{"id":657,"date":"2023-01-08T15:23:34","date_gmt":"2023-01-08T15:23:34","guid":{"rendered":"https:\/\/cpii-web-test01.azurewebsites.net\/?page_id=657"},"modified":"2025-01-20T17:00:57","modified_gmt":"2025-01-20T09:00:57","slug":"rp1-3","status":"publish","type":"page","link":"https:\/\/cpii.hk\/zh\/rp1-3\/","title":{"rendered":"RP1-3"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"657\" class=\"elementor elementor-657\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-40a7566 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"40a7566\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:7.8,&quot;sizes&quot;:[]},&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&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-f5101b3\" data-id=\"f5101b3\" 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-9287284 elementor-nav-menu__align-center elementor-hidden-tablet elementor-hidden-mobile elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"9287284\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-caret-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-underline e--animation-fade\">\n\t\t\t\t<ul id=\"menu-1-9287284\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1813\"><a href=\"https:\/\/cpii.hk\" class=\"elementor-item\">Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1308\"><a href=\"https:\/\/cpii.hk\/zh\/about\/\" class=\"elementor-item\">About<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1832\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/\" class=\"elementor-item\">R&#038;D Areas<span class=\"sub-arrow\"><i class=\"fas fa-caret-down\" aria-hidden=\"true\"><\/i><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1833\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-1\/\" class=\"elementor-sub-item\">Program 1 \u2013 Visual Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1834\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-2\/\" class=\"elementor-sub-item\">Program 2 \u2013 Speech &#038; Language Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1835\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-3\/\" class=\"elementor-sub-item\">Program 3 \u2013 Vision- and Language-based Healthcare AI<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1836\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-4\/\" class=\"elementor-sub-item\">Program 4 \u2013 Vision-based Urban Services<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1837\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-5\/\" class=\"elementor-sub-item\">Program 5 \u2013 AI-Enabled Design &#038; Automations<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-7750\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/\" class=\"elementor-item\">Inventions<span class=\"sub-arrow\"><i class=\"fas fa-caret-down\" aria-hidden=\"true\"><\/i><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9949\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/ai-enhanced-weaving-based-freeform-sensing-interfaces\/\" class=\"elementor-sub-item\">AI-Based Personalized Design and Fabrication<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7756\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/cpii-meeting-assistant-speech-to-summary\/\" class=\"elementor-sub-item\">CPII Meeting Assistant Speech to Summary<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9107\"><a href=\"https:\/\/cpii.hk\/zh\/cpii-chatdoc-master\/\" class=\"elementor-sub-item\">CPII ChatDoc Master<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8141\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/dysarthric-speech-reconstruction\/\" class=\"elementor-sub-item\">Dysarthric Speech Reconstruction<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7753\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/edge-ai-technologies-for-infrastructure-assisted-autonomous-driving\/\" class=\"elementor-sub-item\">Edge AI Technologies For Infrastructure-Assisted Autonomous Driving<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7754\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/femtosecond-projection-nanoprinter\/\" class=\"elementor-sub-item\">Femtosecond Projection Nanoprinter<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9950\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/flashlight-ai-search-on-video\/\" class=\"elementor-sub-item\">FlashLight: AI Search on Video<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8142\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/information-seeking-conversational-system\/\" class=\"elementor-sub-item\">Information-seeking Conversational System<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9947\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/motion-i2v-consistent-and-controllable-image-to-video-generation-with-explicit-motion-modeling\/\" class=\"elementor-sub-item\">Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit\u00a0Motion\u00a0Modeling<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7752\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/smart-augmentative-and-alternative-communication\/\" class=\"elementor-sub-item\">Smart Augmentative and Alternative Communication<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9948\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/the-first-controllable-cantonese-text-to-personalized-speech-generation-technology\/\" class=\"elementor-sub-item\">The First Controllable Cantonese Text-to-Personalized Speech Generation Technology<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1596\"><a href=\"https:\/\/cpii.hk\/zh\/news\/\" class=\"elementor-item\">News<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1824\"><a href=\"https:\/\/cpii.hk\/zh\/publications\/\" class=\"elementor-item\">Publications<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4562\"><a href=\"https:\/\/cpii.hk\/zh\/join-us-2\/\" class=\"elementor-item\">Join Us<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1330\"><a href=\"https:\/\/cpii.hk\/zh\/contact-us\/\" class=\"elementor-item\">Contact Us<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-9287284\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1813\"><a href=\"https:\/\/cpii.hk\" class=\"elementor-item\" tabindex=\"-1\">Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1308\"><a href=\"https:\/\/cpii.hk\/zh\/about\/\" class=\"elementor-item\" tabindex=\"-1\">About<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1832\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/\" class=\"elementor-item\" tabindex=\"-1\">R&#038;D Areas<span class=\"sub-arrow\"><i class=\"fas fa-caret-down\" aria-hidden=\"true\"><\/i><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1833\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-1\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 1 \u2013 Visual Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1834\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-2\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 2 \u2013 Speech &#038; Language Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1835\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-3\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 3 \u2013 Vision- and Language-based Healthcare AI<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1836\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-4\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 4 \u2013 Vision-based Urban Services<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1837\"><a href=\"https:\/\/cpii.hk\/zh\/rd-areas\/program-5\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program 5 \u2013 AI-Enabled Design &#038; Automations<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-7750\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/\" class=\"elementor-item\" tabindex=\"-1\">Inventions<span class=\"sub-arrow\"><i class=\"fas fa-caret-down\" aria-hidden=\"true\"><\/i><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9949\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/ai-enhanced-weaving-based-freeform-sensing-interfaces\/\" class=\"elementor-sub-item\" tabindex=\"-1\">AI-Based Personalized Design and Fabrication<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7756\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/cpii-meeting-assistant-speech-to-summary\/\" class=\"elementor-sub-item\" tabindex=\"-1\">CPII Meeting Assistant Speech to Summary<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9107\"><a href=\"https:\/\/cpii.hk\/zh\/cpii-chatdoc-master\/\" class=\"elementor-sub-item\" tabindex=\"-1\">CPII ChatDoc Master<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8141\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/dysarthric-speech-reconstruction\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Dysarthric Speech Reconstruction<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7753\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/edge-ai-technologies-for-infrastructure-assisted-autonomous-driving\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Edge AI Technologies For Infrastructure-Assisted Autonomous Driving<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7754\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/femtosecond-projection-nanoprinter\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Femtosecond Projection Nanoprinter<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9950\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/flashlight-ai-search-on-video\/\" class=\"elementor-sub-item\" tabindex=\"-1\">FlashLight: AI Search on Video<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8142\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/information-seeking-conversational-system\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Information-seeking Conversational System<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9947\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/motion-i2v-consistent-and-controllable-image-to-video-generation-with-explicit-motion-modeling\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit\u00a0Motion\u00a0Modeling<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7752\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/smart-augmentative-and-alternative-communication\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Smart Augmentative and Alternative Communication<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9948\"><a href=\"https:\/\/cpii.hk\/zh\/inventions\/the-first-controllable-cantonese-text-to-personalized-speech-generation-technology\/\" class=\"elementor-sub-item\" tabindex=\"-1\">The First Controllable Cantonese Text-to-Personalized Speech Generation Technology<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1596\"><a href=\"https:\/\/cpii.hk\/zh\/news\/\" class=\"elementor-item\" tabindex=\"-1\">News<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1824\"><a href=\"https:\/\/cpii.hk\/zh\/publications\/\" class=\"elementor-item\" tabindex=\"-1\">Publications<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4562\"><a href=\"https:\/\/cpii.hk\/zh\/join-us-2\/\" class=\"elementor-item\" tabindex=\"-1\">Join Us<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1330\"><a href=\"https:\/\/cpii.hk\/zh\/contact-us\/\" class=\"elementor-item\" tabindex=\"-1\">Contact Us<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\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-00bcb2c elementor-widget elementor-widget-spacer\" data-id=\"00bcb2c\" 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-1f786f1 elementor-widget elementor-widget-spacer\" data-id=\"1f786f1\" 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-b09b9d5 elementor-widget elementor-widget-heading\" data-id=\"b09b9d5\" 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\">PROGRAM 1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b0083a elementor-widget elementor-widget-heading\" data-id=\"7b0083a\" 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\">Visual Intelligence<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c408b0 elementor-widget elementor-widget-spacer\" data-id=\"4c408b0\" 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-add3513 elementor-widget elementor-widget-spacer\" data-id=\"add3513\" 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\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-74623d68 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"74623d68\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-79c49777 elementor-hidden-tablet elementor-hidden-mobile elementor-invisible\" data-id=\"79c49777\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInLeft&quot;}\">\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-8e2dea5 elementor-widget elementor-widget-heading\" data-id=\"8e2dea5\" 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\">RP1-3<\/h2>\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-d4c52b4 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"d4c52b4\" 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-top-column elementor-element elementor-element-9bfa7dc\" data-id=\"9bfa7dc\" 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-6ad9d90b elementor-widget elementor-widget-heading\" data-id=\"6ad9d90b\" 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<h1 class=\"elementor-heading-title elementor-size-default\">Interpretable models for movie understanding<\/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-top-column elementor-element elementor-element-ee79864\" data-id=\"ee79864\" 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-54c8613 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"54c8613\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 4\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"54c8613\" data-elementor-lightbox-title=\"3D-aware Image Synthesis via Learning Structural and Texture Representations\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NjYyLCJ1cmwiOiJodHRwczpcL1wvY3BpaS5oa1wvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDFcL3Rlc3QtMTMucG5nIiwic2xpZGVzaG93IjoiNTRjODYxMyJ9\" href=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/test-13.png?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image lazyload\" data-src=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/test-13.png?fit=9243%2C5776&amp;ssl=1\" alt=\"3D-aware Image Synthesis via Learning Structural and Texture Representations\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><figcaption class=\"elementor-image-carousel-caption\">3D-aware Image Synthesis via Learning Structural and Texture Representations<\/figcaption><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 4\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"54c8613\" data-elementor-lightbox-title=\"Learning Hierarchical Cross-Modal Association for Co-speech Gesture Generation\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NjYxLCJ1cmwiOiJodHRwczpcL1wvY3BpaS5oa1wvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDFcL3Rlc3QtMTIucG5nIiwic2xpZGVzaG93IjoiNTRjODYxMyJ9\" href=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/test-12.png?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image lazyload\" data-src=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/test-12.png?fit=9243%2C5776&amp;ssl=1\" alt=\"Learning Hierarchical Cross-Modal Association for Co-speech Gesture Generation\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><figcaption class=\"elementor-image-carousel-caption\">Learning Hierarchical Cross-Modal Association for Co-speech Gesture Generation<\/figcaption><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 of 4\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"54c8613\" data-elementor-lightbox-title=\"Instance Localization for Self-supervised Detection Pretraining\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NjYwLCJ1cmwiOiJodHRwczpcL1wvY3BpaS5oa1wvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDFcL3Rlc3QtMTEucG5nIiwic2xpZGVzaG93IjoiNTRjODYxMyJ9\" href=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/test-11.png?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image lazyload\" data-src=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/test-11.png?fit=9243%2C5776&amp;ssl=1\" alt=\"Instance Localization for Self-supervised Detection Pretraining\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><figcaption class=\"elementor-image-carousel-caption\">Instance Localization for Self-supervised Detection Pretraining<\/figcaption><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 of 4\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"54c8613\" data-elementor-lightbox-title=\"BlockPlanner: City Block Generation with Vectorized Graph Representation\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NjU5LCJ1cmwiOiJodHRwczpcL1wvY3BpaS5oa1wvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDFcL3Rlc3QtMTAucG5nIiwic2xpZGVzaG93IjoiNTRjODYxMyJ9\" href=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/test-10.png?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image lazyload\" data-src=\"https:\/\/i0.wp.com\/cpii.hk\/wp-content\/uploads\/2023\/01\/test-10.png?fit=9243%2C5777&amp;ssl=1\" alt=\"BlockPlanner: City Block Generation with Vectorized Graph Representation\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><figcaption class=\"elementor-image-carousel-caption\">BlockPlanner: City Block Generation with Vectorized Graph Representation<\/figcaption><\/figure><\/a><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\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-63ce884 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"63ce884\" 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-8e18c8c\" data-id=\"8e18c8c\" 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-69e6f6f5 elementor-widget elementor-widget-text-editor\" data-id=\"69e6f6f5\" 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>There is a large amount of multimodal knowledge stored in movies. Movies are a great resource of common-sense knowledge about the world, about actions and their effects, about people\u2019s behaviors and emotions, and about stories. Movies provide rich visual content covering large periods of time, telling a full story with rich interactions, emotions, and events. Our goal is to produce a system (algorithm + database) that can take an image or video as input and produce a description of the semantic content of the scene, what the people are doing, and understand the situation depicted in the scene. To achieve this goal, we propose to build a knowledge database covering a very wide and varied number of situations and train a system to parse scenes and provide complex descriptions of the content.\u00a0<\/p><p>Aim 1:\u00a0<\/p><p>Network dissection and understanding the internal representation learned by dynamic neural networks. Network dissection consists in a family of methods to characterize the internal representation learned by a neural network when trying to solve a task. Characterizing the internal representation built by a neural network opens the door to new approach for unsupervised object discovery and to do unsupervised learning of common-sense knowledge. \u00a0<\/p><p>Aim 2:\u00a0<\/p><p>Understanding movies. Understanding a movie requires analyzing the video at different time scales and reasoning about different types of events. Following the gaze of people inside videos is an important signal for understanding people and their actions. In this project, we present an approach for the following gaze in the video by predicting where a person (in the video) is looking even when the object is in a different frame. This system can then be deployed to solve a variety of tasks: movie understanding, activity recognition, and social interaction prediction.<\/p>\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-47686b8 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"47686b8\" 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-top-column elementor-element elementor-element-6cc086c\" data-id=\"6cc086c\" 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-fe684fa elementor-align-center elementor-widget elementor-widget-button\" data-id=\"fe684fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/cpii.hk\/rd-areas\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to R&amp;D Areas<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-1e77931\" data-id=\"1e77931\" 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-d8a5147 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"d8a5147\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/cpii.hk\/rd-areas\/program-1\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to Program 1<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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>PROGRAM 1 Visual Intelligence RP1-3 Interpretable models for movie understanding 3D-aware Image Synthesis via Learning Structural and Texture Representations Learning Hierarchical Cross-Modal Association for Co-speech Gesture Generation Instance Localization for Self-supervised Detection Pretraining BlockPlanner: City Block Generation with Vectorized Graph Representation There is a large amount of multimodal knowledge stored in movies. Movies are a great resource of common-sense knowledge about the world, about actions and their effects, about people\u2019s behaviors and emotions, and about stories. Movies provide rich visual content covering large periods of time, telling a full story with rich interactions, emotions, and events. Our goal is to produce a system (algorithm + database) that can take an image or video as input and produce a description of the semantic content of the scene, what the people are doing, and understand the situation depicted in the scene. To achieve this goal, we propose to build a knowledge database covering a very wide and varied number of situations and train a system to parse scenes and provide complex descriptions of the content.\u00a0 Aim 1:\u00a0 Network dissection and understanding the internal representation learned by dynamic neural networks. Network dissection consists in a family of methods to characterize the internal representation learned by a neural network when trying to solve a task. Characterizing the internal representation built by a neural network opens the door to new approach for unsupervised object discovery and to do unsupervised learning of common-sense knowledge. \u00a0 Aim 2:\u00a0 Understanding movies. Understanding a movie requires analyzing the video at different time scales and reasoning about different types of events. Following the gaze of people inside videos is an important signal for understanding people and their actions. In this project, we present an approach for the following gaze in the video by predicting where a person (in the video) is looking even when the object is in a different frame. This system can then be deployed to solve a variety of tasks: movie understanding, activity recognition, and social interaction prediction. Back to R&amp;D Areas Back to Program 1<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"_eb_attr":"","_wpcom_ai_launchpad_about_page":false,"_wpcom_ai_launchpad_gallery_page":false,"_wpcom_ai_launchpad_contact_page":false,"_wpcom_ai_launchpad_events_page":false,"_wpcom_ai_launchpad_video_page":false,"_wpcom_ai_launchpad_portfolio_piece":false,"footnotes":""},"class_list":["post-657","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"Home About R&amp;D Areas Program 1 \u2013 Visual Intelligence Program 2 \u2013 Speech &amp; Language Intelligence Program 3 \u2013 Vision- and Language-based Healthcare AI Program 4 \u2013 Vision-based Urban Services Program 5 \u2013 AI-Enabled Design &amp; Automations Inventions AI-Based Personalized Design and Fabrication CPII Meeting Assistant Speech to Summary CPII ChatDoc Master Dysarthric Speech Reconstruction\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"google-site-verification\" content=\"0GGxLlc4HoSUTr1Ay4ecS6UVKsGT_MmF7c__qzrKuc0\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/cpii.hk\/zh\/rp1-3\/\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.3\" \/>\n\t\t<meta property=\"og:locale\" content=\"zh_CN\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Centre for Perceptual and Interactive Intelligence (CPII) \u2013 Since its inception, the Centre for Perceptual and Interactive Intelligence&#039;s (CPII) mission has been to make use of Hong Kong&#039;s international research networks for AI talent development and exchange, nurture AI start-ups and bring academic outcomes to meet industrial demands. 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