{"id":1468,"date":"2021-11-04T11:50:53","date_gmt":"2021-11-04T04:50:53","guid":{"rendered":"https:\/\/www.ict.mahidol.ac.th\/sdg\/?p=1468"},"modified":"2021-11-04T19:32:20","modified_gmt":"2021-11-04T12:32:20","slug":"immersive-visualization-of-dengue-vector-breeding-sites-extracted-from-street-view-images","status":"publish","type":"post","link":"https:\/\/www.ict.mahidol.ac.th\/sdg\/immersive-visualization-of-dengue-vector-breeding-sites-extracted-from-street-view-images\/","title":{"rendered":"Immersive Visualization of Dengue Vector Breeding Sites Extracted from Street View Images"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1468\" class=\"elementor elementor-1468\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f05a4c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f05a4c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a6fce08\" data-id=\"a6fce08\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c294723 elementor-widget elementor-widget-heading\" data-id=\"c294723\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Abstract:<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9d533df elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9d533df\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7bc1004\" data-id=\"7bc1004\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a2fea88 elementor-widget elementor-widget-text-editor\" data-id=\"a2fea88\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Dengue is considered one of the most serious global health burdens. The primary vector of dengue is the <em>Aedes aegypti<\/em> mosquito, which has adapted to human habitats and breeds primarily in artificial containers that can contain water. Control of dengue relies on effective mosquito vector control, for which detection and mapping of potential breeding sites is essential.\u00a0 The two traditional approaches to this have been to use satellite images, which do not provide sufficient resolution to detect a large proportion of the breeding sites, and manual counting, which is too labor-intensive to be used on a routine basis over large areas.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8dfdcaa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8dfdcaa\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6ae7848\" data-id=\"6ae7848\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2325df8 elementor-widget elementor-widget-heading\" data-id=\"2325df8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Objectives:<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-96932db elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"96932db\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3b480f1\" data-id=\"3b480f1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ba7f102 elementor-widget elementor-widget-text-editor\" data-id=\"ba7f102\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Applying convolutional neural nets to detect outdoor containers representing potential breeding sites in Google street view images. The challenge is now not a paucity of data, but rather transforming the large volumes of data produced into meaningful information.\u00a0<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-322a3ea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"322a3ea\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0851826\" data-id=\"0851826\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9e9d2b9 elementor-widget elementor-widget-heading\" data-id=\"9e9d2b9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Locale of Study:<\/h2>\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5bf05ec\" data-id=\"5bf05ec\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-74a5e16 elementor-widget elementor-widget-text-editor\" data-id=\"74a5e16\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt;\">Thailand<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7376da1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7376da1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2cce203\" data-id=\"2cce203\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7971972 elementor-widget elementor-widget-heading\" data-id=\"7971972\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Project Duration:<\/h2>\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-682cfe6\" data-id=\"682cfe6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-97fbc3b elementor-widget elementor-widget-text-editor\" data-id=\"97fbc3b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-size: 14pt;\">2020 &#8211; 2021<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0ff611b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0ff611b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-975bf32\" data-id=\"975bf32\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3552ad5 elementor-widget elementor-widget-heading\" data-id=\"3552ad5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Project Results:<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8e513c5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8e513c5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4287b3f\" data-id=\"4287b3f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2e3b27c elementor-widget elementor-widget-text-editor\" data-id=\"2e3b27c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Presenting the design of an immersive visualization using a tiled-display wall that supports an early but crucial stage of dengue investigation, by enabling researchers to interactively explore and discover patterns in the datasets, which can help in forming hypotheses that can drive quantitative analyses.<\/span><\/p><p><a href=\"https:\/\/www.ict.mahidol.ac.th\/sdg\/wp-content\/uploads\/2021\/11\/streetview2.jpg\"><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone wp-image-1522 size-full\" src=\"https:\/\/www.ict.mahidol.ac.th\/sdg\/wp-content\/uploads\/2021\/11\/streetview2.jpg\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.ict.mahidol.ac.th\/sdg\/wp-content\/uploads\/2021\/11\/streetview2.jpg 1920w, https:\/\/www.ict.mahidol.ac.th\/sdg\/wp-content\/uploads\/2021\/11\/streetview2-300x168.jpg 300w, https:\/\/www.ict.mahidol.ac.th\/sdg\/wp-content\/uploads\/2021\/11\/streetview2-150x84.jpg 150w, https:\/\/www.ict.mahidol.ac.th\/sdg\/wp-content\/uploads\/2021\/11\/streetview2-768x432.jpg 768w, https:\/\/www.ict.mahidol.ac.th\/sdg\/wp-content\/uploads\/2021\/11\/streetview2-1536x864.jpg 1536w, https:\/\/www.ict.mahidol.ac.th\/sdg\/wp-content\/uploads\/2021\/11\/streetview2-400x225.jpg 400w, https:\/\/www.ict.mahidol.ac.th\/sdg\/wp-content\/uploads\/2021\/11\/streetview2-600x338.jpg 600w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/a><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d10b85e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d10b85e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c52a5cc\" data-id=\"c52a5cc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c6d5c96 elementor-widget elementor-widget-heading\" data-id=\"c6d5c96\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Collaborators:<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f2bd9ee elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f2bd9ee\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ccd6765\" data-id=\"ccd6765\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-47a59ef elementor-widget elementor-widget-text-editor\" data-id=\"47a59ef\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Faculty of Information and Communication Technolgy<\/span><\/li><li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Biomathematics and Epidemiology, Grenoble-Alpes University, VetAgro Sup; Laue\u2013Langevin Institute, Theory Group.<\/span><\/li><li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Grenoble, France.<\/span><\/li><li style=\"text-align: justify;\"><span style=\"font-size: 14pt;\">Information Technology Center, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand<\/span><\/li><\/ul>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-25360b5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"25360b5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d9b8917\" data-id=\"d9b8917\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5d89334 elementor-widget elementor-widget-heading\" data-id=\"5d89334\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Related Links:<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-948e2a2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"948e2a2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b5f114f\" data-id=\"b5f114f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9783fd6 elementor-widget elementor-widget-text-editor\" data-id=\"9783fd6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><span style=\"font-size: 14pt;\"><a href=\"https:\/\/miru.ict.mahidol.ac.th\/immersive-visualization-of-dengue-vector-breeding-sites-extracted-from-street-view-images\" target=\"_blank\" rel=\"noopener\">https:\/\/miru.ict.mahidol.ac.th\/immersive-visualization-of-dengue-vector-breeding-sites-extracted-from-street-view-images<\/a><\/span><\/li><li><span style=\"font-size: 14pt;\"><a href=\"https:\/\/miru.ict.mahidol.ac.th\/images\/siteimages\/InfoViz\/DengueVis.mp4\" target=\"_blank\" rel=\"noopener\">https:\/\/miru.ict.mahidol.ac.th\/images\/siteimages\/InfoViz\/DengueVis.mp4<\/a><\/span><\/li><li><span style=\"font-size: 14pt;\">DOI Bookmark:\u00a0<a href=\"https:\/\/doi.ieeecomputersociety.org\/10.1109\/AIVR50618.2020.00016\" target=\"_blank\" rel=\"noopener\">10.1109\/AIVR50618.2020.00016<\/a><\/span><\/li><\/ul>\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Abstract: Dengue is considered one of the most serious global health burdens. The primary vector of dengue is the Aedes aegypti mosquito, which has adapted to human habitats and breeds primarily in artificial containers that can contain water. 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