{"id":164,"date":"2024-06-18T09:40:48","date_gmt":"2024-06-18T09:40:48","guid":{"rendered":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/?page_id=164"},"modified":"2024-06-20T11:42:00","modified_gmt":"2024-06-20T11:42:00","slug":"csaba-benedek","status":"publish","type":"page","link":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/csaba-benedek\/","title":{"rendered":"Csaba Benedek"},"content":{"rendered":"<p><strong>Name<\/strong>: Csaba Benedek<br \/>\n<strong>Affiliation<\/strong>: HUN-REN Institute for Computer Science and Control (HUN-REN SZTAKI)<br \/>\n<strong>Primary research interest<\/strong>: Analysis of geospatial data, Lidar point cloud based 3D object recognition and reconstruction, Bayesian classification and object modelling approaches in computer\/machine vision applications<\/p>\n<p><strong>Title of the lecture<\/strong>: Generative Methods on 2D Image and 3D Structure Inpainting<br \/>\n<strong>Keywords<\/strong>: GAN, image inpainting, shape completion, Lidar<br \/>\n<strong>Summary<\/strong>: In this lecture, novel deep learning-based methods are presented for automatic analysis and inpainting of 2D images and 3D structures. The proposed methods are focused on three specifc use cases:<br \/>\n(i) inpainting 2D images of masonry walls in archaeology, and civil engineering applications,<br \/>\n(ii) filling up the missing regions in point clouds of 3D models acquired using Mobile Laser Scanning (MLS) systems. (<br \/>\niii) dense depth image prediction from sparse meaurements of a cost-efficient Lidar sensor.<\/p>\n<p>The proposed methods are evaluated on large databases containing a variety of synthetic and real-world scenarios, and their advantages over recent state-ofthe-art approaches are demonstrated.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Name: Csaba Benedek Affiliation: HUN-REN Institute for Computer Science and Control (HUN-REN SZTAKI) Primary research interest: Analysis of geospatial data, Lidar point cloud based 3D object recognition and reconstruction, Bayesian classification and object modelling approaches in computer\/machine vision applications Title of the lecture: Generative Methods on 2D Image and 3D Structure Inpainting Keywords: GAN, image &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/csaba-benedek\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Csaba Benedek&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"iawp_total_views":7,"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/pages\/164"}],"collection":[{"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/comments?post=164"}],"version-history":[{"count":1,"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/pages\/164\/revisions"}],"predecessor-version":[{"id":165,"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/pages\/164\/revisions\/165"}],"wp:attachment":[{"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/media?parent=164"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}