Simple, contrast based, compartmentalization in 3D reconstruction from CT images
We are interested in different procedures and techniques to preprocess and postprocess the data in computed tomography reconstruction methods to achieve the better contrast, resolution or other types of the functional analysis of the data. We report the straightforward application of the imaging ar...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Al-Farabi Kazakh National University
2020-05-01
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| Series: | Physical Sciences and Technology |
| Online Access: | http://phst/index.php/journal/article/view/196 |
| _version_ | 1797645335017816064 |
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| author | A. S. Kussainov N. O. Saduev M. A. Em M. A. Mukhatay Y. T. Myrzabek |
| author_facet | A. S. Kussainov N. O. Saduev M. A. Em M. A. Mukhatay Y. T. Myrzabek |
| author_sort | A. S. Kussainov |
| collection | DOAJ |
| description |
We are interested in different procedures and techniques to preprocess and postprocess the data in computed
tomography reconstruction methods to achieve the better contrast, resolution or other types of the functional
analysis of the data. We report the straightforward application of the imaging artifacts treating technique,
that is the elimination of the overexposure artifact due to the presence of the metal object, for producing
the elementary image compartmentalization results with the artificial bone sample CT data. Thus, the high
absorption artifacts removal technique is given the complimentary function of the structural analysis and
revealing the metal pins scaffolding skeleton. The basic multilevel thresholding is used to reveal the
targeted structures. The results could be extremely useful for the noisy, unfiltered X-ray source, single run
data sets. The data have been supplied by the homemade CT scanner assembly and processed with the
custom reconstruction software developed specifically for this setup. OpenCV package tools for the C/C++
libraries compiled with the MS Visual Studio IDE compiler were extensively used.
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| first_indexed | 2024-03-11T14:44:50Z |
| format | Article |
| id | doaj.art-ed3bc6808df04244ab98ebedc7967a1c |
| institution | Directory Open Access Journal |
| issn | 2409-6121 |
| language | English |
| last_indexed | 2024-03-11T14:44:50Z |
| publishDate | 2020-05-01 |
| publisher | Al-Farabi Kazakh National University |
| record_format | Article |
| series | Physical Sciences and Technology |
| spelling | doaj.art-ed3bc6808df04244ab98ebedc7967a1c2023-10-30T13:10:53ZengAl-Farabi Kazakh National UniversityPhysical Sciences and Technology2409-61212020-05-0171-2Simple, contrast based, compartmentalization in 3D reconstruction from CT imagesA. S. Kussainov0N. O. Saduev1M. A. Em2M. A. Mukhatay3Y. T. Myrzabek4Faculty of Physics and Technology, al-Farabi Kazakh National University, 71, al-Farabi Ave, 050040, Almaty, Kazakhstan; National Nanotechnology Laboratory of Open Type, 71, al-Farabi Ave, 050040, Almaty, KazakhstanFaculty of Physics and Technology, al-Farabi Kazakh National University, 71, al-Farabi Ave, 050040, Almaty, Kazakhstan; National Nanotechnology Laboratory of Open Type, 71, al-Farabi Ave, 050040, Almaty, KazakhstanFaculty of Physics and Technology, al-Farabi Kazakh National University, 71, al-Farabi Ave, 050040, Almaty, KazakhstanFaculty of Physics and Technology, al-Farabi Kazakh National University, 71, al-Farabi Ave, 050040, Almaty, KazakhstanFaculty of Physics and Technology, al-Farabi Kazakh National University, 71, al-Farabi Ave, 050040, Almaty, Kazakhstan We are interested in different procedures and techniques to preprocess and postprocess the data in computed tomography reconstruction methods to achieve the better contrast, resolution or other types of the functional analysis of the data. We report the straightforward application of the imaging artifacts treating technique, that is the elimination of the overexposure artifact due to the presence of the metal object, for producing the elementary image compartmentalization results with the artificial bone sample CT data. Thus, the high absorption artifacts removal technique is given the complimentary function of the structural analysis and revealing the metal pins scaffolding skeleton. The basic multilevel thresholding is used to reveal the targeted structures. The results could be extremely useful for the noisy, unfiltered X-ray source, single run data sets. The data have been supplied by the homemade CT scanner assembly and processed with the custom reconstruction software developed specifically for this setup. OpenCV package tools for the C/C++ libraries compiled with the MS Visual Studio IDE compiler were extensively used. http://phst/index.php/journal/article/view/196 |
| spellingShingle | A. S. Kussainov N. O. Saduev M. A. Em M. A. Mukhatay Y. T. Myrzabek Simple, contrast based, compartmentalization in 3D reconstruction from CT images Physical Sciences and Technology |
| title | Simple, contrast based, compartmentalization in 3D reconstruction from CT images |
| title_full | Simple, contrast based, compartmentalization in 3D reconstruction from CT images |
| title_fullStr | Simple, contrast based, compartmentalization in 3D reconstruction from CT images |
| title_full_unstemmed | Simple, contrast based, compartmentalization in 3D reconstruction from CT images |
| title_short | Simple, contrast based, compartmentalization in 3D reconstruction from CT images |
| title_sort | simple contrast based compartmentalization in 3d reconstruction from ct images |
| url | http://phst/index.php/journal/article/view/196 |
| work_keys_str_mv | AT askussainov simplecontrastbasedcompartmentalizationin3dreconstructionfromctimages AT nosaduev simplecontrastbasedcompartmentalizationin3dreconstructionfromctimages AT maem simplecontrastbasedcompartmentalizationin3dreconstructionfromctimages AT mamukhatay simplecontrastbasedcompartmentalizationin3dreconstructionfromctimages AT ytmyrzabek simplecontrastbasedcompartmentalizationin3dreconstructionfromctimages |