{"id":27032,"date":"2023-09-29T12:31:35","date_gmt":"2023-09-29T12:31:35","guid":{"rendered":"https:\/\/www.preciouscloud.eu\/?page_id=27032"},"modified":"2023-09-29T13:25:35","modified_gmt":"2023-09-29T13:25:35","slug":"image-based-dietary-assessment","status":"publish","type":"page","link":"https:\/\/www.preciouscloud.eu\/?page_id=27032","title":{"rendered":"Image-Based Dietary Assessment"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"27032\" class=\"elementor elementor-27032\">\n\t\t\t\t\t\t<div class=\"elementor-section elementor-top-section elementor-element elementor-element-38fbaeb elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"38fbaeb\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\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-18991e7 layouts-column-align-inherit layouts-section-position-none\" data-id=\"18991e7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"hf-elementor-layout elementor-element elementor-element-719928a elementor-widget elementor-widget-section_title\" data-id=\"719928a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"section_title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t<div class=\"left iq-title-box iq-title-default iq-title-box-1\">\n\t\t<div class=\"iq-title-icon\">\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<h2 class=\"iq-title\" >\n\t\t\tImage-Based Dietary Assessment\t\t<\/h2>\n\t\t\t<p class=\"iq-title-desc\">Nowadays, the pervasive utilization of smartphones, combined with the constant progressions in the fields of AI, mHealth systems, and computer vision, presents an exciting prospect for both professionals and individuals to track and record their dietary habits on a daily basis . This is made possible through the utilization of dietary assessment applications, systems, and intelligent devices . Nutritional assessment applications have been devised to automatically monitor, record, and compute an individual&#8217;s daily dietary consumption without requiring their active participation. The main parts of the proposed image-based dietary assessment system using smartphone food photos are: (i) the food image dataset; (ii) the image segmentation subsystem; (iii) the image classification subsystem; (iv) the volume or weight estimation subsystem; and (v) the nutritional database .<\/p>\t<\/div>\n    \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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-58870c6 layouts-column-align-inherit layouts-section-position-none\" data-id=\"58870c6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"hf-elementor-layout elementor-element elementor-element-c16941d elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"c16941d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"978\" height=\"513\" src=\"https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/konstantakopoulos.png\" class=\"attachment-large size-large wp-image-26880\" alt=\"\" srcset=\"https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/konstantakopoulos.png 978w, https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/konstantakopoulos-300x157.png 300w, https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/konstantakopoulos-768x403.png 768w\" sizes=\"100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"hf-elementor-layout elementor-element elementor-element-7a010bc elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"7a010bc\" data-element_type=\"widget\" data-e-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\t\t<p class=\"MsoFootnoteText\"><span class=\"MsoFootnoteReference\"><span style=\"font-size: 8.0pt;\"><!-- [if !supportFootnotes]--><span class=\"MsoFootnoteReference\"><span style=\"font-size: 8.0pt; line-height: 107%; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;\">[1]<\/span><\/span><!--[endif]--><\/span><\/span><span style=\"font-size: 8.0pt;\"> F. S. Konstantakopoulos et al., &#8220;GlucoseML Mobile<br \/>Application for Automated Dietary Assessment of Mediterranean Food,&#8221; in<br \/>2022 44th Annual International Conference of the IEEE Engineering in Medicine<br \/>&amp; Biology Society (EMBC), 2022, pp. 1432-1435: IEEE<\/span><\/p><p class=\"MsoFootnoteText\"><span class=\"MsoFootnoteReference\"><span style=\"font-size: 8.0pt;\"><!-- [if !supportFootnotes]--><span class=\"MsoFootnoteReference\"><span style=\"font-size: 8.0pt; line-height: 107%; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;\">[2]<\/span><\/span><!--[endif]--><\/span><\/span><span style=\"font-size: 8.0pt;\"> F. S. Konstantakopoulos, E. I. Georga and D. I.<br \/>Fotiadis, &#8220;An Automated Image-Based Dietary Assessment System for<br \/>Mediterranean Foods,&#8221; in IEEE Open Journal of Engineering in Medicine and<br \/>Biology, vol. 4, pp. 45-54, 2023,<\/span><\/p><p><span class=\"MsoFootnoteReference\"><span style=\"font-size: 8.0pt; line-height: 107%; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;\"><!-- [if !supportFootnotes]--><span class=\"MsoFootnoteReference\"><span style=\"font-size: 8pt; line-height: 107%;\">[3]<\/span><\/span><!--[endif]--><\/span><\/span><span style=\"font-size: 8.0pt; line-height: 107%; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;\"> F. S. Konstantakopoulos, E. I. Georga, and D.<br \/>I. Fotiadis, &#8220;A Review of Image-based Food Recognition and Volume<br \/>Estimation Artificial Intelligence Systems,&#8221; IEEE Reviews in Biomedical<br \/>Engineering, pp. 1-17, 2023.<\/span><\/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<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Image-Based Dietary Assessment Nowadays, the pervasive utilization of smartphones, combined with the constant progressions in the fields of AI, mHealth systems, and computer vision, presents an exciting prospect for both professionals and individuals to track and record their dietary habits on a daily basis . This is made possible through the utilization of dietary assessment [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-27032","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27032","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=27032"}],"version-history":[{"count":8,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27032\/revisions"}],"predecessor-version":[{"id":27115,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27032\/revisions\/27115"}],"wp:attachment":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=27032"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}