TamazightV2, Pmc, Curation, bibRecord, 000127

Data set for Tifinagh handwriting character recognition

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Data set for Tifinagh handwriting character recognition

Auteurs : Omar Bencharef [Maroc] ; Younes Chihab [Maroc] ; Nouredine Mousaid [Maroc] ; Mustapha Oujaoura [Maroc]

Source :

Data in Brief [ 2352-3409 ] ; 2015.

RBID : PMC:4510372

Abstract

The Tifinagh alphabet-IRCAM is the official alphabet of the Amazigh language widely used in North Africa [1]. It includes thirty-one basic letter and two letters each composed of a base letter followed by the sign of labialization. Normalized only in 2003 (Unicode) [2], ICRAM-Tifinagh is a young character repertoire. Which needs more work on all levels. In this context we propose a data set for handwritten Tifinagh characters composed of 1376 image; 43 Image For Each character. The dataset can be used to train a Tifinagh character recognition system, or to extract the meaning characteristics of each character.

Url:

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4510372

DOI: 10.1016/j.dib.2015.04.008
PubMed: 26217753
PubMed Central: 4510372

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PMC:4510372

Le document en format XML

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<author><name sortKey="Bencharef, Omar" sort="Bencharef, Omar" uniqKey="Bencharef O" first="Omar" last="Bencharef">Omar Bencharef</name>
<affiliation wicri:level="1"><nlm:aff id="aff0005">Higher School of Technology-Essaouira, Cadi Ayyad University, Marrakech, Morocco</nlm:aff>
<country xml:lang="fr">Maroc</country>
<wicri:regionArea>Higher School of Technology-Essaouira, Cadi Ayyad University, Marrakech</wicri:regionArea>
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<author><name sortKey="Chihab, Younes" sort="Chihab, Younes" uniqKey="Chihab Y" first="Younes" last="Chihab">Younes Chihab</name>
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<author><name sortKey="Mousaid, Nouredine" sort="Mousaid, Nouredine" uniqKey="Mousaid N" first="Nouredine" last="Mousaid">Nouredine Mousaid</name>
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<author><name sortKey="Oujaoura, Mustapha" sort="Oujaoura, Mustapha" uniqKey="Oujaoura M" first="Mustapha" last="Oujaoura">Mustapha Oujaoura</name>
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<author><name sortKey="Oujaoura, Mustapha" sort="Oujaoura, Mustapha" uniqKey="Oujaoura M" first="Mustapha" last="Oujaoura">Mustapha Oujaoura</name>
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<series><title level="j">Data in Brief</title>
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<front><div type="abstract" xml:lang="en"><p>The Tifinagh alphabet-IRCAM is the official alphabet of the Amazigh language widely used in North Africa <xref rid="bib1" ref-type="bibr">[1]</xref>
. It includes thirty-one basic letter and two letters each composed of a base letter followed by the sign of labialization. Normalized only in 2003 (Unicode) <xref rid="bib2" ref-type="bibr">[2]</xref>
, ICRAM-Tifinagh is a young character repertoire. Which needs more work on all levels. In this context we propose a data set for handwritten Tifinagh characters composed of 1376 image; 43 Image For Each character. The dataset can be used to train a Tifinagh character recognition system, or to extract the meaning characteristics of each character.</p>
</div>
</front>
<back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Sadiqi, Fatima" uniqKey="Sadiqi F">Fatima Sadiqi</name>
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<author><name sortKey="Abadaa, F" uniqKey="Abadaa F">F. Abadaa</name>
</author>
<author><name sortKey="Ihzmadb, H" uniqKey="Ihzmadb H">H. Ihzmadb</name>
</author>
<author><name sortKey="Amzazia, S" uniqKey="Amzazia S">S. Amzazia</name>
</author>
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<biblStruct><analytic><author><name sortKey="Katherine, E" uniqKey="Katherine E">E. Katherine</name>
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<author><name sortKey="Hoffman" uniqKey="Hoffman">Hoffman</name>
</author>
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</biblStruct>
<biblStruct><analytic><author><name sortKey="Oujaoura, M" uniqKey="Oujaoura M">M. Oujaoura</name>
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<author><name sortKey="Minaoui, B" uniqKey="Minaoui B">B. Minaoui</name>
</author>
<author><name sortKey="Fakir, M" uniqKey="Fakir M">M. Fakir</name>
</author>
<author><name sortKey="Ayachi, R" uniqKey="Ayachi R">R. Ayachi</name>
</author>
<author><name sortKey="Bencharef, O" uniqKey="Bencharef O">O. Bencharef</name>
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<biblStruct><analytic><author><name sortKey="Vijayashree, C S" uniqKey="Vijayashree C">C.S. Vijayashree</name>
</author>
<author><name sortKey="Kagawade, Vishwanath C" uniqKey="Kagawade V">Vishwanath C. Kagawade</name>
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<author><name sortKey="Vasudev, T" uniqKey="Vasudev T">T. Vasudev</name>
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<author><name sortKey="Sugieb, Noboru" uniqKey="Sugieb N">Noboru Sugieb</name>
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<pmc article-type="brief-report"><pmc-dir>properties open_access</pmc-dir>
  <front><journal-meta><journal-id journal-id-type="nlm-ta">Data Brief</journal-id>
<journal-id journal-id-type="iso-abbrev">Data Brief</journal-id>
<journal-title-group><journal-title>Data in Brief</journal-title>
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<issn pub-type="epub">2352-3409</issn>
<publisher><publisher-name>Elsevier</publisher-name>
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<article-meta><article-id pub-id-type="pmid">26217753</article-id>
<article-id pub-id-type="pmc">4510372</article-id>
<article-id pub-id-type="publisher-id">S2352-3409(15)00050-5</article-id>
<article-id pub-id-type="doi">10.1016/j.dib.2015.04.008</article-id>
<article-categories><subj-group subj-group-type="heading"><subject>Data Article</subject>
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<title-group><article-title>Data set for Tifinagh handwriting character recognition</article-title>
</title-group>
<contrib-group><contrib contrib-type="author"><name><surname>Bencharef</surname>
<given-names>Omar</given-names>
</name>
<email>o.bencharef@uca.ma</email>
<xref rid="aff0005" ref-type="aff">a</xref>
<xref rid="cor1" ref-type="corresp">⁎</xref>
</contrib>
<contrib contrib-type="author"><name><surname>Chihab</surname>
<given-names>Younes</given-names>
</name>
<xref rid="aff0010" ref-type="aff">b</xref>
</contrib>
<contrib contrib-type="author"><name><surname>Mousaid</surname>
<given-names>Nouredine</given-names>
</name>
<xref rid="aff0005" ref-type="aff">a</xref>
</contrib>
<contrib contrib-type="author"><name><surname>Oujaoura</surname>
<given-names>Mustapha</given-names>
</name>
<xref rid="aff0015" ref-type="aff">c</xref>
</contrib>
</contrib-group>
<aff id="aff0005"><label>a</label>
Higher School of Technology-Essaouira, Cadi Ayyad University, Marrakech, Morocco</aff>
<aff id="aff0010"><label>b</label>
FP Safi, Cadi Ayyad University, Marrakech, Morocco</aff>
<aff id="aff0015"><label>c</label>
Faculty of Science and Technology, Sultan Moulay Slimane University, Beni Mellal, Morocco</aff>
<author-notes><corresp id="cor1"><label>⁎</label>
Corresponding author. <email>o.bencharef@uca.ma</email>
</corresp>
</author-notes>
<pub-date pub-type="pmc-release"><day>23</day>
<month>4</month>
<year>2015</year>
</pub-date>
<pmc-comment> PMC Release delay is 0 months and 0 days and was based on .</pmc-comment>
      <pub-date pub-type="collection"><month>9</month>
<year>2015</year>
</pub-date>
<pub-date pub-type="epub"><day>23</day>
<month>4</month>
<year>2015</year>
</pub-date>
<volume>4</volume>
<fpage>11</fpage>
<lpage>13</lpage>
<history><date date-type="received"><day>19</day>
<month>1</month>
<year>2015</year>
</date>
<date date-type="rev-recd"><day>7</day>
<month>4</month>
<year>2015</year>
</date>
<date date-type="accepted"><day>14</day>
<month>4</month>
<year>2015</year>
</date>
</history>
<permissions><copyright-statement>© 2015 The Authors</copyright-statement>
<copyright-year>2015</copyright-year>
</permissions>
<abstract><p>The Tifinagh alphabet-IRCAM is the official alphabet of the Amazigh language widely used in North Africa <xref rid="bib1" ref-type="bibr">[1]</xref>
. It includes thirty-one basic letter and two letters each composed of a base letter followed by the sign of labialization. Normalized only in 2003 (Unicode) <xref rid="bib2" ref-type="bibr">[2]</xref>
, ICRAM-Tifinagh is a young character repertoire. Which needs more work on all levels. In this context we propose a data set for handwritten Tifinagh characters composed of 1376 image; 43 Image For Each character. The dataset can be used to train a Tifinagh character recognition system, or to extract the meaning characteristics of each character.</p>
</abstract>
</article-meta>
</front>
<floats-group><fig id="f0005"><label>Fig. 1</label>
<caption><p>Elementary IRCAM Tifinagh characters.</p>
</caption>
<graphic xlink:href="gr1"></graphic>
</fig>
<fig id="f0010"><label>Fig. 2</label>
<caption><p>Example of handwriting Tifinagh character from the proposed data base.</p>
</caption>
<graphic xlink:href="gr2"></graphic>
</fig>
</floats-group>
</pmc>
</record>

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Data set for Tifinagh handwriting character recognition

Data set for Tifinagh handwriting character recognition

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Abstract

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