{"id":11,"date":"2026-05-06T21:20:46","date_gmt":"2026-05-06T21:20:46","guid":{"rendered":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/?page_id=11"},"modified":"2026-05-08T01:53:19","modified_gmt":"2026-05-08T01:53:19","slug":"results","status":"publish","type":"page","link":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/","title":{"rendered":"Results"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Results<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Non-rigging<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Temporally Consistent Mesh Sequence Generation<\/strong><\/h4>\n\n\n\n<p class=\"has-medium-font-size\">We qualitatively compared our temporally consistent mesh generation method with ActionMesh&#8217;s feed-forward video-to-mesh sequence generation, which is mostly trained on simple cases, on a video case where the shape\/topology changes a lot over time. ActionMesh&#8217;s results have obvious artifacts in most frames, while our method successfully generated high-quality meshes and maintained temporal consistency.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"941\" height=\"341\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/img5.png\" alt=\"\" class=\"wp-image-68\" style=\"aspect-ratio:2.7597272362615324;width:588px;height:auto\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/img5.png 941w, https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/img5-300x109.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/img5-768x278.png 768w\" sizes=\"auto, (max-width: 941px) 100vw, 941px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Rigging<\/strong><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">For the first semester, we have constructed an interactive deterministic Rig Editor for skeleton editing, validation, and export. It includes core editing tools: MOVE, REMOVE, INSERT ON EDGE, and ADD LEAF. This video shows the operations of the app.<\/p>\n\n\n\n<p class=\"is-style-text-annotation has-contrast-color has-base-background-color has-text-color has-background has-link-color has-medium-font-size wp-elements-4619ae45f9674acdc5dd7bb60f955211 is-style-text-annotation--1\"><a href=\"https:\/\/drive.google.com\/file\/d\/1yQvmVbPmulwYa_7sW9hqdL0huBrzTwfg\/view?usp=sharing\" id=\"https:\/\/drive.google.com\/file\/d\/1yQvmVbPmulwYa_7sW9hqdL0huBrzTwfg\/view?usp=sharing\">App demo video<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/drive.google.com\/file\/d\/1yQvmVbPmulwYa_7sW9hqdL0huBrzTwfg\/view?usp=sharing\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"547\" src=\"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/app_demo-1024x547.png\" alt=\"\" class=\"wp-image-142\" srcset=\"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/app_demo-1024x547.png 1024w, https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/app_demo-300x160.png 300w, https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/app_demo-768x411.png 768w, https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/app_demo.png 1242w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Results Non-rigging Temporally Consistent Mesh Sequence Generation We qualitatively compared our temporally consistent mesh generation method with ActionMesh&#8217;s feed-forward video-to-mesh sequence generation, which is mostly trained on simple cases, on a video case where the shape\/topology changes a lot over time. ActionMesh&#8217;s results have obvious artifacts in most frames, while our method successfully generated high-quality [&hellip;]<\/p>\n","protected":false},"author":270,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-11","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Results - 3D Asset Generation: Generating Action Primitives<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Results - 3D Asset Generation: Generating Action Primitives\" \/>\n<meta property=\"og:description\" content=\"Results Non-rigging Temporally Consistent Mesh Sequence Generation We qualitatively compared our temporally consistent mesh generation method with ActionMesh&#8217;s feed-forward video-to-mesh sequence generation, which is mostly trained on simple cases, on a video case where the shape\/topology changes a lot over time. ActionMesh&#8217;s results have obvious artifacts in most frames, while our method successfully generated high-quality [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/\" \/>\n<meta property=\"og:site_name\" content=\"3D Asset Generation: Generating Action Primitives\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-08T01:53:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/img5.png\" \/>\n\t<meta property=\"og:image:width\" content=\"941\" \/>\n\t<meta property=\"og:image:height\" content=\"341\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/results\\\/\",\"url\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/results\\\/\",\"name\":\"Results - 3D Asset Generation: Generating Action Primitives\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/results\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/results\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/wp-content\\\/uploads\\\/sites\\\/145\\\/2026\\\/05\\\/img5.png\",\"datePublished\":\"2026-05-06T21:20:46+00:00\",\"dateModified\":\"2026-05-08T01:53:19+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/results\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/results\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/results\\\/#primaryimage\",\"url\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/wp-content\\\/uploads\\\/sites\\\/145\\\/2026\\\/05\\\/img5.png\",\"contentUrl\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/wp-content\\\/uploads\\\/sites\\\/145\\\/2026\\\/05\\\/img5.png\",\"width\":941,\"height\":341},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/results\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Results\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/#website\",\"url\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/\",\"name\":\"3D Asset Generation: Generating Action Primitives\",\"description\":\"Carnegie Mellon University\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/mscvprojects.ri.cmu.edu\\\/2026teamf3\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Results - 3D Asset Generation: Generating Action Primitives","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/","og_locale":"en_US","og_type":"article","og_title":"Results - 3D Asset Generation: Generating Action Primitives","og_description":"Results Non-rigging Temporally Consistent Mesh Sequence Generation We qualitatively compared our temporally consistent mesh generation method with ActionMesh&#8217;s feed-forward video-to-mesh sequence generation, which is mostly trained on simple cases, on a video case where the shape\/topology changes a lot over time. ActionMesh&#8217;s results have obvious artifacts in most frames, while our method successfully generated high-quality [&hellip;]","og_url":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/","og_site_name":"3D Asset Generation: Generating Action Primitives","article_modified_time":"2026-05-08T01:53:19+00:00","og_image":[{"width":941,"height":341,"url":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/img5.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/","url":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/","name":"Results - 3D Asset Generation: Generating Action Primitives","isPartOf":{"@id":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/#website"},"primaryImageOfPage":{"@id":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/#primaryimage"},"image":{"@id":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/#primaryimage"},"thumbnailUrl":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/img5.png","datePublished":"2026-05-06T21:20:46+00:00","dateModified":"2026-05-08T01:53:19+00:00","breadcrumb":{"@id":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/#primaryimage","url":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/img5.png","contentUrl":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-content\/uploads\/sites\/145\/2026\/05\/img5.png","width":941,"height":341},{"@type":"BreadcrumbList","@id":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/results\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/"},{"@type":"ListItem","position":2,"name":"Results"}]},{"@type":"WebSite","@id":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/#website","url":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/","name":"3D Asset Generation: Generating Action Primitives","description":"Carnegie Mellon University","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-json\/wp\/v2\/pages\/11","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-json\/wp\/v2\/users\/270"}],"replies":[{"embeddable":true,"href":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-json\/wp\/v2\/comments?post=11"}],"version-history":[{"count":10,"href":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-json\/wp\/v2\/pages\/11\/revisions"}],"predecessor-version":[{"id":144,"href":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-json\/wp\/v2\/pages\/11\/revisions\/144"}],"wp:attachment":[{"href":"https:\/\/mscvprojects.ri.cmu.edu\/2026teamf3\/wp-json\/wp\/v2\/media?parent=11"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}