<?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>2007-7467</journal-id>
<journal-title><![CDATA[RIDE. Revista Iberoamericana para la Investigación y el Desarrollo Educativo]]></journal-title>
<abbrev-journal-title><![CDATA[RIDE. Rev. Iberoam. Investig. Desarro. Educ]]></abbrev-journal-title>
<issn>2007-7467</issn>
<publisher>
<publisher-name><![CDATA[Centro de Estudios e Investigaciones para el Desarrollo Docente A.C.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-74672023000200187</article-id>
<article-id pub-id-type="doi">10.23913/ride.v14i27.1770</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Aprendizaje para obtener la medición del costo computacional de los algoritmos de reconocimiento de imágenes en hojas del cultivo de soya]]></article-title>
<article-title xml:lang="en"><![CDATA[Learning to obtain the measure of computational cost of the image recognition algorithms in leaves of the soybean crop]]></article-title>
<article-title xml:lang="pt"><![CDATA[Aprendendo a medir o custo computacional de algoritmos de reconhecimento de imagem em folhas de soja]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González González]]></surname>
<given-names><![CDATA[Felipe Anastacio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Torres Mata]]></surname>
<given-names><![CDATA[Joaquín]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Lerma Sánchez]]></surname>
<given-names><![CDATA[Angel Mario]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González Sánchez]]></surname>
<given-names><![CDATA[Irma Carolina]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma de Tamaulipas  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Autónoma de Tamaulipas  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Autónoma de Tamaulipas  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Autónoma de Tamaulipas  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<volume>14</volume>
<numero>27</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-74672023000200187&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-74672023000200187&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-74672023000200187&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen El objetivo de este trabajo fue presentar la medición del costo computacional de varios algoritmos de reconocimiento de imágenes en hojas de soya, a través de un enfoque cuantitativo y experimental. Después de revisar la base teórica, se procedió a la implementación y experimentación de estos algoritmos utilizando imágenes de hojas de soya. Los resultados demuestran que no se puede establecer claramente cuál es la mejor elección entre los algoritmos detectores de descriptores como SIFT y SURF, pues mientras uno de ellos tiene un mayor tiempo de procesamiento en milisegundos, su consumo de memoria es menor, y viceversa. Por otro lado, en cuanto a los algoritmos de búsqueda de esquinas, como Harris y Shi-Tomasi, este último demostró ser superior tanto en términos del número de córneres detectados como en el tiempo de procesamiento en milisegundos y el consumo de memoria. Finalmente, en el grupo de algoritmos de contornos activos, se observó que el algoritmo Snake supera al Chan-Vese con un menor tiempo de procesamiento en milisegundos y un menor consumo de memoria. En síntesis, se puede sugerir que, para el reconocimiento de hojas en plantas de soya, el algoritmo Shi-Tomasi podría ser una opción adecuada debido a su desempeño óptimo en cuanto al tiempo de procesamiento y al consumo de memoria en comparación con los otros algoritmos analizados.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The objective of this paper is to present the measurement of the computational cost of some image recognition algorithms in soybean leaves based on the experimentation of these algorithms. It is a quantitative and experimental study. Starting from a search of the theoretical foundation of the algorithms, the implementation and experimentation of these algorithms tested with images of soybean crop leaves was carried out. As for the results obtained, it is found that between the descriptor detection algorithms SIFT and SURF in obtaining descriptors for each image tested there is no clear choice because while one has more processing time in milliseconds, its memory consumption is lower and vice versa. In relation to the Harris and Shi-Tomasi corner search algorithms, there is one that clearly shows that it is better both in the number of corners detected, as well as the time in milliseconds is less and the memory consumption is also lower, in this case it is the Shi-Tomasi. And among the active contour algorithms we have that both the Snake and Chan-Vese algorithms, among them the one with the best response time is the Snake with less time in milliseconds and less memory consumption. Summarizing the results, it can be suggested that the Shi-Tomasi algorithm for the recognition of leaves in soybean plants would be adequate since it obtains optimal results in terms of time and memory consumption of the computer equipment in comparison with the other mentioned algorithms.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo O objetivo deste trabalho foi apresentar a mensuração do custo computacional de diversos algoritmos de reconhecimento de imagens em folhas de soja, através de uma abordagem quantitativa e experimental. Após revisão da base teórica, procedemos à implementação e experimentação desses algoritmos utilizando imagens de folhas de soja. Os resultados mostram que não se pode estabelecer claramente qual a melhor escolha entre algoritmos detectores de descritores como SIFT e SURF, pois embora um deles tenha maior tempo de processamento em milissegundos, seu consumo de memória é menor, e vice-versa. Por outro lado, no que diz respeito aos algoritmos de busca de cantos, como Harris e Shi-Tomasi, este último mostrou-se superior tanto no número de cantos detectados como no tempo de processamento em milissegundos e no consumo de memória. Por fim, no grupo de algoritmos de contorno ativo, observou-se que o algoritmo Snake supera o Chan-Vese com menor tempo de processamento em milissegundos e menor consumo de memória. Em resumo, pode-se sugerir que, para reconhecimento de folhas em plantas de soja, o algoritmo Shi-Tomasi poderia ser uma opção adequada devido ao seu ótimo desempenho em termos de tempo de processamento e consumo de memória em comparação aos demais algoritmos analisados.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[algoritmos]]></kwd>
<kwd lng="es"><![CDATA[reconocimiento de imágenes]]></kwd>
<kwd lng="es"><![CDATA[costo computacional]]></kwd>
<kwd lng="en"><![CDATA[Algorithms]]></kwd>
<kwd lng="en"><![CDATA[image recognition]]></kwd>
<kwd lng="en"><![CDATA[computational cost]]></kwd>
<kwd lng="pt"><![CDATA[algoritmos]]></kwd>
<kwd lng="pt"><![CDATA[reconhecimento de imagens]]></kwd>
<kwd lng="pt"><![CDATA[custo computacional]]></kwd>
</kwd-group>
</article-meta>
</front><back>
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