{"id":171072,"date":"2012-12-10T06:12:53","date_gmt":"2012-12-10T06:12:53","guid":{"rendered":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/project\/digits\/"},"modified":"2017-06-07T15:24:01","modified_gmt":"2017-06-07T22:24:01","slug":"digits","status":"publish","type":"msr-project","link":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/project\/digits\/","title":{"rendered":"Digits"},"content":{"rendered":"<p class=\"asset-content\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2016\/02\/digits-2.jpg\" alt=\"\" width=\"73\" height=\"73\" \/>Digits is a wrist-worn sensor that recovers the full 3D pose of the user&#8217;s hand without requiring any external sensing infrastructure or covering the hand itself (unlike data gloves). The system targets mobile settings and is specifically designed to be low-power and easily reproducible using only off-the-shelf hardware. We demonstrate the utility of Digits for a variety of application scenarios, including 3D gaming and eyes-free interaction on the move.<\/p>\n<h2 class=\"asset-content\">Image Gallery<\/h2>\n<ul id='gallery-1' class='gallery galleryid-171072 gallery-columns-4 gallery-size-grid-third stripped ms-row fixed-small'><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000001.jpg\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000001.jpg\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000001-480x280.jpg\" alt=\"a hand holding a cell phone\" class=\"db full-width\" \/><\/a><\/li><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000002.jpg\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000002.jpg\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000002-480x280.jpg\" alt=\"\" class=\"db full-width\" \/><\/a><\/li><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000003.jpg\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000003.jpg\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000003-480x280.jpg\" alt=\"\" class=\"db full-width\" \/><\/a><\/li><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000004.jpg\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000004.jpg\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000004-480x280.jpg\" alt=\"\" class=\"db full-width\" \/><\/a><\/li><br style=\"clear: both\" \/><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000005.jpg\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000005.jpg\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000005-480x280.jpg\" alt=\"\" class=\"db full-width\" \/><\/a><\/li><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000006.jpg\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000006.jpg\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000006-480x280.jpg\" alt=\"\" class=\"db full-width\" \/><\/a><\/li><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000007.png\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000007.png\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000007-480x280.png\" alt=\"\" class=\"db full-width\" \/><\/a><\/li><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000008.png\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000008.png\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000008-480x280.png\" alt=\"a man standing in front of a flat screen monitor\" class=\"db full-width\" \/><\/a><\/li><br style=\"clear: both\" \/><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000009.png\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000009.png\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000009-480x280.png\" alt=\"a man standing in front of a computer screen\" class=\"db full-width\" \/><\/a><\/li><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000010.png\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000010.png\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000010-480x280.png\" alt=\"a screen shot of a computer\" class=\"db full-width\" \/><\/a><\/li><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000011.png\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000011.png\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000011-480x280.png\" alt=\"a man standing in front of a monitor\" class=\"db full-width\" \/><\/a><\/li><li class='s-col-6-24 xs-margin-bottom-sp1 s-margin-bottom-sp2'><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000012.png\" data-mfp-src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000012.png\" data-caption=\"\" class=\"gallery-item\"><img decoding=\"async\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2012\/12\/Digits_179019-000012-480x280.png\" alt=\"a person standing in front of a computer\" class=\"db full-width\" \/><\/a><\/li><br style=\"clear: both\" \/>\n\t\t<\/ul>\n\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\tPublications\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<ul>\n<li>David Kim, Otmar Hilliges, Shahram Izadi, Alex Butler, Jiawen Chen, Iason Oikonomidis, and Patrick Olivier, Digits: Freehand 3D Interactions Anywhere Using a Wrist-Worn Gloveless Sensor, ACM Symposium on User Interface Software and Technology, 2012.<\/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-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\tRelated Links\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<ul>\n<li>Computer-Mediated Living<\/li>\n<li><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/lab\/microsoft-research-cambridge\/\" target=\"_self\">Microsoft Research Cambridge<\/a><\/li>\n<li><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/group\/sensors-and-devices\/\" target=\"_self\">Sensors and Devices<\/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>Digits is a wrist-worn sensor that recovers the full 3D pose of the user&#8217;s hand without requiring any external sensing infrastructure or covering the hand itself (unlike data gloves). The system targets mobile settings and is specifically designed to be low-power and easily reproducible using only off-the-shelf hardware. We demonstrate the utility of Digits for [&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":[13552,13554],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-171072","msr-project","type-msr-project","status-publish","hentry","msr-research-area-hardware-devices","msr-research-area-human-computer-interaction","msr-locale-en_us","msr-archive-status-active"],"msr_project_start":"2012-12-10","related-publications":[164310],"related-downloads":[],"related-videos":[188502],"related-groups":[144767],"related-events":[],"related-opportunities":[],"related-posts":[],"related-articles":[],"tab-content":[],"slides":[],"related-researchers":[{"type":"user_nicename","value":"rbanks","display_name":"Richard Banks","author_link":"<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/people\/rbanks\/\" aria-label=\"Visit the profile page for Richard Banks\">Richard Banks<\/a>","is_active":false,"user_id":33361,"last_first":"Banks, Richard","people_section":0,"alias":"rbanks"}],"msr_research_lab":[199561],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/171072","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-project"}],"about":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-project"}],"version-history":[{"count":1,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/171072\/revisions"}],"predecessor-version":[{"id":238583,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/171072\/revisions\/238583"}],"wp:attachment":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/media?parent=171072"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=171072"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=171072"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=171072"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=171072"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}