<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2007-0934</journal-id>
<journal-title><![CDATA[Revista mexicana de ciencias agrícolas]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. Mex. Cienc. Agríc]]></abbrev-journal-title>
<issn>2007-0934</issn>
<publisher>
<publisher-name><![CDATA[Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-09342017000300517</article-id>
<article-id pub-id-type="doi">10.29312/remexca.v8i3.28</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Tamaño y número de granos de trigo analizados mediante procesamiento de imagen digital]]></article-title>
<article-title xml:lang="en"><![CDATA[Size and number of wheat grains analyzed by digital image processing]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sauceda Acosta]]></surname>
<given-names><![CDATA[Carlos Patricio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Villaseñor Mir]]></surname>
<given-names><![CDATA[Héctor Eduardo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Lugo García]]></surname>
<given-names><![CDATA[Gabriel Antonio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Partida Ruvalcaba]]></surname>
<given-names><![CDATA[Leopoldo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González Hernández]]></surname>
<given-names><![CDATA[Víctor Arturo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Reyes Olivas]]></surname>
<given-names><![CDATA[Álvaro]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma de Sinaloa Colegio de Ciencias Agropecuarias Facultad de Agricultura del Valle del Fuerte]]></institution>
<addr-line><![CDATA[Ahome Sinaloa]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,NIFAP Campo Experimental Valle de México ]]></institution>
<addr-line><![CDATA[Texcoco Estado de México]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Tecnológica de Culiacán  ]]></institution>
<addr-line><![CDATA[Culiacán Rosales Sinaloa]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Colegio de Postgraduados Campus Montecillo ]]></institution>
<addr-line><![CDATA[Texcoco Estado de México]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>05</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>05</month>
<year>2017</year>
</pub-date>
<volume>8</volume>
<numero>3</numero>
<fpage>517</fpage>
<lpage>529</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-09342017000300517&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-09342017000300517&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-09342017000300517&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen El registro visual del número y tamaño de grano utiliza muestras limitadas, provoca cansancio e incremento de error; inconvenientes que pueden solventarse con el procesamiento y análisis de imágenes digitales (PAID) propuesto en esta investigación. Para ello, se utilizaron semillas de cinco cultivares de trigo duro (Triticum durum Desf.) y cinco harineros (Triticum aestivum L.). Se obtuvieron imágenes con escáner. El PAID se realizó con ImageJ 1.49b, se midió largo, ancho, tamaño y número de granos en 317 muestras. El tiempo para el registro de granos se comparó entre conteo visual, PAID y contador electromecánico. Se efectuaron análisis de correlación, X2, ANDEVA, y comparación de medias. El tamaño de grano harinero fue de 15.41 a 18.37 mm2, en duros de 17.82 a 19.6 mm2 (DMS= 0.385, p&#8804; 0.01), éstos son más largo (&gt;7.1 mm; p&#8804; 0.01), pero de menor ancho (DMS= 0.043, p&#8804; 0.05). El número de granos observados y los calculados presentaron concordancia (X2= 2.73, p= 1) y estrecha correlación (rs= 1, p&#8804; 0.01). El contador y el registro visual del número de granos mostraron incremento lineal de tiempo conforme aumentó el tamaño de muestra, mientras que el PAID requiere aproximadamente 55 s. El procesamiento de imágenes facilita las dimensiones individuales de granos agrupados y es una herramienta precisa y rápida para analizar el tamaño y número de granos de trigo.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The visual record of grain number and size uses limited samples, causing fatigue and increase of error; disadvantages that can be solved with the processing and analysis of digital images (PAID) as proposed in this paper. In this regard, seeds of five durum wheat cultivars (Triticum durum Desf.) and five of common wheat (Triticum aestivum L.) were used. Scanned images were obtained. The PAID was performed with ImageJ 1.49b, length, width, size and number of grains were measured in 317 samples. The time for grain registration was compared between visual counting, PAID and electromechanical counter. Correlation analyzes, X2, ANDEVA, and comparison of means were performed. The grain size of common wheat was from 15.41 to 18.37 mm2, in durum it went from 17.82 to 19.6 mm2 (DMS = 0.385, p&#8804; 0.01), these were longer (&gt;7.1 mm; p&#8804; 0.01) but thinner (DMS = 0.043, p&#8804; 0.05). The number of grains observed and calculated showed concordance (X2= 2.73, p= 1) and close correlation (rs=1, p&#8804; 0.01). The counter and visual record of grains number showed linear increase of time as the sample size increased, while the PAID required approximately 55 s. Image processing facilitates the individual dimensions of pooled grains and is an accurate and fast tool for analyzing the size and number of wheat grains.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Triticum aestivum]]></kwd>
<kwd lng="es"><![CDATA[Triticum durum]]></kwd>
<kwd lng="es"><![CDATA[conteo de grano]]></kwd>
<kwd lng="es"><![CDATA[escáner]]></kwd>
<kwd lng="es"><![CDATA[ImageJ]]></kwd>
<kwd lng="en"><![CDATA[Triticum aestivum]]></kwd>
<kwd lng="en"><![CDATA[Triticum durum]]></kwd>
<kwd lng="en"><![CDATA[grain counting]]></kwd>
<kwd lng="en"><![CDATA[ImageJ]]></kwd>
<kwd lng="en"><![CDATA[scanner]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Braadbaart]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[van Bergen]]></surname>
<given-names><![CDATA[P. F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Digital imaging analysis of size and shape of wheat and pea upon heating under anoxic conditions as a function of the temperature]]></article-title>
<source><![CDATA[Vegetation History and Archaeobotany]]></source>
<year>2005</year>
<volume>14</volume>
<page-range>67-75</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Breseghello]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Sorrells]]></surname>
<given-names><![CDATA[M. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Association mapping of kernel size and milling quality in wheat (Triticum aestivum L.) cultivars]]></article-title>
<source><![CDATA[Genetics Society of America]]></source>
<year>2006</year>
<volume>172</volume>
<page-range>1165-77</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cleva]]></surname>
<given-names><![CDATA[M. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Sampallo]]></surname>
<given-names><![CDATA[G. M.]]></given-names>
</name>
<name>
<surname><![CDATA[González]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Acosta]]></surname>
<given-names><![CDATA[C. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Método para la determinación del volumen de una muestra de granos de arroz mediante el procesamiento digital de imágenes]]></article-title>
<source><![CDATA[Rev.Investig. Agrop.]]></source>
<year>2013</year>
<volume>39</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>185-90</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Di Rienzo]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Casanoves]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Balzarini]]></surname>
<given-names><![CDATA[M. G.]]></given-names>
</name>
<name>
<surname><![CDATA[González]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Tablada]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Robledo]]></surname>
<given-names><![CDATA[C. W.]]></given-names>
</name>
</person-group>
<source><![CDATA[Grupo InfoStat, FCA.]]></source>
<year>2014</year>
<publisher-loc><![CDATA[Argentina ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Nacional de Córdoba]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Eckardt]]></surname>
<given-names><![CDATA[N. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evolution of domesticated bread wheat]]></article-title>
<source><![CDATA[Plant Cell.]]></source>
<year>2010</year>
<volume>22</volume>
<numero>4</numero>
<issue>4</issue>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Faessel]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Courtois]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Touching grain kernels separation by gap-filling]]></article-title>
<source><![CDATA[Image Analysis and Stereology]]></source>
<year>2009</year>
<volume>28</volume>
<page-range>195-203</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ferreira]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Rasband]]></surname>
<given-names><![CDATA[W. S.]]></given-names>
</name>
</person-group>
<source><![CDATA[ImageJ user guide: IJ 1.46 r]]></source>
<year>2012</year>
<publisher-loc><![CDATA[Bethesda ]]></publisher-loc>
<publisher-name><![CDATA[MD: National Institutes of Health]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gegas]]></surname>
<given-names><![CDATA[V. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Nazari]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Griffiths]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Simmonds]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Fish]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Orford]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Sayers]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Doonan]]></surname>
<given-names><![CDATA[J. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Snape]]></surname>
<given-names><![CDATA[J. W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A genetic framework for grain size and shape variation in wheat]]></article-title>
<source><![CDATA[Plant Cell.]]></source>
<year>2010</year>
<volume>22</volume>
<page-range>1046-56</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Konopka]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Tanska]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Pszczo&#322;kowska]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Fordonski]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Kozirok]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Olszewski]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The effect of water stress on wheat kernel size, color, and protein composition]]></article-title>
<source><![CDATA[Polish J. Natural Sci.]]></source>
<year>2007</year>
<volume>22</volume>
<page-range>157-71</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lin]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[Y. M.]]></given-names>
</name>
<name>
<surname><![CDATA[He]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Hu]]></surname>
<given-names><![CDATA[G. W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A novel matching algorithm for splitting touching rice kernels based on contour curvature analysis]]></article-title>
<source><![CDATA[Computers and Electronics in Agriculture Journal]]></source>
<year>2014</year>
<volume>109</volume>
<page-range>124-33</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Maloney]]></surname>
<given-names><![CDATA[P. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Petersen]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Navarro]]></surname>
<given-names><![CDATA[R. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Marshall]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[McKendry]]></surname>
<given-names><![CDATA[A.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Costa]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Murphy]]></surname>
<given-names><![CDATA[J. P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Digital image analysis method for estimation of fusarium-damaged kernels in wheat]]></article-title>
<source><![CDATA[Crop Sci. Soc. Am.]]></source>
<year>2014</year>
<volume>54</volume>
<page-range>2077-83</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mascord]]></surname>
<given-names><![CDATA[D. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Heath]]></surname>
<given-names><![CDATA[R. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Behavioral and physiological índices of fatigue in a visual tracking task]]></article-title>
<source><![CDATA[J. Safety Res.]]></source>
<year>1992</year>
<volume>23</volume>
<page-range>19-25</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mebatsion]]></surname>
<given-names><![CDATA[H. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Paliwal]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Jayas]]></surname>
<given-names><![CDATA[D. S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Automatic classification of non-touching cereal grains in digital images using limited morphological and color features]]></article-title>
<source><![CDATA[Computers and Electronics in Agriculture Journal]]></source>
<year>2013</year>
<volume>90</volume>
<page-range>99-105</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mebatsion]]></surname>
<given-names><![CDATA[H. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Paliwal]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Fourier analysis based algorithm to separate touching kernels in digital images]]></article-title>
<source><![CDATA[J. Bio. Eng.]]></source>
<year>2011</year>
<volume>108</volume>
<page-range>66-74</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Okamoto]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Nguyen]]></surname>
<given-names><![CDATA[A. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Yoshioka]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Iehisa]]></surname>
<given-names><![CDATA[J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Takumi]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Identification of quantitative trait loci controlling grain size and shape in the D genome of synthetic hexaploid wheat lines]]></article-title>
<source><![CDATA[Breed. Sci.]]></source>
<year>2013</year>
<volume>63</volume>
<page-range>423-9</page-range></nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pietragalla]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Pask]]></surname>
<given-names><![CDATA[A. J. D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Rendimiento de grano y componentes del rendimiento]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Pask]]></surname>
<given-names><![CDATA[A. J. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Pietragalla]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Mullan]]></surname>
<given-names><![CDATA[D. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Chávez-Dulanto]]></surname>
<given-names><![CDATA[P. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Reynolds]]></surname>
<given-names><![CDATA[M. P.]]></given-names>
</name>
</person-group>
<source><![CDATA[fitomejoramiento fisiológico II: una guía de campo para la caracterización fenotípica de trigo]]></source>
<year>2013</year>
<page-range>95-103</page-range><publisher-loc><![CDATA[México, D. F. ]]></publisher-loc>
<publisher-name><![CDATA[Centro Internacional de Mejoramiento de Maíz y Trigo (CIMMYT)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Punn]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Bhalla]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Classification of wheat grains using machine algorithms]]></article-title>
<source><![CDATA[Int. J. Sci. Res.]]></source>
<year>2013</year>
<volume>2</volume>
<numero>8</numero>
<issue>8</issue>
<page-range>363-5</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ramya]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Chaubal]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Kulkarni]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Gupta]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Kadoo]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Dhaliwal]]></surname>
<given-names><![CDATA[H.S.]]></given-names>
</name>
<name>
<surname><![CDATA[Chhuneja]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Lagu]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Gupta]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[QTL mapping of 1000-kernel weight, kernel length, and kernel width in bread wheat (Triticum aestivum L.).]]></article-title>
<source><![CDATA[J. Appl. Gen.]]></source>
<year>2010</year>
<volume>51</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>421-9</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rasband]]></surname>
<given-names><![CDATA[W. S.]]></given-names>
</name>
</person-group>
<source><![CDATA[ImageJ; U. S. National institutes of health]]></source>
<year>2014</year>
<publisher-loc><![CDATA[Bethesda.Maryland, USA ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rasheed]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Xia]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Ogbonnaya]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Mahmood]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Mujeeb-Kazi]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[He]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genome-wide association for grain morphology in synthetic hexaploid wheats using digital imaging analysis]]></article-title>
<source><![CDATA[BMC Plant Biol.]]></source>
<year>2014</year>
<volume>14</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sadras]]></surname>
<given-names><![CDATA[V. O.]]></given-names>
</name>
<name>
<surname><![CDATA[Egli]]></surname>
<given-names><![CDATA[D. B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Seed size variation in grain crops:allometric relationships between rate and duration of seed growth]]></article-title>
<source><![CDATA[Crop Sci. Soc. Am.]]></source>
<year>2008</year>
<volume>48</volume>
<page-range>408-16</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Severini]]></surname>
<given-names><![CDATA[A. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Borrás]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Cirilo]]></surname>
<given-names><![CDATA[A. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Counting maize kernels through digital image analysis]]></article-title>
<source><![CDATA[Crop Sci. Soc. Am.]]></source>
<year>2011</year>
<volume>51</volume>
<page-range>2796-800</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shouche]]></surname>
<given-names><![CDATA[S. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Rastogi]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Bhagwat]]></surname>
<given-names><![CDATA[S. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Sainis]]></surname>
<given-names><![CDATA[J. K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Shape analysis of grains of Indiana wheat varieties]]></article-title>
<source><![CDATA[Computers and Electronics in Agriculture Journal]]></source>
<year>2001</year>
<volume>33</volume>
<page-range>55-76</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tanabata]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Shibaya]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Hori]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Ebana]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Yano]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[SmartGrain: highthroughput phenotyping software for measuring seed shape through image analysis]]></article-title>
<source><![CDATA[Plant Physiol.]]></source>
<year>2012</year>
<volume>160</volume>
<page-range>1871-80</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Visen]]></surname>
<given-names><![CDATA[N. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Shashidhar]]></surname>
<given-names><![CDATA[N. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Paliwal]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Jayas]]></surname>
<given-names><![CDATA[D. S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Identification and segmentation of occluding groups of grain kernels in a grain sample image]]></article-title>
<source><![CDATA[J. Agric. Eng. Res.]]></source>
<year>2001</year>
<volume>79</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>159-66</page-range></nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Whan]]></surname>
<given-names><![CDATA[A. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Smith]]></surname>
<given-names><![CDATA[A. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Cavanagh]]></surname>
<given-names><![CDATA[C. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Ral]]></surname>
<given-names><![CDATA[J.-P. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Shaw]]></surname>
<given-names><![CDATA[L. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Howitt]]></surname>
<given-names><![CDATA[C. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Bischof]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[GrainScan: a low cost; fast method for grain size and colour measurements]]></article-title>
<source><![CDATA[Plant Methods]]></source>
<year>2014</year>
<volume>10</volume>
<page-range>23</page-range></nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Williams]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Sorrells]]></surname>
<given-names><![CDATA[M. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Three-dimensional seed size and shape QTL in hexaploid wheat (Triticum aestivum L.)populations]]></article-title>
<source><![CDATA[Crop Sci. Soc. Am.]]></source>
<year>2014</year>
<volume>54</volume>
<page-range>98-110</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Williams]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Munkvold]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Sorrells]]></surname>
<given-names><![CDATA[M. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparison of digital image analysis using elliptic Fourier descriptors and major dimensions to phenotype seed shape in hexaploid wheat (Triticum aestivum L.)]]></article-title>
<source><![CDATA[Euphytica]]></source>
<year>2013</year>
<volume>190</volume>
<page-range>99-116</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wiwart]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Suchowilska]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Lajszner]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Graban]]></surname>
<given-names><![CDATA[&#321;]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Identification of hybrids of spelt and wheat and their parental forms using shape and color descriptors]]></article-title>
<source><![CDATA[Computers and Electronics in Agriculture]]></source>
<year>2012</year>
<volume>83</volume>
<page-range>68-76</page-range></nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Jayas]]></surname>
<given-names><![CDATA[D. S.]]></given-names>
</name>
<name>
<surname><![CDATA[White]]></surname>
<given-names><![CDATA[N. D. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Separation of touching grain kernels in an image by ellipse fitting algorithm]]></article-title>
<source><![CDATA[J. Bio. Eng.]]></source>
<year>2005</year>
<volume>92</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>135-42</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
