[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-187730-en":3,"doc-seo-187730-105":30,"detail-sidebar-cat-1-en-105":91},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":11,"category_id":12,"category_name":13,"doc_title":14,"doc_description":15,"doc_content":16,"file_id":17,"file_url":18,"file_type":19,"file_size":20,"view_count":4,"is_deleted":4,"is_public":11,"is_downloadable":11,"audit_status":11,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":15,"update_tm":28,"read_time":29},187730,8796095027276,"wps_ap_test_251126_0180","https://avatar.qwps.com/avatar/d3BzX2FwX3Rlc3RfMjUxMTI2XzAxODA=",1,21,"Paper Templates","Yu Direct Dense and ICCV 2015 paper","This document appears to be an excerpt from a research paper, likely related to computer graphics or computer vision, specifically focusing on 3D face reconstruction or modeling. It includes comparative tables and performance metrics, contrasting the authors' proposed method (\"Ours\") with existing techniques such as those by Zollhofer et al., Malti et al., Suwajanakorn et al., and Garg et al. The tables assess various properties like \"Template-free,\" \"Direct,\" \"RGB-only,\" \"Monocular,\" \"Perspective camera,\" \"Frame-to-frame,\" \"Generic shapes,\" and \"Closed mesh with self-occlusion handling,\" indicating the capabilities and limitations of each approach. A key performance indicator, \"error,\" is presented, showing significantly lower error rates (7.05) for the authors' method compared to others, including PCA (18.44) and Unconstrained methods (15.50). The inclusion of \"ICCV 2015\" in the filename suggests this research was presented at the International Conference on Computer Vision in 2015. The accompanying image displays a progression of a 3D face model, potentially illustrating the method's ability to handle increasing levels of detail or complexity.","|  | Zollhofer et al . [37] | Malti et al . [ 16] | Suwajanakorn et al . [30] | Garg et al . [ 10] | Ours |\n| --- | --- | --- | --- | --- | --- |\n| Template-free | ✗ | ✗ | ✗ | X | ✗ |\n\n\n| Direct | X | X | X | ✗ | X |\n| --- | --- | --- | --- | --- | --- |\n| RGB-only | ✗ | X | X | X | X |\n| Monocular | ✗ | X | X | X | X |\n| Perspective camera | X | X | ✗ | ✗ | X |\n| Frame-to-frame | X | X | X | ✗ | X |\n| Generic shapes | X | ✗ | ✗ | X | X |\n| Closed mesh with self-occlusion handling | X | ✗ | ✗ | ✗ | X |\n\n|  | error |\n| --- | --- |\n| PCA [34] | 18.44 |\n| Unconstrained [34] | 15.50􀀆1.78 |\n| Varolet al. [34] | 14.79􀀆0.90 |\n\n\n| Our method | 7.05 |\n| --- | --- |","cbCaidSvqZP0xjrR","https://ap.wps.com/l/cbCaidSvqZP0xjrR","pdf",9060086,9,"English","en",105,"# Comparison with Prior Art\n## Performance Comparison","[{\"question\":\"What is the main focus of this research?\",\"answer\":\"The research focuses on 3D face reconstruction or modeling, aiming to improve upon existing methods.\"},{\"question\":\"How does the authors' method compare to previous techniques?\",\"answer\":\"The authors' method, referred to as \\\"Ours,\\\" demonstrates superior performance with significantly lower error rates compared to methods like PCA and Unconstrained techniques.\"},{\"question\":\"What specific features are compared in the tables?\",\"answer\":\"The tables compare features such as template-free operation, direct processing, RGB-only input, monocular vision, perspective camera usage, frame-to-frame analysis, generic shapes, and handling of closed meshes with self-occlusion.\"}]","Yu Direct Dense and ICCV 2015 paper | PDF",1788385059,3,{"code":4,"msg":31,"data":32},"ok",{"site_id":24,"language":23,"slug":33,"title":14,"keywords":34,"description":15,"schema_data":35,"social_meta":86,"head_meta":88,"extra_data":90,"updated_unix":28},"yu-direct-dense-and-iccv-2015-paper","",{"@graph":36,"@context":85},[37,53,68],{"@type":38,"itemListElement":39},"BreadcrumbList",[40,44,48,50],{"item":41,"name":42,"@type":43,"position":11},"https://docshare.wps.com","Home","ListItem",{"item":45,"name":46,"@type":43,"position":47},"https://docshare.wps.com/template/","Template",2,{"item":49,"name":13,"@type":43,"position":29},"https://docshare.wps.com/template/paper-templates/",{"item":51,"name":14,"@type":43,"position":52},"https://docshare.wps.com/template/yu-direct-dense-and-iccv-2015-paper/187730/",4,{"url":51,"name":14,"@type":54,"author":55,"headline":14,"publisher":57,"fileFormat":60,"inLanguage":23,"description":15,"dateModified":61,"datePublished":62,"encodingFormat":60,"isAccessibleForFree":63,"interactionStatistic":64},"DigitalDocument",{"name":9,"@type":56},"Person",{"url":41,"name":58,"@type":59},"DocShare","Organization","application/pdf","2026-09-04","2026-09-02",true,{"@type":65,"interactionType":66,"userInteractionCount":11},"InteractionCounter",{"@type":67},"ViewAction",{"@type":69,"mainEntity":70},"FAQPage",[71,77,81],{"name":72,"@type":73,"acceptedAnswer":74},"What is the main focus of this research?","Question",{"text":75,"@type":76},"The research focuses on 3D face reconstruction or modeling, aiming to improve upon existing methods.","Answer",{"name":78,"@type":73,"acceptedAnswer":79},"How does the authors' method compare to previous techniques?",{"text":80,"@type":76},"The authors' method, referred to as \"Ours,\" demonstrates superior performance with significantly lower error rates compared to methods like PCA and Unconstrained techniques.",{"name":82,"@type":73,"acceptedAnswer":83},"What specific features are compared in the tables?",{"text":84,"@type":76},"The tables compare features such as template-free operation, direct processing, RGB-only input, monocular vision, perspective camera usage, frame-to-frame analysis, generic shapes, and handling of closed meshes with self-occlusion.","https://schema.org",{"og:url":51,"og:type":87,"og:title":14,"og:site_name":58,"og:description":15},"article",{"robots":89,"canonical":51},"index,follow",{"doc_id":7,"site_id":24},{"code":4,"msg":5,"data":92},[93,98,103,108,113,118,123,128,131],{"id":94,"doc_module":11,"doc_module_name":46,"category_name":95,"show_sort_weight":96,"slug":97},11,"Presentations",90,"presentations",{"id":99,"doc_module":11,"doc_module_name":46,"category_name":100,"show_sort_weight":101,"slug":102},12,"Resumes",80,"resumes",{"id":104,"doc_module":11,"doc_module_name":46,"category_name":105,"show_sort_weight":106,"slug":107},14,"Invoices",70,"invoices",{"id":109,"doc_module":11,"doc_module_name":46,"category_name":110,"show_sort_weight":111,"slug":112},15,"Posters",60,"posters",{"id":114,"doc_module":11,"doc_module_name":46,"category_name":115,"show_sort_weight":116,"slug":117},16,"Social Media",50,"social-media",{"id":119,"doc_module":11,"doc_module_name":46,"category_name":120,"show_sort_weight":121,"slug":122},17,"Forms",40,"forms",{"id":124,"doc_module":11,"doc_module_name":46,"category_name":125,"show_sort_weight":126,"slug":127},18,"Letters",30,"letters",{"id":12,"doc_module":11,"doc_module_name":46,"category_name":13,"show_sort_weight":129,"slug":130},5,"papers-templates",{"id":132,"doc_module":11,"doc_module_name":46,"category_name":133,"show_sort_weight":4,"slug":134},158,"General","general-158"]