{"id":25,"date":"2017-11-30T16:04:24","date_gmt":"2017-11-30T16:04:24","guid":{"rendered":"http:\/\/micdigi.deqm.puc-rio.br\/?page_id=25"},"modified":"2021-01-16T08:56:56","modified_gmt":"2021-01-16T11:56:56","slug":"cursos-e-treinamentos","status":"publish","type":"page","link":"https:\/\/micdigi.deqm.puc-rio.br\/en\/cursos-e-treinamentos\/","title":{"rendered":"Courses and Training"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-bg-size:cover;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"accordian fusion-accordian\" style=\"--awb-border-size:1px;--awb-icon-size:13px;--awb-content-font-size:26px;--awb-icon-alignment:left;--awb-hover-color:#f9f9f9;--awb-border-color:#cccccc;--awb-background-color:#ffffff;--awb-divider-color:#e0dede;--awb-divider-hover-color:#e0dede;--awb-icon-color:#ffffff;--awb-title-color:#01689b;--awb-content-color:#747474;--awb-icon-box-color:#333333;--awb-toggle-hover-accent-color:#015baa;--awb-title-font-family:&quot;Jura&quot;;--awb-title-font-weight:400;--awb-title-font-style:normal;--awb-title-font-size:16px;--awb-title-line-height:1.5;--awb-content-font-family:&quot;Mukta&quot;;--awb-content-font-style:normal;--awb-content-font-weight:400;\"><div class=\"panel-group fusion-toggle-icon-boxed\" id=\"accordion-25-1\"><div class=\"fusion-panel panel-default panel-743d13254a85a3897 fusion-toggle-has-divider\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_743d13254a85a3897\"><a aria-expanded=\"false\" aria-controls=\"743d13254a85a3897\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-25-1\" data-target=\"#743d13254a85a3897\" href=\"#743d13254a85a3897\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Regular Courses in the Graduate Program<\/span><\/a><\/h4><\/div><div id=\"743d13254a85a3897\" class=\"panel-collapse collapse\" aria-labelledby=\"toggle_743d13254a85a3897\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<ul>\n<li><span style=\"font-size: 16px;\">Digital Image Processing (EQM2212 - 3 Credits)<\/span><\/li>\n<\/ul>\n<p style=\"padding-left: 46px;\"><span style=\"font-size: 16px;\">The sequence of digital image processing and analysis.<\/span><br \/>\n<span style=\"font-size: 16px;\"> The free software FIJI \/ ImageJ.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Scanning.\u00a0<\/span><span style=\"font-size: 16px;\">Sampling and quantization.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Image files. Lossless and lossless compression.<\/span><br \/>\n<span style=\"font-size: 16px;\"> One-off operations.\u00a0<\/span><span style=\"font-size: 16px;\">Algebraic operations.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Local operations, kernel filters, low-pass and high-pass filters. Correction of lighting and noise reduction.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Geometric operations. Registration \/ alignment between images.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Image segmentation - the critical step. Threshold targeting. Global and local targeting.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Thresholding and edge detection.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Morphological operations.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Attribute extraction, measurements of size, shape, position, intensity and texture.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Classification and recognition of patterns.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Principles and applications of\u00a0<em>Machine Learning<\/em>. <em>Deep Learning\u00a0<\/em>and\u00a0<em>Convolutional Neural Networks.\u00a0<\/em>Semantic and instantiated segmentation.<\/span><br \/>\n<span style=\"font-size: 16px;\">3D Image Processing and Analysis.\u00a0<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 16px;\">Quantitative Microscopy (EQM2213 - 3 credits)<\/span><\/li>\n<\/ul>\n<p style=\"padding-left: 46px;\"><span style=\"font-size: 16px;\">Microscopy techniques for the characterization of materials.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Quantification of information under microscopy.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Optical microscopy, contrast, diffraction and resolution techniques.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Digital microscopy.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Notions of acquisition, processing and digital analysis of images.<\/span><br \/>\n<span style=\"font-size: 16px;\"> Scanning electron microscopy, image formation, secondary and back-scattered electrons.<\/span><br \/>\n<span style=\"font-size: 16px;\"> X-ray emission spectroscopy.<\/span><br \/>\n<span style=\"font-size: 16px;\">Notions of transmission electron microscopy, image formation, diffraction and phase contrast, bright field, dark field.<\/span><br \/>\n<span style=\"font-size: 16px;\">Notions of atomic force microscopy.<\/span><br \/>\n<span style=\"font-size: 16px;\">Notions of x-ray microtomography.<\/span><\/p>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-4ee2557936db058b6 fusion-toggle-has-divider\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_4ee2557936db058b6\"><a aria-expanded=\"false\" aria-controls=\"4ee2557936db058b6\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-25-1\" data-target=\"#4ee2557936db058b6\" href=\"#4ee2557936db058b6\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Extension or Custom Courses<\/span><\/a><\/h4><\/div><div id=\"4ee2557936db058b6\" class=\"panel-collapse collapse\" aria-labelledby=\"toggle_4ee2557936db058b6\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<ul>\n<li><span style=\"font-size: 16px;\">Digital Microscopy for Material Characterization<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Image Processing and Analysis with FIJI \/ ImageJ Software<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-25","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/micdigi.deqm.puc-rio.br\/en\/wp-json\/wp\/v2\/pages\/25","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/micdigi.deqm.puc-rio.br\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/micdigi.deqm.puc-rio.br\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/micdigi.deqm.puc-rio.br\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/micdigi.deqm.puc-rio.br\/en\/wp-json\/wp\/v2\/comments?post=25"}],"version-history":[{"count":12,"href":"https:\/\/micdigi.deqm.puc-rio.br\/en\/wp-json\/wp\/v2\/pages\/25\/revisions"}],"predecessor-version":[{"id":451,"href":"https:\/\/micdigi.deqm.puc-rio.br\/en\/wp-json\/wp\/v2\/pages\/25\/revisions\/451"}],"wp:attachment":[{"href":"https:\/\/micdigi.deqm.puc-rio.br\/en\/wp-json\/wp\/v2\/media?parent=25"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}