{"id":1771,"date":"2024-10-25T09:42:32","date_gmt":"2024-10-25T09:42:32","guid":{"rendered":"https:\/\/seda.hi-iberia.es\/?p=1771"},"modified":"2024-10-25T09:49:56","modified_gmt":"2024-10-25T09:49:56","slug":"segmentacion-de-carreteras-y-caminos","status":"publish","type":"post","link":"https:\/\/seda.hi-iberia.es\/en\/caso-de-uso\/segmentacion-de-carreteras-y-caminos\/","title":{"rendered":"Highways and roads segmentation"},"content":{"rendered":"
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Roads segmentation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The segmentation of highways and roads<\/strong> in satellite images is a fundamental process for applications in the field of geospatial intelligence. By using high-resolution (HR) and very high-resolution (VHR) images with a precision of 1.5 m\/pixel or less, the system allows for the precise detection, delineation, and mapping of road networks, improving planning, management, and intervention in both civil and military environments.<\/p>

This use case focuses on the segmentation of highways and roads<\/strong> and paths in satellite images, enabling the accurate tracing of road networks through advanced Deep Learning algorithms<\/strong>Specifically, its goal is to extract and represent roads and paths as lines after processing the resulting pixel masks. l\u00edneas<\/strong> tras el procesamiento de las m\u00e1scaras de p\u00edxeles resultado.<\/p>

The vectorization process generates the following output reports:<\/p>

  • Vector lines of roads:<\/strong>representations of the road networks extracted from the pixel masks.<\/li>
  • Geospatial visualization:<\/strong>maps showing the location and shape of the detected roads overlaid on satellite images.<\/li><\/ul>

    These results can be exported in standard geospatial formats (such as GeoJSON or Shapefile) for integration into other geographic information systems (GIS). GeoJSON<\/strong> o Shapefile<\/strong>for integration into other geographic information systems (GIS).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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    Applications<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    This road segmentation system has applications in various areas:<\/p>

    • Military logistics:<\/strong>enables the planning of safe and rapid routes for the deployment of troops and materials in conflict zones or areas with difficult access.<\/li>
    • Natural disaster management:<\/strong>helps identify and plan emergency routes in affected areas, optimizing response and resource distribution.<\/li>
    • Urban planning and infrastructure development:<\/strong>provides updated data for the maintenance, construction, and expansion of road networks in developing areas.<\/li>
    • Environmental monitoring and sustainability:<\/strong>allows for the analysis of changes in the road network and its environmental impact, helping to prevent unplanned development in protected areas.<\/li><\/ul>
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      \"Carreteras
      SEDA roads segmentation<\/figcaption><\/figure><\/div>
      \"Carreteras
      SEDA roads segmentation<\/figcaption><\/figure><\/div>
      \"Segmentaci\u00f3n
      SEDA roads segmentation<\/figcaption><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t
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      <\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

      Segmentaci\u00f3n de carreteras La segmentaci\u00f3n de carreteras y caminos en im\u00e1genes satelitales es un proceso fundamental para aplicaciones en el \u00e1mbito de la inteligencia geoespacial. Mediante el uso de im\u00e1genes de alta (HR) y muy alta resoluci\u00f3n (VHR) con una precisi\u00f3n de 1.5 m\/p\u00edxel o menor, el sistema permite detectar, delinear y mapear redes viales […]<\/p>","protected":false},"author":1,"featured_media":1772,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-full","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[55],"tags":[],"class_list":["post-1771","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-caso-de-uso"],"_links":{"self":[{"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/posts\/1771","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/comments?post=1771"}],"version-history":[{"count":7,"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/posts\/1771\/revisions"}],"predecessor-version":[{"id":1784,"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/posts\/1771\/revisions\/1784"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/media\/1772"}],"wp:attachment":[{"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/media?parent=1771"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/categories?post=1771"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/seda.hi-iberia.es\/en\/wp-json\/wp\/v2\/tags?post=1771"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}