Decimation-Free Directional Filter Banks for Classification and Numbering on Posterior Dental Radiography Using Mesiodistal Neck Detection
Dental classification and numbering on posterior dental radiography are important tasks for forensic and biomedical applications. This paper proposed a novel method of classification and numbering on posterior dental radiography using Decimation-Free Directional Filter Bank (DDFB) and mesiodistal ne...
Gespeichert in:
| Veröffentlicht in: | Journal of advanced computational intelligence and intelligent informatics 2014-07, Vol.18 (4), p.649-657 |
|---|---|
| Hauptverfasser: | , , , , , , |
| Format: | Artikel |
| Sprache: | eng |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 657 |
|---|---|
| container_issue | 4 |
| container_start_page | 649 |
| container_title | Journal of advanced computational intelligence and intelligent informatics |
| container_volume | 18 |
| creator | Arifin, Agus Zainal Yuniarti, Anny Khotimah, Wijayanti Nurul Wijaya, Arya Yudhi Hadi, Ahmad Mustofa Jawas, Naser Astuti, Eha Renwi |
| description | Dental classification and numbering on posterior dental radiography are important tasks for forensic and biomedical applications. This paper proposed a novel method of classification and numbering on posterior dental radiography using Decimation-Free Directional Filter Bank (DDFB) and mesiodistal neck detection. The method was started by a segmentation method for decomposing dental image into directional images using DDFB. Detection of mesiodistal neck tooth separated the crown and the root of teeth. Finally we used support vector machine for classification and numbering. The experimental results achieved a classification accuracy rate of 91%. It approved the robustness of the proposed method for solving the problem of dental classification and numbering. |
| doi_str_mv | 10.20965/jaciii.2014.p0649 |
| format | Article |
| fullrecord | <record><control><sourceid>crossref</sourceid><recordid>TN_cdi_crossref_primary_10_20965_jaciii_2014_p0649</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>10_20965_jaciii_2014_p0649</sourcerecordid><originalsourceid>FETCH-LOGICAL-c436t-7a5f5e5fa44dca29d43cd4a052bfbb40a68e1983879e16263efb5f49fef760713</originalsourceid><addsrcrecordid>eNotkE1OwzAQhS0EEhX0Aqx8gRQ7dpxkCS0FpFIQouto4ozL9Cep7LDoFTg1Tstq_t57I32M3UkxSUVpsvsNWCKKg9STgzC6vGAjWRQqKeLmMvZKq0RIJa7ZOISNELFPjdByxH5naGkPPXVtMveIfEYe7TDCjs9p16Pnj9BuA3ed59MdhECO7MnAoW348mdfo6d2zePiowvRQFE5w7aPCZ_QULf2cPg-8lUYVG8YqGsoDNcl2m1U9ueHt-zKwS7g-L_esNX86Wv6kizen1-nD4vEamX6JIfMZZg50LqxkJaNVrbRILK0dnWtBZgCZVmoIi9RmtQodHXmdOnQ5UbkUt2w9JxrfReCR1cdfETgj5UU1QlodQZaDUCrE1D1B_2VbhY</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Decimation-Free Directional Filter Banks for Classification and Numbering on Posterior Dental Radiography Using Mesiodistal Neck Detection</title><source>DOAJ Directory of Open Access Journals</source><creator>Arifin, Agus Zainal ; Yuniarti, Anny ; Khotimah, Wijayanti Nurul ; Wijaya, Arya Yudhi ; Hadi, Ahmad Mustofa ; Jawas, Naser ; Astuti, Eha Renwi</creator><creatorcontrib>Arifin, Agus Zainal ; Yuniarti, Anny ; Khotimah, Wijayanti Nurul ; Wijaya, Arya Yudhi ; Hadi, Ahmad Mustofa ; Jawas, Naser ; Astuti, Eha Renwi ; Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS, Surabaya, 60111, Indonesia ; Sekolah Tinggi Manajemen Informatika dan Teknik Komputer (STIKOM), Bali, Denpasar, Indonesia ; Department of Dental Radiography, Airlangga University, Surabaya, Indonesia</creatorcontrib><description>Dental classification and numbering on posterior dental radiography are important tasks for forensic and biomedical applications. This paper proposed a novel method of classification and numbering on posterior dental radiography using Decimation-Free Directional Filter Bank (DDFB) and mesiodistal neck detection. The method was started by a segmentation method for decomposing dental image into directional images using DDFB. Detection of mesiodistal neck tooth separated the crown and the root of teeth. Finally we used support vector machine for classification and numbering. The experimental results achieved a classification accuracy rate of 91%. It approved the robustness of the proposed method for solving the problem of dental classification and numbering.</description><identifier>ISSN: 1343-0130</identifier><identifier>EISSN: 1883-8014</identifier><identifier>DOI: 10.20965/jaciii.2014.p0649</identifier><language>eng</language><ispartof>Journal of advanced computational intelligence and intelligent informatics, 2014-07, Vol.18 (4), p.649-657</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c436t-7a5f5e5fa44dca29d43cd4a052bfbb40a68e1983879e16263efb5f49fef760713</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,864,27924,27925</link.rule.ids></links><search><creatorcontrib>Arifin, Agus Zainal</creatorcontrib><creatorcontrib>Yuniarti, Anny</creatorcontrib><creatorcontrib>Khotimah, Wijayanti Nurul</creatorcontrib><creatorcontrib>Wijaya, Arya Yudhi</creatorcontrib><creatorcontrib>Hadi, Ahmad Mustofa</creatorcontrib><creatorcontrib>Jawas, Naser</creatorcontrib><creatorcontrib>Astuti, Eha Renwi</creatorcontrib><creatorcontrib>Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS, Surabaya, 60111, Indonesia</creatorcontrib><creatorcontrib>Sekolah Tinggi Manajemen Informatika dan Teknik Komputer (STIKOM), Bali, Denpasar, Indonesia</creatorcontrib><creatorcontrib>Department of Dental Radiography, Airlangga University, Surabaya, Indonesia</creatorcontrib><title>Decimation-Free Directional Filter Banks for Classification and Numbering on Posterior Dental Radiography Using Mesiodistal Neck Detection</title><title>Journal of advanced computational intelligence and intelligent informatics</title><description>Dental classification and numbering on posterior dental radiography are important tasks for forensic and biomedical applications. This paper proposed a novel method of classification and numbering on posterior dental radiography using Decimation-Free Directional Filter Bank (DDFB) and mesiodistal neck detection. The method was started by a segmentation method for decomposing dental image into directional images using DDFB. Detection of mesiodistal neck tooth separated the crown and the root of teeth. Finally we used support vector machine for classification and numbering. The experimental results achieved a classification accuracy rate of 91%. It approved the robustness of the proposed method for solving the problem of dental classification and numbering.</description><issn>1343-0130</issn><issn>1883-8014</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNotkE1OwzAQhS0EEhX0Aqx8gRQ7dpxkCS0FpFIQouto4ozL9Cep7LDoFTg1Tstq_t57I32M3UkxSUVpsvsNWCKKg9STgzC6vGAjWRQqKeLmMvZKq0RIJa7ZOISNELFPjdByxH5naGkPPXVtMveIfEYe7TDCjs9p16Pnj9BuA3ed59MdhECO7MnAoW348mdfo6d2zePiowvRQFE5w7aPCZ_QULf2cPg-8lUYVG8YqGsoDNcl2m1U9ueHt-zKwS7g-L_esNX86Wv6kizen1-nD4vEamX6JIfMZZg50LqxkJaNVrbRILK0dnWtBZgCZVmoIi9RmtQodHXmdOnQ5UbkUt2w9JxrfReCR1cdfETgj5UU1QlodQZaDUCrE1D1B_2VbhY</recordid><startdate>20140720</startdate><enddate>20140720</enddate><creator>Arifin, Agus Zainal</creator><creator>Yuniarti, Anny</creator><creator>Khotimah, Wijayanti Nurul</creator><creator>Wijaya, Arya Yudhi</creator><creator>Hadi, Ahmad Mustofa</creator><creator>Jawas, Naser</creator><creator>Astuti, Eha Renwi</creator><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20140720</creationdate><title>Decimation-Free Directional Filter Banks for Classification and Numbering on Posterior Dental Radiography Using Mesiodistal Neck Detection</title><author>Arifin, Agus Zainal ; Yuniarti, Anny ; Khotimah, Wijayanti Nurul ; Wijaya, Arya Yudhi ; Hadi, Ahmad Mustofa ; Jawas, Naser ; Astuti, Eha Renwi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c436t-7a5f5e5fa44dca29d43cd4a052bfbb40a68e1983879e16263efb5f49fef760713</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Arifin, Agus Zainal</creatorcontrib><creatorcontrib>Yuniarti, Anny</creatorcontrib><creatorcontrib>Khotimah, Wijayanti Nurul</creatorcontrib><creatorcontrib>Wijaya, Arya Yudhi</creatorcontrib><creatorcontrib>Hadi, Ahmad Mustofa</creatorcontrib><creatorcontrib>Jawas, Naser</creatorcontrib><creatorcontrib>Astuti, Eha Renwi</creatorcontrib><creatorcontrib>Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS, Surabaya, 60111, Indonesia</creatorcontrib><creatorcontrib>Sekolah Tinggi Manajemen Informatika dan Teknik Komputer (STIKOM), Bali, Denpasar, Indonesia</creatorcontrib><creatorcontrib>Department of Dental Radiography, Airlangga University, Surabaya, Indonesia</creatorcontrib><collection>CrossRef</collection><jtitle>Journal of advanced computational intelligence and intelligent informatics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Arifin, Agus Zainal</au><au>Yuniarti, Anny</au><au>Khotimah, Wijayanti Nurul</au><au>Wijaya, Arya Yudhi</au><au>Hadi, Ahmad Mustofa</au><au>Jawas, Naser</au><au>Astuti, Eha Renwi</au><aucorp>Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS, Surabaya, 60111, Indonesia</aucorp><aucorp>Sekolah Tinggi Manajemen Informatika dan Teknik Komputer (STIKOM), Bali, Denpasar, Indonesia</aucorp><aucorp>Department of Dental Radiography, Airlangga University, Surabaya, Indonesia</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Decimation-Free Directional Filter Banks for Classification and Numbering on Posterior Dental Radiography Using Mesiodistal Neck Detection</atitle><jtitle>Journal of advanced computational intelligence and intelligent informatics</jtitle><date>2014-07-20</date><risdate>2014</risdate><volume>18</volume><issue>4</issue><spage>649</spage><epage>657</epage><pages>649-657</pages><issn>1343-0130</issn><eissn>1883-8014</eissn><abstract>Dental classification and numbering on posterior dental radiography are important tasks for forensic and biomedical applications. This paper proposed a novel method of classification and numbering on posterior dental radiography using Decimation-Free Directional Filter Bank (DDFB) and mesiodistal neck detection. The method was started by a segmentation method for decomposing dental image into directional images using DDFB. Detection of mesiodistal neck tooth separated the crown and the root of teeth. Finally we used support vector machine for classification and numbering. The experimental results achieved a classification accuracy rate of 91%. It approved the robustness of the proposed method for solving the problem of dental classification and numbering.</abstract><doi>10.20965/jaciii.2014.p0649</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 1343-0130 |
| ispartof | Journal of advanced computational intelligence and intelligent informatics, 2014-07, Vol.18 (4), p.649-657 |
| issn | 1343-0130 1883-8014 |
| language | eng |
| recordid | cdi_crossref_primary_10_20965_jaciii_2014_p0649 |
| source | DOAJ Directory of Open Access Journals |
| title | Decimation-Free Directional Filter Banks for Classification and Numbering on Posterior Dental Radiography Using Mesiodistal Neck Detection |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-23T09%3A28%3A04IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-crossref&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Decimation-Free%20Directional%20Filter%20Banks%20for%20Classification%20and%20Numbering%20on%20Posterior%20Dental%20Radiography%20Using%20Mesiodistal%20Neck%20Detection&rft.jtitle=Journal%20of%20advanced%20computational%20intelligence%20and%20intelligent%20informatics&rft.au=Arifin,%20Agus%20Zainal&rft.aucorp=Department%20of%20Informatics,%20Institut%20Teknologi%20Sepuluh%20Nopember%20(ITS),%20Kampus%20ITS,%20Surabaya,%2060111,%20Indonesia&rft.date=2014-07-20&rft.volume=18&rft.issue=4&rft.spage=649&rft.epage=657&rft.pages=649-657&rft.issn=1343-0130&rft.eissn=1883-8014&rft_id=info:doi/10.20965/jaciii.2014.p0649&rft_dat=%3Ccrossref%3E10_20965_jaciii_2014_p0649%3C/crossref%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |