{"id":169590,"date":"2007-12-18T12:17:41","date_gmt":"2007-12-18T12:17:41","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/project\/high-capacity-color-barcodes-hccb\/"},"modified":"2016-06-06T12:01:07","modified_gmt":"2016-06-06T19:01:07","slug":"high-capacity-color-barcodes-hccb","status":"publish","type":"msr-project","link":"https:\/\/www.microsoft.com\/en-us\/research\/project\/high-capacity-color-barcodes-hccb\/","title":{"rendered":"High Capacity Color Barcodes (HCCB)"},"content":{"rendered":"<p class=\"asset-content\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/high-capacity-color-barcodes-hccb-2.jpg\" alt=\"\" width=\"190\" height=\"120\" \/>High Capacity Color Barcode technology, developed within Microsoft Research, assists in identifying commercial audiovisual works such as motion pictures and video games. By scanning the multicolor bar code with a webcam or suitable cell phone camera, consumers can obtain information such as ratings identification, promotions and pricing.<\/p>\n<h2>About the Inventor<\/h2>\n<p><span id=\"6795d2af-f39c-4ab2-af88-b3ed438ed2e5\" class=\"ImageBlock FL\"><img decoding=\"async\" id=\"Image6795d2af-f39c-4ab2-af88-b3ed438ed2e5\" class=\"FL alignleft\" title=\"Gavin Jancke\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/hccb-gavinjancke_orig.jpg\" alt=\"Gavin Jancke\" \/><span id=\"ImageCaption6795d2af-f39c-4ab2-af88-b3ed438ed2e5\" class=\"ImageCaption\"><\/span><\/span><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/gavinj\/\">Gavin Jancke<\/a>, director of engineering for Microsoft Research and inventor of the High Capacity Color Barcode format.<\/p>\n<p>&nbsp;<\/p>\n<h2 class=\"asset-content\">About the Technology<\/h2>\n<p><span id=\"babd90e2-d9a9-4038-a3bd-d68b6559e9c0\" class=\"ImageBlock fl\"><img decoding=\"async\" id=\"Imagebabd90e2-d9a9-4038-a3bd-d68b6559e9c0\" class=\"alignleft\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/hccb-multicolorbar.jpg\" alt=\"\" \/><span id=\"ImageCaptionbabd90e2-d9a9-4038-a3bd-d68b6559e9c0\" class=\"ImageCaptionCoreCss ImageCaption\"><\/span><\/span>High Capacity Color Barcode technology, developed within Microsoft Research, advances the state of the art in storing digital information on analog media.<\/p>\n<p>&nbsp;<\/p>\n\t<div data-wp-context='{\"items\":[]}' data-wp-interactive=\"msr\/accordion\">\n\t\t\t\t\t<div class=\"clearfix\">\n\t\t\t\t<div\n\t\t\t\t\tclass=\"btn-group align-items-center mb-g float-sm-right\"\n\t\t\t\t\tdata-bi-aN=\"accordion-collapse-controls\"\n\t\t\t\t>\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"btn btn-link m-0\"\n\t\t\t\t\t\tdata-bi-cN=\"Expand all\"\n\t\t\t\t\t\tdata-wp-bind--aria-controls=\"state.ariaControls\"\n\t\t\t\t\t\tdata-wp-bind--aria-expanded=\"state.ariaExpanded\"\n\t\t\t\t\t\tdata-wp-bind--disabled=\"state.isAllExpanded\"\n\t\t\t\t\t\tdata-wp-class--inactive=\"state.isAllExpanded\"\n\t\t\t\t\t\tdata-wp-on--click=\"actions.onExpandAll\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t>\n\t\t\t\t\t\tExpand all\t\t\t\t\t<\/button>\n\t\t\t\t\t<span aria-hidden=\"true\"> | <\/span>\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"btn btn-link m-0\"\n\t\t\t\t\t\tdata-bi-cN=\"Collapse all\"\n\t\t\t\t\t\tdata-wp-bind--aria-controls=\"state.ariaControls\"\n\t\t\t\t\t\tdata-wp-bind--aria-expanded=\"state.ariaExpanded\"\n\t\t\t\t\t\tdata-wp-bind--disabled=\"state.isAllCollapsed\"\n\t\t\t\t\t\tdata-wp-class--inactive=\"state.isAllCollapsed\"\n\t\t\t\t\t\tdata-wp-on--click=\"actions.onCollapseAll\"\n\t\t\t\t\t\ttype=\"button\"\n\t\t\t\t\t>\n\t\t\t\t\t\tCollapse all\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t<ul class=\"msr-accordion\">\n\t\t\t\t\t\t\t\t<li class=\"m-0\" data-wp-context='{\"id\":\"accordion-content-2\"}' data-wp-init=\"callbacks.init\">\n\t\t<div class=\"accordion-header\">\n\t\t\t<button\n\t\t\t\taria-controls=\"accordion-content-2\"\n\t\t\t\tclass=\"btn btn-collapse\"\n\t\t\t\tdata-wp-bind--aria-expanded=\"state.isExpanded\"\n\t\t\t\tdata-wp-on--click=\"actions.onClick\"\n\t\t\t\tid=\"accordion-button-1\"\n\t\t\t\ttype=\"button\"\n\t\t\t>\n\t\t\t\tHigh Capacity Color Barcode Technology\t\t\t<\/button>\n\t\t<\/div>\n\t\t<div\n\t\t\taria-labelledby=\"accordion-button-1\"\n\t\t\tclass=\"msr-accordion__content\"\n\t\t\tdata-wp-bind--inert=\"!state.isExpanded\"\n\t\t\tdata-wp-run=\"callbacks.run\"\n\t\t\tid=\"accordion-content-2\"\n\t\t>\n\t\t\t<div class=\"msr-accordion__body\">\n\t\t\t\t<h2>Higher Density Storage Ccapability<\/h2>\n<p>The High Capacity Color Barcode barcode format takes advantage of advanced computer imaging devices along with processing power to enable higher density storage of data on analog printed media. The format achieves this by using a different barcode symbol shape in combination with multiple colors per symbol.<\/p>\n<p><span id=\"2400f464-bf93-4479-8a8c-ba8ffd8c7e0e\" class=\"ImageBlock fn\"><img decoding=\"async\" id=\"Image2400f464-bf93-4479-8a8c-ba8ffd8c7e0e\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/hccb-hccbsamples.jpg\" alt=\"\" \/><span id=\"ImageCaption2400f464-bf93-4479-8a8c-ba8ffd8c7e0e\" class=\"ImageCaptionCoreCss ImageCaption\"><\/span><\/span><\/p>\n<p><span id=\"e5467793-90e6-4f16-94a9-862031d4b1a4\" class=\"ImageBlock fn\"><img decoding=\"async\" id=\"Imagee5467793-90e6-4f16-94a9-862031d4b1a4\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/hccb-hccbcompare.jpg\" alt=\"\" \/><span id=\"ImageCaptione5467793-90e6-4f16-94a9-862031d4b1a4\" class=\"ImageCaptionCoreCss ImageCaption\"><\/span><\/span><\/p>\n<p>Currently laboratory tests have yielded using eight colors, 2,000 binary bytes, or 3,500 alphabetical characters per square inch in its highest density form using a 600dpi business card scanner. This equates to two pages of a novel. The symbol size can be changed to accommodate the differing fidelities of imaging devices. The barcode can be printed using a regular inkjet or laser jet printer.<\/p>\n<p><span id=\"381fd714-2fb3-4392-963e-ed154c09690a\" class=\"ImageBlock fn\"><img decoding=\"async\" id=\"Image381fd714-2fb3-4392-963e-ed154c09690a\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/hccb-hccbnovel.jpg\" alt=\"\" \/><span id=\"ImageCaption381fd714-2fb3-4392-963e-ed154c09690a\" class=\"ImageCaptionCoreCss ImageCaption\"><\/span><\/span><\/p>\n<h2>Digital Signing Capability<\/h2>\n<p>The High Capacity Color Barcode barcode has integrated digital signing features using state-of-the-art Elliptic Curve Cryptography, Public Key Infrastructure (PKI) techniques. The purpose of digital signing authenticates the integrity of the data stored in the barcode, ensuring the data is unmodified from the original author.<\/p>\n<p>Microsoft&#8217;s advanced signing techniques employ industry known proven techniques achieving RSA-1024 strength security in only 20 bytes payload overhead.<\/p>\n<p><span id=\"d856b5ba-c40a-43d0-9a70-d2433f2dedd1\" class=\"ImageBlock fn\"><img decoding=\"async\" id=\"Imaged856b5ba-c40a-43d0-9a70-d2433f2dedd1\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/hccb-signingillus.jpg\" alt=\"\" \/><span id=\"ImageCaptiond856b5ba-c40a-43d0-9a70-d2433f2dedd1\" class=\"ImageCaptionCoreCss ImageCaption\"><\/span><\/span><\/p>\n<h2>Multiple Payloads,\u00a0Small File System<\/h2>\n<p>Typical existing barcode formats have the capability of storing just one item of data or requiring the reader software to have knowledge of the data stored within the barcode. The High Capacity Color Barcode barcode can store multiple individual items of data each being compressed as optimally as possible within the physical code, implementing essentially a small file system.<\/p>\n<p><span id=\"b69a3054-d475-4054-88fc-126007c8aefb\" class=\"ImageBlock fn\"><img decoding=\"async\" id=\"Imageb69a3054-d475-4054-88fc-126007c8aefb\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/hccb-multitoscale.jpg\" alt=\"\" \/><span id=\"ImageCaptionb69a3054-d475-4054-88fc-126007c8aefb\" class=\"ImageCaptionCoreCss ImageCaption\"><\/span><\/span><\/p>\n<h2>Robust Mobile Device Performance<\/h2>\n<p>The High Capacity Color Barcode barcode runs on any processor or operating system platform, the lightweight mobile phone implementation can decode barcodes in realtime from a video stream, for example 30ms on a 200Mhz ARM processor. As the format uses half the symbols of its black and white counter parts, decode success rates are higher for the same black and white physical barcode size as the symbols are larger. The smallest capacity barcode can be read on cellphones without modified lenses at a print size of just 3\/4&#8243; square, outperforming QRCode and Datamatrix formats. Advanced segmentation and color processing techniques ensure good decode rates across a range of image and lighting qualities: From sharp to blurred; From light to dark.<\/p>\n<p><span id=\"1ff1ce04-1b9d-4d38-802a-f34e8c5e4ced\" class=\"ImageBlock fn\"><img decoding=\"async\" id=\"Image1ff1ce04-1b9d-4d38-802a-f34e8c5e4ced\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/hccb-lightexamples.jpg\" alt=\"\" \/><span id=\"ImageCaption1ff1ce04-1b9d-4d38-802a-f34e8c5e4ced\" class=\"ImageCaptionCoreCss ImageCaption\"><\/span><\/span><\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/li>\n\t\t<li class=\"m-0\" data-wp-context='{\"id\":\"accordion-content-4\"}' data-wp-init=\"callbacks.init\">\n\t\t<div class=\"accordion-header\">\n\t\t\t<button\n\t\t\t\taria-controls=\"accordion-content-4\"\n\t\t\t\tclass=\"btn btn-collapse\"\n\t\t\t\tdata-wp-bind--aria-expanded=\"state.isExpanded\"\n\t\t\t\tdata-wp-on--click=\"actions.onClick\"\n\t\t\t\tid=\"accordion-button-3\"\n\t\t\t\ttype=\"button\"\n\t\t\t>\n\t\t\t\tIn the Spotlight\t\t\t<\/button>\n\t\t<\/div>\n\t\t<div\n\t\t\taria-labelledby=\"accordion-button-3\"\n\t\t\tclass=\"msr-accordion__content\"\n\t\t\tdata-wp-bind--inert=\"!state.isExpanded\"\n\t\t\tdata-wp-run=\"callbacks.run\"\n\t\t\tid=\"accordion-content-4\"\n\t\t>\n\t\t\t<div class=\"msr-accordion__body\">\n\t\t\t\t<p><span id=\"f94d8a06-2af6-4abe-9c5b-f04227ef0cab\" class=\"ImageBlock fl\"><img decoding=\"async\" id=\"Imagef94d8a06-2af6-4abe-9c5b-f04227ef0cab\" class=\"alignleft\" title=\"MOMA\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/hccb-moma_scienceart_73_73.jpg\" alt=\"MOMA\" \/><\/span>Microsoft Researchers at Intersection of Science and ArtThree members of Microsoft Research have their work displayed as part of an exhibit organized by New York\u2019s Museum of Modern Art.<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/li>\n\t\t<li class=\"m-0\" data-wp-context='{\"id\":\"accordion-content-6\"}' data-wp-init=\"callbacks.init\">\n\t\t<div class=\"accordion-header\">\n\t\t\t<button\n\t\t\t\taria-controls=\"accordion-content-6\"\n\t\t\t\tclass=\"btn btn-collapse\"\n\t\t\t\tdata-wp-bind--aria-expanded=\"state.isExpanded\"\n\t\t\t\tdata-wp-on--click=\"actions.onClick\"\n\t\t\t\tid=\"accordion-button-5\"\n\t\t\t\ttype=\"button\"\n\t\t\t>\n\t\t\t\tNow Available\t\t\t<\/button>\n\t\t<\/div>\n\t\t<div\n\t\t\taria-labelledby=\"accordion-button-5\"\n\t\t\tclass=\"msr-accordion__content\"\n\t\t\tdata-wp-bind--inert=\"!state.isExpanded\"\n\t\t\tdata-wp-run=\"callbacks.run\"\n\t\t\tid=\"accordion-content-6\"\n\t\t>\n\t\t\t<div class=\"msr-accordion__body\">\n\t\t\t\t<p>Microsoft Tag, which started out as High Capacity Color Barcode technology and developed in Microsoft Research, is a new kind of bar code that connects almost anything in the real world to information, entertainment, and interactive experiences on your mobile phone. Tags are free to create and use. You can add them to your ads, posters, product packages, display it on your website, billboards, clothing\u2014the list is endless. When you scan a Tag by using the free Tag Reader app on your mobile phone, it will automatically open a webpage, add a contact to your address book, display a message, or dial a number\u2014there are no long URLs to type or SMS messages to send. And unlike other kinds of bar codes, Tags are fully customizable. You can create your Tags in black and white or colorful Tags that visually represent your business or personal brand in a spectacular manner.<\/p>\n<ul>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" href=\"http:\/\/tag.microsoft.com\/home.aspx\" target=\"_blank\">Learn more about Microsoft Tag<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/li>\n\t\t<li class=\"m-0\" data-wp-context='{\"id\":\"accordion-content-8\"}' data-wp-init=\"callbacks.init\">\n\t\t<div class=\"accordion-header\">\n\t\t\t<button\n\t\t\t\taria-controls=\"accordion-content-8\"\n\t\t\t\tclass=\"btn btn-collapse\"\n\t\t\t\tdata-wp-bind--aria-expanded=\"state.isExpanded\"\n\t\t\t\tdata-wp-on--click=\"actions.onClick\"\n\t\t\t\tid=\"accordion-button-7\"\n\t\t\t\ttype=\"button\"\n\t\t\t>\n\t\t\t\tRelated Links\t\t\t<\/button>\n\t\t<\/div>\n\t\t<div\n\t\t\taria-labelledby=\"accordion-button-7\"\n\t\t\tclass=\"msr-accordion__content\"\n\t\t\tdata-wp-bind--inert=\"!state.isExpanded\"\n\t\t\tdata-wp-run=\"callbacks.run\"\n\t\t\tid=\"accordion-content-8\"\n\t\t>\n\t\t\t<div class=\"msr-accordion__body\">\n\t\t\t\t<ul>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/tag.microsoft.com\/home.aspx\">Microsoft Tag<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a href=\"http:\/\/www.microsoft.com\/about\/legal\/intellectualproperty\/default.mspx\">Microsoft Intellectual Property Licensing<\/a><\/li>\n<li><a href=\"http:\/\/www.microsoft.com\/products\/msbit\/default.mspx\">Microsoft Biometric ID Technology<\/a><\/li>\n<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/li>\n\t\t<li class=\"m-0\" data-wp-context='{\"id\":\"accordion-content-10\"}' data-wp-init=\"callbacks.init\">\n\t\t<div class=\"accordion-header\">\n\t\t\t<button\n\t\t\t\taria-controls=\"accordion-content-10\"\n\t\t\t\tclass=\"btn btn-collapse\"\n\t\t\t\tdata-wp-bind--aria-expanded=\"state.isExpanded\"\n\t\t\t\tdata-wp-on--click=\"actions.onClick\"\n\t\t\t\tid=\"accordion-button-9\"\n\t\t\t\ttype=\"button\"\n\t\t\t>\n\t\t\t\tIn the News\t\t\t<\/button>\n\t\t<\/div>\n\t\t<div\n\t\t\taria-labelledby=\"accordion-button-9\"\n\t\t\tclass=\"msr-accordion__content\"\n\t\t\tdata-wp-bind--inert=\"!state.isExpanded\"\n\t\t\tdata-wp-run=\"callbacks.run\"\n\t\t\tid=\"accordion-content-10\"\n\t\t>\n\t\t\t<div class=\"msr-accordion__body\">\n\t\t\t\t<ul>\n<li><a href=\"http:\/\/www.microsoft.com\/Presspass\/press\/2007\/apr07\/04-16MSBarCodePR.mspx\">International Organization Licenses Microsoft\u2019s New Multicolor Bar Code Technology for Identifying Audiovisual Works<\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/seattlepi.nwsource.com\/business\/311712_software16.html?source=mypi\">Software Notebook: Color is key to Microsoft&#8217;s next-generation bar code<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/news.com.com\/microsoft+gives+bar+codes+a+splash+of+color\/2100-1008_3-6175909.html?tag=mainstry\">Microsoft gives bar codes a splash of color<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.itjungle.com\/two\/two041807-story07.html\">Microsoft Breaks the Color Barrier for Barcode<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/drdobbs.com\/blog\/portal\/archives\/2007\/04\/color_bar_codes.html\">Color Bar Codes: More Than Just a Pretty Face<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.dailytech.com\/Barcodes+Evolve+With+a+Splash+of+Color\/article6922c.htm\">Barcodes Evolve With a Splash of Color<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.tech.co.uk\/computing\/peripherals\/news\/microsoft-whips-palette-out-creates-barcodes?articleid=1227842491\">Microsoft whips palette out; creates barcodes<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.pcpro.co.uk\/news\/110329\/microsoft-turns-to-colour-for-datarich-barcodes.html\">Microsoft turns to colour for data-rich barcodes<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/news.bbc.co.uk\/2\/hi\/technology\/6570871.stm\">Colour barcode system to hit DVDs<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t<\/div>\n\t\n","protected":false},"excerpt":{"rendered":"<p>High Capacity Color Barcode technology, developed within Microsoft Research, assists in identifying commercial audiovisual works such as motion pictures and video games. By scanning the multicolor bar code with a webcam or suitable cell phone camera, consumers can obtain information such as ratings identification, promotions and pricing. About the Inventor Gavin Jancke, director of engineering [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13555],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-169590","msr-project","type-msr-project","status-publish","hentry","msr-research-area-search-information-retrieval","msr-locale-en_us","msr-archive-status-active"],"msr_project_start":"2007-12-18","related-publications":[],"related-downloads":[],"related-videos":[],"related-groups":[],"related-events":[],"related-opportunities":[],"related-posts":[307511],"related-articles":[],"tab-content":[],"slides":[],"related-researchers":[{"type":"user_nicename","value":"annpar","display_name":"Ann Paradiso","author_link":"<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/annpar\/\" aria-label=\"Visit the profile page for Ann Paradiso\">Ann Paradiso<\/a>","is_active":false,"user_id":31045,"last_first":"Paradiso, Ann","people_section":0,"alias":"annpar"}],"msr_research_lab":[199565],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/169590","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-project"}],"version-history":[{"count":1,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/169590\/revisions"}],"predecessor-version":[{"id":215980,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/169590\/revisions\/215980"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=169590"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=169590"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=169590"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=169590"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=169590"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}