Comparison of large-volume imaging approaches using computed tomography

The acquisition of large tomography volumes, exceeding the typical detector field-of-view, requires advanced acquisition techniques. Current approaches are the tiling of local reconstructed volumes or the tiling in projection space, also known as mosaic tomography. Reconstruction tiling has the advantage that standard reconstruction software can be used and acquisition can be interrupted and resumed relatively easily. The disadvantage is that there is the need for volume registration and transformation. Projection tiling is faster and more dose efficient, however a custom reconstruction pipeline is required, registration in projection space is challenging due to lower contrast, and there is a high sensitivity to mechanical instabilities. In this work we propose a third, hybrid approach, to profit from the advantages of projection tiling, but limit the risks. The volume to be imaged is covered by overlapping cylinders, each corresponding to the reconstructed volume of one mosaic tomogram. The number of rings per cylinder and the total number of cylinders can be tuned to the specimen at hand. We demonstrate this approach for a 2cm-wide section of a human brain stem, imaged at the Anatomix beamline of Synchrotron Soleil, France with 0.65µm voxel size, resulting in reconstructed slices 29,650 voxels wide. For mosaic reconstruction we used our team’s existing pipeline. For stitching of volumes, image registration was performed in the overlap regions. As pairwise displacements between cylinders are not independent, we modified the registration approach to force a consistent solution. The results of the hybrid acquisition in seven tiles with four rings were compared to a pure projection tiling approach with eight rings and to local regions representing reconstruction tiling. In conclusion, we propose an extended field of view acquisition scheme building on the speed and dose efficiency of mosaic acquisition, but relaxing the requirements for mechanical and beam stability.

Authors

Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1117/12.3028566
Primary Topic
Medical Imaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparison of large-volume imaging approaches using computed tomography

Griffin P. Rodgers, Mattia Humbel, Christine Tanner, G. V. Schulz et al.
Medical Imaging Techniques and Applications
article

Comparison of large-volume imaging approaches using computed tomography

Griffin P. Rodgers, Mattia Humbel, Christine Tanner, G. V. Schulz, Hans Deyhle, Bert Müller
article en

Abstract

The acquisition of large tomography volumes, exceeding the typical detector field-of-view, requires advanced acquisition techniques. Current approaches are the tiling of local reconstructed volumes or the tiling in projection space, also known as mosaic tomography. Reconstruction tiling has the advantage that standard reconstruction software can be used and acquisition can be interrupted and resumed relatively easily. The disadvantage is that there is the need for volume registration and transformation. Projection tiling is faster and more dose efficient, however a custom reconstruction pipeline is required, registration in projection space is challenging due to lower contrast, and there is a high sensitivity to mechanical instabilities. In this work we propose a third, hybrid approach, to profit from the advantages of projection tiling, but limit the risks. The volume to be imaged is covered by overlapping cylinders, each corresponding to the reconstructed volume of one mosaic tomogram. The number of rings per cylinder and the total number of cylinders can be tuned to the specimen at hand. We demonstrate this approach for a 2cm-wide section of a human brain stem, imaged at the Anatomix beamline of Synchrotron Soleil, France with 0.65µm voxel size, resulting in reconstructed slices 29,650 voxels wide. For mosaic reconstruction we used our team’s existing pipeline. For stitching of volumes, image registration was performed in the overlap regions. As pairwise displacements between cylinders are not independent, we modified the registration approach to force a consistent solution. The results of the hybrid acquisition in seven tiles with four rings were compared to a pure projection tiling approach with eight rings and to local regions representing reconstruction tiling. In conclusion, we propose an extended field of view acquisition scheme building on the speed and dose efficiency of mosaic acquisition, but relaxing the requirements for mechanical and beam stability.

Openalex Percentile: Top 70%
Medical Imaging Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.