{"id":1841792,"date":"2023-02-23T09:18:49","date_gmt":"2023-02-23T17:18:49","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=1841792"},"modified":"2023-03-01T09:28:58","modified_gmt":"2023-03-01T17:28:58","slug":"whats-new-in-arcgis-image-analyst-3-1-february-2023","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/imagery\/whats-new-in-arcgis-image-analyst-3-1-february-2023","title":{"rendered":"What&#8217;s New in ArcGIS Image Analyst 3.1 (February 2023)"},"author":290632,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[22931],"tags":[],"industry":[],"product":[36561],"class_list":["post-1841792","blog","type-blog","status-publish","format-standard","hentry","category-imagery","product-arcgis-pro"],"acf":{"short_description":"ArcGIS Image Analyst 3.1 release has enhancements to pixel editor, SAR, deep learning, trajectory-data analysis, motion imagery and stereo.","flexible_content":[{"acf_fc_layout":"content","content":"<p><span class=\"TextRun SCXW135302061 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW135302061 BCX0\">ArcGIS Image Analyst extension for ArcGIS Pro 3.1 is introducing enhancements to the pixel editor, synthetic aperture radar (SAR), deep learning, trajectory-data analysis, motion imagery and stereo. <\/span><\/span><span class=\"EOP SCXW135302061 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h2><strong>Pixel Editor<\/strong><\/h2>\n<p><span class=\"NormalTextRun SCXW201071673 BCX0\">One of the primary updates in this release is enhancement to the p<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">ixel editor <\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">which now<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">\u00a0enable<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">s<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\"> localized <\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">color<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\"> matching within an image. <\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">Users<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\"> can adjust the color of the new region to match the base imagery, while blending pixels. <\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">This <\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">capability also <\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">accounts for anomalies within images such as shadows, hotspots, <\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">etc. and t<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">he result is a visually appealing image for better interpretation<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">.<\/span> <span class=\"NormalTextRun SCXW201071673 BCX0\">With this enhancement,<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">\u00a0<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">users <\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">can <\/span><span class=\"NormalTextRun SCXW201071673 BCX0\">be<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\"> more<\/span><span class=\"NormalTextRun SCXW201071673 BCX0\"> tailored when copying and\/or replacing pixels.<\/span><\/p>\n"},{"acf_fc_layout":"kaltura","video_id":"1_zdfaeppc","time":false,"start":0,"stop":""},{"acf_fc_layout":"content","content":"<h1><\/h1>\n<h2><strong>Synthetic Aperture Radar (SAR)<\/strong><\/h2>\n<p><span data-contrast=\"none\">Furthermore, we introduced new SAR geoprocessing tools that support <a href=\"https:\/\/www.iceye.com\/\">ICEYE<\/a> and <a href=\"https:\/\/www.asc-csa.gc.ca\/eng\/satellites\/radarsat\/\">RADARSAT Constellation Mission (RCM)<\/a> sensors. As it is gaining in popularity, supporting these sensors will allow our users to garner more insights directly through ArcGIS Pro.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">These tools form an end-to-end processing pipeline to produce analysis-ready SAR datasets. The analysis-ready SAR data can then be explored and analyzed using existing tools and capabilities in ArcGIS Image Analyst such as image classification, change detection, and deep learning workflows.\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1858252,"id":1858252,"title":"Untitled design (11)","filename":"Untitled-design-11.png","filesize":1419268,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/Untitled-design-11.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/imagery\/whats-new-in-arcgis-image-analyst-3-1-february-2023\/untitled-design-11-5","alt":"","author":"290632","description":"","caption":" Image courtesy of ICEYE:  Change map using ICEYE scenes to identify deforestation in the Amazon.","name":"untitled-design-11-5","status":"inherit","uploaded_to":1841792,"date":"2023-02-27 19:53:24","modified":"2023-03-01 17:28:54","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1080,"height":720,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/Untitled-design-11-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/Untitled-design-11.png","medium-width":392,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/Untitled-design-11.png","medium_large-width":768,"medium_large-height":512,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/Untitled-design-11.png","large-width":1080,"large-height":720,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/Untitled-design-11.png","1536x1536-width":1080,"1536x1536-height":720,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/Untitled-design-11.png","2048x2048-width":1080,"2048x2048-height":720,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/Untitled-design-11-698x465.png","card_image-width":698,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/Untitled-design-11.png","wide_image-width":1080,"wide_image-height":720}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<h2><strong>Deep Learning<\/strong><\/h2>\n<p><span data-contrast=\"none\">With respect to deep learning, this release primarily focused on productivity enhancements such as interactive segmentation, optimized data labelling, time series classification and pixel classification enhancements. For example, we now support tensor flow object detection API and feature attachment support which enables users to perform object detection within their mobile application. Additionally, Auto DL is now natively available in ArcGIS Pro, which will help users choose the appropriate deep learning model to complete their task. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">To learn more about our exciting deep learning enhancements, check out\u00a0<\/span><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/whats-new-for-deep-learning-in-the-image-analyst-extension-of-arcgis-pro-3-1\/\"><span data-contrast=\"none\">this blog<\/span><\/a><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1858192,"id":1858192,"title":"MicrosoftTeams-image (9)","filename":"MicrosoftTeams-image-9.png","filesize":2217249,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-9.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/imagery\/whats-new-in-arcgis-image-analyst-3-1-february-2023\/microsoftteams-image-9-6","alt":"","author":"290632","description":"","caption":"Support for feature attachment","name":"microsoftteams-image-9-6","status":"inherit","uploaded_to":1841792,"date":"2023-02-27 19:48:30","modified":"2023-02-27 19:48:45","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1849,"height":914,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-9-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-9.png","medium-width":464,"medium-height":229,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-9.png","medium_large-width":768,"medium_large-height":380,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-9.png","large-width":1849,"large-height":914,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-9-1536x759.png","1536x1536-width":1536,"1536x1536-height":759,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-9.png","2048x2048-width":1849,"2048x2048-height":914,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-9-826x408.png","card_image-width":826,"card_image-height":408,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-9.png","wide_image-width":1849,"wide_image-height":914}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<h2><b><span data-contrast=\"auto\">Trajectory-Data Analysis<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span class=\"TextRun SCXW140154222 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW140154222 BCX0\">One of <\/span><span class=\"NormalTextRun SCXW140154222 BCX0\">the newer<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\"> updates is the introduction of t<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\">rajectory dataset<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\">, which<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\"> is a new optimized model to work with trajectory data from sensors such as Sentinel-3, <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW140154222 BCX0\">CrySat<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\"> and <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW140154222 BCX0\">ICESat<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\">. This is used to measure surface elevation points along the sensors\u2019 track<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\"> and supports<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\">\u00a0<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\">expansion of user\u2019s abilities to perform earth modeling and climate study within ArcGIS. Typical use cases include understanding ocean and ice sheet change. Analysis of these datasets can be performed with the ArcGIS Image Analyst extension<\/span><span class=\"NormalTextRun SCXW140154222 BCX0\">.\u00a0\u00a0<\/span><\/span><span class=\"EOP SCXW140154222 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1858202,"id":1858202,"title":"MicrosoftTeams-image (10)","filename":"MicrosoftTeams-image-10.png","filesize":438491,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-10.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/imagery\/whats-new-in-arcgis-image-analyst-3-1-february-2023\/microsoftteams-image-10-5","alt":"","author":"290632","description":"","caption":"Surface created from trajectory points","name":"microsoftteams-image-10-5","status":"inherit","uploaded_to":1841792,"date":"2023-02-27 19:49:03","modified":"2023-02-27 19:49:15","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":849,"height":670,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-10-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-10.png","medium-width":331,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-10.png","medium_large-width":768,"medium_large-height":606,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-10.png","large-width":849,"large-height":670,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-10.png","1536x1536-width":849,"1536x1536-height":670,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-10.png","2048x2048-width":849,"2048x2048-height":670,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-10-589x465.png","card_image-width":589,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2000\/02\/MicrosoftTeams-image-10.png","wide_image-width":849,"wide_image-height":670}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<h2><strong>Motion Imagery<\/strong><\/h2>\n<p><span data-contrast=\"none\">We have also reintroduced several features such as the Playback function, Record Segmentation functionality and Timeline indicators. These are valuable for motion imagery users as it streamlines the entire processing environment and makes it intuitive when capturing information from FMV.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Additionally, we have improved raster NITF writing capabilities where users can now integrate to NITF export from Video Player. Since FMV users typically utilize the .nitf output to store a variety of data types together, support for this file type will make it easier to work with motion imagery. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:720,&quot;335559739&quot;:120,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Finally, the Video Player now supports multiple video-moving-target indication (VMTI) streams within a single multicast feed. With this update, users can now incorporate multi-streams into a single multicast feed. Users primarily use this for live video streaming from a platform sensor.<\/span><\/p>\n"},{"acf_fc_layout":"content","content":"<h2><strong>Stereo Mapping<\/strong><\/h2>\n<p><span data-contrast=\"none\">Finally, this announcement also highlights improvements to stereo mapping. In the previous release, we introduced Terrain following feature which worked against mosaic datasets;\u202fnow when ingesting stereo pairs, users can also add any ArcGIS supported\u202fDigital Elevation Model (DEM) to support Terrain following process. This enhances efficiency by permitting users to focus more on stereoscopic analysis and less on cursor height adjustments when in terrain following mode.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Several bug fixes and minor enhancements as requested by the user community have been added to this release.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"content","content":"<h1><strong>Ready to give these new capabilities a try?<\/strong><\/h1>\n<p>Check out these resources to get you started:<\/p>\n<ul>\n<li><a href=\"http:\/\/bit.ly\/2KYFteh\" target=\"_blank\" rel=\"noopener\" aria-describedby=\"new-window\">Learn more about the ArcGIS Image Analyst extension for ArcGIS Pro and how to get it<\/a><\/li>\n<li><a href=\"http:\/\/bit.ly\/2KYEomT\" target=\"_blank\" rel=\"noopener\" aria-describedby=\"new-window\">Learn how to use ArcGIS Image Analyst, including hands-on tutorials<\/a><\/li>\n<li><a href=\"https:\/\/pro.arcgis.com\/en\/pro-app\/help\/analysis\/image-analyst\/what-is-the-arcgis-pro-image-analyst-extension-.htm\" target=\"_blank\" rel=\"noopener\" aria-describedby=\"new-window\">Check out help documentation for ArcGIS Image Analyst<\/a><\/li>\n<\/ul>\n"}],"authors":[{"ID":8452,"user_firstname":"Vinay","user_lastname":"Viswambharan","nickname":"Vinay Viswambharan","user_nicename":"vinayv","display_name":"Vinay Viswambharan","user_email":"vinayv@esri.com","user_url":"https:\/\/www.esri.com\/arcgis-blog\/author\/vinayv\/","user_registered":"2018-10-04 22:28:54","user_description":"Principal Product manager on the Imagery team at Esri, with a zeal for remote sensing, AI and everything imagery.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/10\/vin4.png' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"},{"ID":290632,"user_firstname":"Akshaya","user_lastname":"Suresh","nickname":"Akshaya","user_nicename":"asuresh","display_name":"Akshaya Suresh","user_email":"asuresh@esri.com","user_url":"","user_registered":"2021-10-25 15:01:49","user_description":"Product Marketing Manager in the Imagery &amp; Remote Sensing team at Esri with a passion for AI and big data analytics.","user_avatar":"<img alt='' src='https:\/\/secure.gravatar.com\/avatar\/3e1e5f901dfa2436c8a4f022f43c4fa14320ce4e502123a5eb704bacdd25ad3f?s=96&#038;d=blank&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/3e1e5f901dfa2436c8a4f022f43c4fa14320ce4e502123a5eb704bacdd25ad3f?s=192&#038;d=blank&#038;r=g 2x' class='avatar avatar-96 photo' height='96' width='96' loading='lazy' decoding='async'\/>"}],"related_articles":[{"ID":81431,"post_author":"5991","post_date":"2018-01-08 12:43:47","post_date_gmt":"2018-01-08 12:43:47","post_content":"","post_title":"Check out the ArcGIS Image Analyst extension for ArcGIS Pro!","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"check-out-the-arcgis-image-analyst-extension-for-arcgis-pro","to_ping":"","pinged":"","post_modified":"2021-01-05 15:06:05","post_modified_gmt":"2021-01-05 23:06:05","post_content_filtered":"","post_parent":0,"guid":"http:\/\/www.esri.com\/arcgis-blog\/products\/product\/uncategorized\/check-out-the-arcgis-image-analyst-extension-for-arcgis-pro\/","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":482952,"post_author":"8222","post_date":"2021-05-20 09:00:23","post_date_gmt":"2021-05-20 16:00:23","post_content":"","post_title":"Getting to Know ArcGIS Image Analyst Guide","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"get-started-with-arcgis-image-analyst","to_ping":"","pinged":"","post_modified":"2022-04-14 10:36:54","post_modified_gmt":"2022-04-14 17:36:54","post_content_filtered":"","post_parent":0,"guid":"http:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=482952","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"1","filter":"raw"},{"ID":1835002,"post_author":"254042","post_date":"2023-02-10 11:31:29","post_date_gmt":"2023-02-10 19:31:29","post_content":"","post_title":"What\u2019s new for deep learning in the Image Analyst extension of ArcGIS Pro 3.1","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"whats-new-for-deep-learning-in-the-image-analyst-extension-of-arcgis-pro-3-1","to_ping":"","pinged":"","post_modified":"2023-02-17 08:34:59","post_modified_gmt":"2023-02-17 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