a wellknown physical process that can degrade the quality of CT images and influence edge detection algorit...
متن کاملMoving towards in-line metrology: evaluation of a Laser Radar system for in-line dimensional inspection for automotive assembly systems
The increasing interest towards intelligent systems has led to a demand for the development of zero-defect strategies, with a paradigm shift from off-line and dedicated to inline metrology with integrated robotic systems. However, a major barrier preventing the systematic uptake of in-line metrology is the lack of evaluation of system capability in terms of accuracy, repeatability and measureme...
متن کاملA Framework for Performance Assessment of Beam Hardening Correction Algorithms in Industrial Computed Tomography
Industrial computed tomography (CT) images often suffer from beam hardening (BH) artefacts. Since beam hardening correction (BHC) is crucial in industrial CT, it is worth acquiring a good understanding of the BHC algorithms. The purpose of this work concerns the development of a phantom-based framework to assess the performance of BHC algorithms in industrial CT, and its application on several ...
متن کاملEvaluation of an image-based algorithm for quantitative spectral CT applications
In this paper we describe and evaluate an image-based spectral CT method. Its central formula expresses measured CT data as a spectral integration of the spectral attenuation coefficient multiplied by a Local Weighting Function (LWF). The LWF represents the local energy weighting in the image domain, taking into account the system and reconstruction properties and the object self attenuation. A...
متن کاملArtifact reduction techniques in Cone Beam Computed Tomography (CBCT) imaging modality
Introduction: Cone beam computed tomography (CBCT) was introduced and became more common based on its low cost, fast image procedure rate and low radiation dose compared to CT. This imaging modality improved diagnostic and treatment-planning procedures by providing three-dimensional information with greatly reduced level of radiation dose compared to 2D dental imaging modalitie...
متن کامل