Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point technique
<p>Digital dental models are widely used compared to dental impressions or plaster-dental models for occlusal analysis as well as fabrication of prosthodontic and orthodontic appliances. The digital dental model has been considered as one of the significant measures for the analysis of dental...
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| مؤلفون آخرون: | , , , , |
| منشور في: |
2022
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| _version_ | 1864513567178358784 |
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| author | Sukumaran Anil (14158935) |
| author2 | Sajith Vellappally (14151996) Abdulaziz A. Al Kheraif (5504780) Darshan Devang Divakar (14151999) Wael Said (14152002) Azza S. Hassanein (14152005) |
| author2_role | author author author author author |
| author_facet | Sukumaran Anil (14158935) Sajith Vellappally (14151996) Abdulaziz A. Al Kheraif (5504780) Darshan Devang Divakar (14151999) Wael Said (14152002) Azza S. Hassanein (14152005) |
| author_role | author |
| dc.creator.none.fl_str_mv | Sukumaran Anil (14158935) Sajith Vellappally (14151996) Abdulaziz A. Al Kheraif (5504780) Darshan Devang Divakar (14151999) Wael Said (14152002) Azza S. Hassanein (14152005) |
| dc.date.none.fl_str_mv | 2022-11-22T21:15:14Z |
| dc.identifier.none.fl_str_mv | 10.1007/s12652-021-03404-5 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Improving_the_reconstruction_of_dental_occlusion_using_a_reconstructed-based_identical_matrix_point_technique/21597708 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Applied computing General Computer Science |
| dc.title.none.fl_str_mv | Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point technique |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p>Digital dental models are widely used compared to dental impressions or plaster-dental models for occlusal analysis as well as fabrication of prosthodontic and orthodontic appliances. The digital dental model has been considered as one of the significant measures for the analysis of dental occlusion. However, the process requires more computation time with less accuracy during the re-establishment of dental occlusion. In this research, a modern method to re-establish dental occlusion has been designed using a Reconstructed-based Identical Matrix Point (RIMP) technique. The curvature of the dental regions has been reconstructed using distance mapping in order to minimize the computation time, and an iterative point matching approach is used for accurate re-establishment. Satisfactory restoration and occlusion tests have been analyzed using a dental experimental setup with high-quality digital camera images. Further, the high-quality camera images are converted to grayscale images for mathematical computation using MATLAB image processing toolbox. Besides, 70 images have been taken into consideration in which 30 planar view images has been utilized for experimental analysis. Indeed, based on the outcomes, the proposed RIMP outperforms overall accuracy of (91.50%) and efficiency of (87.50%) in comparison with conventional methods such as GLCM, PCR, Fuzzy C Means, OPOS, and OGS.</p><h2>Other Information</h2> <p> Published in: Journal of Ambient Intelligence and Humanized Computing<br> License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="http://dx.doi.org/10.1007/s12652-021-03404-5" target="_blank">http://dx.doi.org/10.1007/s12652-021-03404-5</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_f8582e25afec1f0d499622684e6d6f6b |
| identifier_str_mv | 10.1007/s12652-021-03404-5 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/21597708 |
| publishDate | 2022 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point techniqueSukumaran Anil (14158935)Sajith Vellappally (14151996)Abdulaziz A. Al Kheraif (5504780)Darshan Devang Divakar (14151999)Wael Said (14152002)Azza S. Hassanein (14152005)Applied computingGeneral Computer Science<p>Digital dental models are widely used compared to dental impressions or plaster-dental models for occlusal analysis as well as fabrication of prosthodontic and orthodontic appliances. The digital dental model has been considered as one of the significant measures for the analysis of dental occlusion. However, the process requires more computation time with less accuracy during the re-establishment of dental occlusion. In this research, a modern method to re-establish dental occlusion has been designed using a Reconstructed-based Identical Matrix Point (RIMP) technique. The curvature of the dental regions has been reconstructed using distance mapping in order to minimize the computation time, and an iterative point matching approach is used for accurate re-establishment. Satisfactory restoration and occlusion tests have been analyzed using a dental experimental setup with high-quality digital camera images. Further, the high-quality camera images are converted to grayscale images for mathematical computation using MATLAB image processing toolbox. Besides, 70 images have been taken into consideration in which 30 planar view images has been utilized for experimental analysis. Indeed, based on the outcomes, the proposed RIMP outperforms overall accuracy of (91.50%) and efficiency of (87.50%) in comparison with conventional methods such as GLCM, PCR, Fuzzy C Means, OPOS, and OGS.</p><h2>Other Information</h2> <p> Published in: Journal of Ambient Intelligence and Humanized Computing<br> License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="http://dx.doi.org/10.1007/s12652-021-03404-5" target="_blank">http://dx.doi.org/10.1007/s12652-021-03404-5</a></p>2022-11-22T21:15:14ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1007/s12652-021-03404-5https://figshare.com/articles/journal_contribution/Improving_the_reconstruction_of_dental_occlusion_using_a_reconstructed-based_identical_matrix_point_technique/21597708CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/215977082022-11-22T21:15:14Z |
| spellingShingle | Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point technique Sukumaran Anil (14158935) Applied computing General Computer Science |
| status_str | publishedVersion |
| title | Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point technique |
| title_full | Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point technique |
| title_fullStr | Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point technique |
| title_full_unstemmed | Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point technique |
| title_short | Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point technique |
| title_sort | Improving the reconstruction of dental occlusion using a reconstructed-based identical matrix point technique |
| topic | Applied computing General Computer Science |