{"id":7948,"date":"2024-06-07T22:08:05","date_gmt":"2024-06-07T22:08:05","guid":{"rendered":"https:\/\/jzhang.bournemouth.ac.uk\/?page_id=7948"},"modified":"2025-10-26T20:07:13","modified_gmt":"2025-10-26T20:07:13","slug":"nlp-mmi","status":"publish","type":"page","link":"https:\/\/jzhang.bournemouth.ac.uk\/?page_id=7948","title":{"rendered":"NLP-MMI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"7948\" class=\"elementor elementor-7948\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-50b46fd elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"50b46fd\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f1ac2ed\" data-id=\"f1ac2ed\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-53d0bbe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"53d0bbe\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-97df466\" data-id=\"97df466\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f9e1747 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"f9e1747\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Research Projects<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-74318fa\" data-id=\"74318fa\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1e220d4 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1e220d4\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2b1c95c elementor-hidden-mobile\" data-id=\"2b1c95c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aeb7f53 elementor-widget elementor-widget-spacer\" data-id=\"aeb7f53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-598d50b elementor-widget elementor-widget-image\" data-id=\"598d50b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.bournemouth.ac.uk\/research\/centres-institutes\/centre-applied-creative-technologies\/centre-applied-creative-technologies-plus-cfacts\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"340\" height=\"100\" src=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/06\/cfactplus2.jpg\" class=\"attachment-large size-large wp-image-7979\" alt=\"\" srcset=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/06\/cfactplus2.jpg 340w, https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/06\/cfactplus2-300x88.jpg 300w\" sizes=\"(max-width: 340px) 100vw, 340px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d259bea\" data-id=\"d259bea\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ea034c1 elementor-widget elementor-widget-heading\" data-id=\"ea034c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><b>NLP-MMI: Marking Medical Image Report Automatically with Natural Language Processing\n <\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ebf773 elementor-widget elementor-widget-text-editor\" data-id=\"9ebf773\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The proposed research will investigate deep learning based facial modeling and animation technologies to 1) create personalized face geometry from a single image, including the recognizable neutral face shape and believable personalized blendshapes; (2) generate personalized production-level facial skin textures from a video or image sequence; (3) automatically drive and animate a 3D target avatar by an actor&#8217;s 2D facial video or audio.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb0b884 elementor-widget elementor-widget-image\" data-id=\"cb0b884\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"542\" height=\"341\" src=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/06\/nlp.jpg\" class=\"attachment-large size-large wp-image-7588\" alt=\"\" srcset=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/06\/nlp.jpg 542w, https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/06\/nlp-300x189.jpg 300w\" sizes=\"(max-width: 542px) 100vw, 542px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0e212f4 homepage-features elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0e212f4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-59fd0f0\" data-id=\"59fd0f0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dc4a89b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dc4a89b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-727b2e00\" data-id=\"727b2e00\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7ee6a33a elementor-widget elementor-widget-image\" data-id=\"7ee6a33a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"520\" height=\"370\" src=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/bu.jpg\" class=\"attachment-full size-full wp-image-7189\" alt=\"\" srcset=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/bu.jpg 520w, https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/bu-300x213.jpg 300w\" sizes=\"(max-width: 520px) 100vw, 520px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-65e27f7b\" data-id=\"65e27f7b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5766681b elementor-widget elementor-widget-image\" data-id=\"5766681b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"370\" src=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/cde.jpg\" class=\"attachment-large size-large wp-image-7186\" alt=\"\" srcset=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/cde.jpg 520w, https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/cde-300x213.jpg 300w\" sizes=\"(max-width: 520px) 100vw, 520px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-59d8e86\" data-id=\"59d8e86\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3cd2fb4 elementor-widget elementor-widget-image\" data-id=\"3cd2fb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"370\" src=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/cFacts.jpg\" class=\"attachment-large size-large wp-image-7201\" alt=\"\" srcset=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/cFacts.jpg 520w, https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/cFacts-300x213.jpg 300w\" sizes=\"(max-width: 520px) 100vw, 520px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-383cc55d\" data-id=\"383cc55d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-31260622 elementor-widget elementor-widget-image\" data-id=\"31260622\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"370\" src=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/EPRC.jpg\" class=\"attachment-large size-large wp-image-7187\" alt=\"\" srcset=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/EPRC.jpg 520w, https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/EPRC-300x213.jpg 300w\" sizes=\"(max-width: 520px) 100vw, 520px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-76ded9b3\" data-id=\"76ded9b3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-34594a2a elementor-widget elementor-widget-image\" data-id=\"34594a2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"370\" src=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/ncca.jpg\" class=\"attachment-large size-large wp-image-7188\" alt=\"\" srcset=\"https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/ncca.jpg 520w, https:\/\/jzhang.bournemouth.ac.uk\/wp-content\/uploads\/2024\/05\/ncca-300x213.jpg 300w\" sizes=\"(max-width: 520px) 100vw, 520px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Research Projects NLP-MMI: Marking Medical Image Report Automatically with Natural Language Processing The proposed research will investigate deep learning based facial modeling and animation technologies to 1) create personalized face geometry from a single image, including the recognizable neutral face shape and believable personalized blendshapes; (2) generate personalized production-level facial skin textures from a video [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-canvas.php","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-7948","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/jzhang.bournemouth.ac.uk\/index.php?rest_route=\/wp\/v2\/pages\/7948","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jzhang.bournemouth.ac.uk\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/jzhang.bournemouth.ac.uk\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/jzhang.bournemouth.ac.uk\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jzhang.bournemouth.ac.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7948"}],"version-history":[{"count":19,"href":"https:\/\/jzhang.bournemouth.ac.uk\/index.php?rest_route=\/wp\/v2\/pages\/7948\/revisions"}],"predecessor-version":[{"id":9042,"href":"https:\/\/jzhang.bournemouth.ac.uk\/index.php?rest_route=\/wp\/v2\/pages\/7948\/revisions\/9042"}],"wp:attachment":[{"href":"https:\/\/jzhang.bournemouth.ac.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7948"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}