{"id":27044,"date":"2023-09-29T12:35:31","date_gmt":"2023-09-29T12:35:31","guid":{"rendered":"https:\/\/www.preciouscloud.eu\/?page_id=27044"},"modified":"2023-09-29T13:39:00","modified_gmt":"2023-09-29T13:39:00","slug":"human-activity-recognition","status":"publish","type":"page","link":"https:\/\/www.preciouscloud.eu\/?page_id=27044","title":{"rendered":"Human activity recognition"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"27044\" class=\"elementor elementor-27044\">\n\t\t\t\t\t\t<div class=\"elementor-section elementor-top-section elementor-element elementor-element-497d52d elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"497d52d\" 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-15a71d7 layouts-column-align-inherit layouts-section-position-none\" data-id=\"15a71d7\" 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-d741d71 elementor-widget elementor-widget-section_title\" data-id=\"d741d71\" 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\tHuman Activity Recognition\t\t<\/h2>\n\t\t\t<p class=\"iq-title-desc\">The PRECIOUS AI-based sensory framework represents a pioneering advancement in the field of human activity recognition. This cutting-edge system incorporates a sophisticated dual-algorithmic approach, harnessing data from an inertial measurement unit sensor and an RGB camera. By leveraging acceleration and angular data, PRECIOUS has meticulously crafted conventional Machine Learning and Deep Learning algorithms, which have demonstrated remarkable performance that eclipses prevailing state-of-the-art methods. In addition to these achievements, the framework further capitalizes on visual information by utilizing frames captured from a first-person camera to construct a Convolutional Neural Network. This holistic integration of sensory data from multiple sources empowers PRECIOUS to excel in the intricate task of recognizing diverse human activities, establishing itself as a formidable solution with immense potential for applications across healthcare, robotics, and beyond. This innovation represents a pivotal step towards enhancing our understanding of human behavior and its applications in various domains.<\/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-7fb1737 layouts-column-align-inherit layouts-section-position-none\" data-id=\"7fb1737\" 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-9d55326 elementor-widget elementor-widget-image\" data-id=\"9d55326\" 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=\"948\" height=\"502\" src=\"https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/boucharas-androutsos.png\" class=\"attachment-large size-large wp-image-26889\" alt=\"\" srcset=\"https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/boucharas-androutsos.png 948w, https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/boucharas-androutsos-300x159.png 300w, https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/boucharas-androutsos-768x407.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-6a5d5d1 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"6a5d5d1\" 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>Boucharas, D., Androutsos, C., Tachos, N.S., Tripolitit, E.E., Manousos, D., Skaramagkas, V., Ktistakis, E., Tsiknakis, M. and Fotiadis, D.I., 2021, October. Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors. In\u00a0<em>2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)<\/em>\u00a0(pp. 1-4). IEEE.<\/p><p class=\"MsoFootnoteText\">\u00a0<\/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>Human Activity Recognition The PRECIOUS AI-based sensory framework represents a pioneering advancement in the field of human activity recognition. This cutting-edge system incorporates a sophisticated dual-algorithmic approach, harnessing data from an inertial measurement unit sensor and an RGB camera. By leveraging acceleration and angular data, PRECIOUS has meticulously crafted conventional Machine Learning and Deep Learning [&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-27044","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27044","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=27044"}],"version-history":[{"count":8,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27044\/revisions"}],"predecessor-version":[{"id":27141,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27044\/revisions\/27141"}],"wp:attachment":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=27044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}