{"id":1003,"date":"2018-08-13T22:53:04","date_gmt":"2018-08-13T20:53:04","guid":{"rendered":"http:\/\/www.arnaudom.fr\/wordpress\/?page_id=1003"},"modified":"2022-02-16T00:27:57","modified_gmt":"2022-02-15T23:27:57","slug":"traitement101suite","status":"publish","type":"page","link":"https:\/\/www.arnaudom.fr\/wordpress\/traitement101suite\/","title":{"rendered":"traitement101suite"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1003\" class=\"elementor elementor-1003\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-62f196a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62f196a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d452f4c\" data-id=\"d452f4c\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f8ed1d3 elementor-widget elementor-widget-heading\" data-id=\"f8ed1d3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Nouveaut\u00e9s du logiciel et pr\u00e9traitement des images (2\/3)<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e92a4f9 elementor-widget elementor-widget-heading\" data-id=\"e92a4f9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3-Utilisation du process Superbias.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6907a5f elementor-widget elementor-widget-text-editor\" data-id=\"6907a5f\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span style=\"color: #000000;\">Jusqu&rsquo;ici le pr\u00e9traitement a \u00e9t\u00e9 le m\u00eame que dans le tuto pr\u00e9c\u00e9dent. La suite consiste \u00e0 soustraire de tous les dark, flat et brutes le MasterOffset que l&rsquo;on vient de cr\u00e9er, afin d&rsquo;en retirer le bruit de lecture du capteur de l&rsquo;APN. Cependant, que l&rsquo;on additionne ou que l&rsquo;on soustrait des images entre elles, dans tous les cas cette op\u00e9ration rajoute du bruit aux images. Donc moins le MasterOffset sera bruit\u00e9, moins les images trait\u00e9es avec lui le seront \u00e9galement. C&rsquo;est maintenant qu&rsquo;appara\u00eet la premi\u00e8re vraie nouveaut\u00e9 du pr\u00e9traitement avec l&rsquo;utilisation du process <strong>Superbias<\/strong>. Ce dernier permet, \u00e0 partir du MasterOffset, de cr\u00e9er un \u00ab\u00a0Superbias\u00a0\u00bb (ou \u00ab\u00a0SuperOffset\u00a0\u00bb), qui est une image \u00e9quivalente \u00e0 l&#8217;empilement de plusieurs centaines d&rsquo;offset brut. Il suffit donc tout simplement de cliquer sur \u00ab\u00a0<strong>Cr\u00e9ation du Superbias<\/strong>\u00a0\u00bb pour lancer le process.<\/span><\/p><p><span style=\"color: #000000;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-988\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix410.jpg\" alt=\"\" width=\"324\" height=\"153\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix410.jpg 324w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix410-300x142.jpg 300w\" sizes=\"auto, (max-width: 324px) 100vw, 324px\" \/><\/span><\/p><p><span style=\"color: #000000;\">On l&rsquo;applique ensuite sur notre MasterOffset pour obtenir le Superbias. En utilisant les outils de visualisation, on peut voir \u00e0 quoi il ressemble :<\/span><\/p><p><span style=\"color: #000000;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1008\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix411.jpg\" alt=\"\" width=\"800\" height=\"540\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix411.jpg 800w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix411-300x203.jpg 300w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix411-768x518.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f679cd0 elementor-widget elementor-widget-text-editor\" data-id=\"f679cd0\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>L&rsquo;image obtenue est bien lisse, sans bruit donc. On peut maintenant la sauvegarder, et dans la suite du traitement elle va remplacer notre MasterOffset.<\/p>\n<p>On va donc maintenant calibrer les dark en cliquant sur \u00ab\u00a0<strong>Retrait du masteroffset des dark<\/strong>\u00ab\u00a0. On entre les images de dark dans le process en cliquant sur <strong>Add Files<\/strong>, puis, la case <strong>Master Bias<\/strong> \u00e9tant coch\u00e9e, on entre le nom de notre Superbias dans la case correspondante. Dans la partie <strong>Output Files<\/strong> j&rsquo;entre dans la case <strong>Output directory<\/strong> le nom de mon dossier <strong>Dark<\/strong> pour que les dark calibr\u00e9s y soient stock\u00e9s. Petit d\u00e9tail dans mon process, j&rsquo;ai modifi\u00e9 dans la case <strong>Postfix<\/strong> la valeur par d\u00e9faut \u00ab\u00a0_c\u00a0\u00bb en \u00ab\u00a0<strong>_cal<\/strong>\u00ab\u00a0. Ainsi mes dark calibr\u00e9s sont sauvegard\u00e9s avec l&rsquo;extension \u00ab\u00a0<strong>_cal<\/strong>\u00ab\u00a0.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1009\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix412.jpg\" alt=\"\" width=\"493\" height=\"348\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix412.jpg 493w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix412-300x212.jpg 300w\" sizes=\"auto, (max-width: 493px) 100vw, 493px\" \/><\/p>\n<p>On cr\u00e9e maintenant le MasterDark en cliquant sur \u00ab\u00a0<strong>Cr\u00e9ation du MasterDark<\/strong>\u00ab\u00a0, la proc\u00e9dure est la m\u00eame que pour la cr\u00e9ation du <strong>MasterOffset<\/strong> : on ajoute les images de dark <strong>calibr\u00e9es<\/strong> que l&rsquo;on vient de produire pr\u00e9c\u00e9demment en cliquant sur <strong>Add Files<\/strong>, les param\u00e8tres sont les m\u00eames que pour le <strong>MasterOffset<\/strong>. On joue avec les param\u00e8tres de r\u00e9jection et on peut sauvegarder le <strong>MasterDark<\/strong> quand celui-ci est convenable. Avec les outils de visualisation on peut voir \u00e0 quoi il ressemble:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1010\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix413.jpg\" alt=\"\" width=\"800\" height=\"539\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix413.jpg 800w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix413-300x202.jpg 300w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix413-768x517.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>On calibre ensuite les flat en cliquant sur <span class=\"gras\">\u00ab\u00a0<strong>Retrait du masteroffset des flat<\/strong>\u00ab\u00a0<\/span> puis en faisant exactement la m\u00eame chose qu&rsquo;avec les dark, la seule diff\u00e9rence \u00e9tant que je sauvegarde mes flat calibr\u00e9s dans mon dossier <strong><span class=\"gras\">Flat<\/span><\/strong> en entrant le nom correspondant dans la case <strong><span class=\"gras\">Output directory<\/span><\/strong>.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1011\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix414.jpg\" alt=\"\" width=\"494\" height=\"74\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix414.jpg 494w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix414-300x45.jpg 300w\" sizes=\"auto, (max-width: 494px) 100vw, 494px\" \/><\/p>\n<p>On va maintenant cr\u00e9er le MasterFlat, on clique sur <span class=\"gras\">\u00ab\u00a0<strong>Cr\u00e9ation du MasterFlat<\/strong>\u00ab\u00a0<\/span>, le bouton <strong><span class=\"gras\">Add Files<\/span><\/strong> nous permet d&rsquo;entrer nos Flat calibr\u00e9s, cependant certains param\u00e8tres du process diff\u00e8rent de ceux utilis\u00e9s pour le MasterOffset et le MasterDark, et sont normalement r\u00e9gl\u00e9s ainsi :<\/p>\n<p>&#8211; dans la partie <strong>Image Integration<\/strong> on trouve <strong>Normalization : Multiplicative<\/strong><br>&#8211; et dans la partie <strong>Pixel Rejection(1)<\/strong> on trouve <strong>Normalization : Equalize fluxes<\/strong>.<\/p>\n<p>Ne reste plus \u00e0 nouveau qu&rsquo;\u00e0 faire quelques essais en jouant sur les param\u00e8tres de r\u00e9jection puis \u00e0 sauvegarder notre MasterFlat quand celui-ci est convenable. Voici \u00e0 quoi ressemble le mien :<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1012\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix415.jpg\" alt=\"\" width=\"800\" height=\"539\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix415.jpg 800w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix415-300x202.jpg 300w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix415-768x517.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>Enfin, nous pouvons lancer la calibration des images brutes en cliquant sur \u00ab\u00a0<strong>Calibration des brutes<\/strong>\u00ab\u00a0. On entre cette fois les images brutes de l&rsquo;objet dans le process, puis les cases <strong>Master Bias<\/strong>, <strong>Master Dark<\/strong> et <strong>Master Flat<\/strong> sont toutes coch\u00e9es, avec le nom des fichiers de calibration entr\u00e9s dans les cases correspondantes. Dans <strong>Output Directory<\/strong> j&rsquo;entre le nom de mon dossier <strong>Brutes Calibr\u00e9es<\/strong> pour y stocker les images que l&rsquo;on va cr\u00e9er. A noter qu&rsquo;il peut \u00eatre utile de cocher la case <strong>Optimize<\/strong> du <strong>Master Dark<\/strong> si la calibration des brutes ne semblent pas efficace, cela am\u00e9liore parfois le r\u00e9sultat.<br><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1013\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix416.jpg\" alt=\"\" width=\"504\" height=\"587\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix416.jpg 504w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix416-258x300.jpg 258w\" sizes=\"auto, (max-width: 504px) 100vw, 504px\" \/><\/p>\n<p>Bref on lance le process et une fois celui-ci termin\u00e9, nos brutes sont normalement calibr\u00e9es. A l&rsquo;aide des outils de visualisation, on peut comparer les r\u00e9sultats avant et apr\u00e8s la calibration. Voici ce que montre une brute non calibr\u00e9e :<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1014\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix417.jpg\" alt=\"\" width=\"800\" height=\"542\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix417.jpg 800w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix417-300x203.jpg 300w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix417-768x520.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>Et voici la m\u00eame apr\u00e8s calibration :<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1015\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix418.jpg\" alt=\"\" width=\"800\" height=\"544\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix418.jpg 800w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix418-300x204.jpg 300w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix418-768x522.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>Le r\u00e9sultat n&rsquo;est peut-\u00eatre pas tr\u00e8s flagrant \u00e0 l&rsquo;\u00e9cran, mais d&rsquo;une part on peut voir que la correction par le flat a am\u00e9lior\u00e9 l&rsquo;uniformit\u00e9 du fond du ciel, cela se voit bien notamment dans les coins de l&rsquo;image qui sont beaucoup plus noirs sur l&rsquo;image non calibr\u00e9e, et d&rsquo;autre part des poussi\u00e8res ont disparu.<\/p>\n<p>En gros plan, voici une portion de l&rsquo;image non calibr\u00e9e sur la galaxie de la baleine :<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1016\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix419.jpg\" alt=\"\" width=\"500\" height=\"327\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix419.jpg 500w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix419-300x196.jpg 300w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>Et la m\u00eame portion sur l&rsquo;image calibr\u00e9e :<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1017\" src=\"http:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix420.jpg\" alt=\"\" width=\"500\" height=\"329\" srcset=\"https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix420.jpg 500w, https:\/\/www.arnaudom.fr\/wordpress\/wp-content\/uploads\/2018\/08\/pix420-300x197.jpg 300w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>Les pixels color\u00e9s dus \u00e0 la chaleur du capteur de l&rsquo;APN ont \u00e9t\u00e9 globalement supprim\u00e9s par la soustraction du dark. Nous sommes presque au bout du pr\u00e9traitement.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dd048de elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dd048de\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-618495c\" data-id=\"618495c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-07234f4 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"07234f4\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"http:\/\/www.arnaudom.fr\/wordpress\/traitement101\/\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t\t\t\t\t\t<i class=\"fa fa-arrow-left\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Pr\u00e9traitement d\u00e9but <\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-544554e\" data-id=\"544554e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-19bde5a elementor-align-center elementor-widget elementor-widget-button\" data-id=\"19bde5a\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"http:\/\/www.arnaudom.fr\/wordpress\/traitement101fin\/\" class=\"elementor-button-link elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-right\">\n\t\t\t\t\t\t\t\t\t<i class=\"fa fa-arrow-right\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Pr\u00e9traitement fin <\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Nouveaut\u00e9s du logiciel et pr\u00e9traitement des images (2\/3) 3-Utilisation du process Superbias. Jusqu&rsquo;ici le pr\u00e9traitement a \u00e9t\u00e9 le m\u00eame que dans le tuto pr\u00e9c\u00e9dent. La suite consiste \u00e0 soustraire de tous les dark, flat et brutes le MasterOffset que l&rsquo;on vient de cr\u00e9er, afin d&rsquo;en retirer le bruit de lecture du capteur de l&rsquo;APN. Cependant, &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.arnaudom.fr\/wordpress\/traitement101suite\/\"> <span class=\"screen-reader-text\">traitement101suite<\/span> Lire la suite\u00a0\u00bb<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-1003","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.arnaudom.fr\/wordpress\/wp-json\/wp\/v2\/pages\/1003","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.arnaudom.fr\/wordpress\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.arnaudom.fr\/wordpress\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.arnaudom.fr\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.arnaudom.fr\/wordpress\/wp-json\/wp\/v2\/comments?post=1003"}],"version-history":[{"count":17,"href":"https:\/\/www.arnaudom.fr\/wordpress\/wp-json\/wp\/v2\/pages\/1003\/revisions"}],"predecessor-version":[{"id":7927,"href":"https:\/\/www.arnaudom.fr\/wordpress\/wp-json\/wp\/v2\/pages\/1003\/revisions\/7927"}],"wp:attachment":[{"href":"https:\/\/www.arnaudom.fr\/wordpress\/wp-json\/wp\/v2\/media?parent=1003"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}