{"id":8154,"date":"2021-03-16T21:02:13","date_gmt":"2021-03-17T02:02:13","guid":{"rendered":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/?p=8154"},"modified":"2026-02-18T11:29:46","modified_gmt":"2026-02-18T16:29:46","slug":"explainable-sas-accepted-to-igarss","status":"publish","type":"post","link":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/2021\/03\/16\/explainable-sas-accepted-to-igarss\/","title":{"rendered":"EXPLAINABLE SAS ACCEPTED TO IGARSS!"},"content":{"rendered":"<figure id=\"attachment_8050\" aria-describedby=\"caption-attachment-8050\" style=\"width: 356px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-8050 size-full\" src=\"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-content\/uploads\/sites\/759\/2021\/03\/explainable_sas.png\" alt=\"\" width=\"356\" height=\"274\" \/><figcaption id=\"caption-attachment-8050\" class=\"wp-caption-text\">Examples of various seafloor textures in SAS imagery<\/figcaption><\/figure>\n<p>Congratulations to our labmates: <strong>Sarah Walker, Joshua Peeples<\/strong>, Jeff Dale, James Keller and <strong>Alina Zare<\/strong>!\u00a0 Their paper,<strong> &#8220;Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery&#8221;<\/strong> was recently accepted to the <strong><em>IEEE International Geoscience and Remote Sensing Symposium (IGARSS).<\/em><\/strong><\/p>\n<p>In their paper, the authors provide an in-depth analysis to the factors that affect performance of texture classification in SAS imagery. They also give insight into critical features for SAS classification.<\/p>\n<p>Check out the paper <a href=\"https:\/\/faculty.eng.ufl.edu\/machine-learning\/2021\/03\/explainable-systematic-analysis-for-synthetic-aperture-sonar-imagery\/\">here<\/a>!\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Congratulations to our labmates: Sarah Walker, Joshua Peeples, Jeff Dale, James Keller and Alina Zare!\u00a0 Their paper, &#8220;Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery&#8221; was recently accepted to the IEEE International Geoscience and Remote Sensing Symposium (IGARSS). In their paper, the authors provide an in-depth analysis to the factors that affect performance of texture [&hellip;]<\/p>\n","protected":false},"author":28,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-templates\/single-sidebar-none.php","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[9],"tags":[151,221,223,287,397,657,729,739],"class_list":["post-8154","post","type-post","status-publish","format-standard","hentry","category-news","tag-classification","tag-deep-convolutional-neural-networks","tag-deep-learning","tag-explainable","tag-interpretable","tag-seafloor","tag-synthetic-aperture-sonar","tag-texture"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts\/8154","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/comments?post=8154"}],"version-history":[{"count":1,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts\/8154\/revisions"}],"predecessor-version":[{"id":15177,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts\/8154\/revisions\/15177"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/media?parent=8154"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/categories?post=8154"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/tags?post=8154"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}