{"id":4302,"date":"2020-04-28T14:57:44","date_gmt":"2020-04-28T06:57:44","guid":{"rendered":"http:\/\/pairlabs.ai.pro6.designworks.tw\/%e7%94%a2%e5%ad%b8%e5%90%88%e4%bd%9c\/%e6%a9%9f%e5%99%a8%e4%ba%ba%e8%88%87%e6%84%9f%e6%b8%ac%e6%8a%80%e8%a1%93%e9%a0%98%e5%9f%9f\/"},"modified":"2020-10-14T17:47:26","modified_gmt":"2020-10-14T09:47:26","slug":"robotics-and-sensing-technology","status":"publish","type":"page","link":"https:\/\/pairlabs.ai\/en\/core-technologies-for-industry-academia-collaboration\/robotics-and-sensing-technology\/","title":{"rendered":"Robotics and Sensing Technology"},"content":{"rendered":"<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_1' class='avia-section main_color avia-section-large avia-no-border-styling avia-full-stretch av-section-color-overlay-active avia-bg-style-fixed    av-small-hide av-mini-hide container_wrap sidebar_right' style='background-repeat: no-repeat; background-image: url(https:\/\/pairlabs.ai\/wp-content\/uploads\/2020\/05\/wall006.jpg);background-attachment: fixed; background-position: center center;  '  data-section-bg-repeat='stretch' style='background-repeat: no-repeat; background-image: url(https:\/\/pairlabs.ai\/wp-content\/uploads\/2020\/05\/wall006.jpg);background-attachment: fixed; background-position: center center;  ' ><div class='av-section-color-overlay-wrap'><div class='av-section-color-overlay' style='opacity: 0.5; background-color: #ffffff; '><\/div><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-equal-height-column-flextable -flextable' style='margin-top:0px; margin-bottom:-20px; '><div class=\"flex_column av_one_third  flex_column_table_cell av-equal-height-column av-align-top av-zero-column-padding first   \" style='border-radius:0px; '><section class=\"avia_codeblock_section  avia_code_block_0\"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_codeblock '  itemprop=\"text\" > [avia_codeblock_placeholder uid=\"0\"] <\/div><\/section><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' style='margin-top:0px; margin-bottom:-20px; '><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_one_third  flex_column_table_cell av-equal-height-column av-align-top av-zero-column-padding   \" style='border-radius:0px; '><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '  style='font-size:20px; '  itemprop=\"text\" ><p style=\"text-align: center;\">Pervasive Artificial Intelligence Research (PAIR) Labs<\/p>\n<\/div><\/section><br \/>\n<div style='height:20px' class='hr hr-invisible   '><span class='hr-inner ' ><span class='hr-inner-style'><\/span><\/span><\/div><\/p><\/div><\/div><!--close column table wrapper. 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Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' style='margin-top:0px; margin-bottom:-20px; '><div class='av-flex-placeholder'><\/div><div class=\"flex_column av_one_third  flex_column_table_cell av-equal-height-column av-align-top av-zero-column-padding   \" style='border-radius:0px; '><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '  style='font-size:20px; '  itemprop=\"text\" ><p style=\"text-align: center;\">Pervasive Artificial Intelligence Research (PAIR) Labs<\/p>\n<\/div><\/section><br \/>\n<div style='height:1px' class='hr hr-invisible   '><span class='hr-inner ' ><span class='hr-inner-style'><\/span><\/span><\/div><\/p><\/div><\/div><!--close column table wrapper. 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Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle    \" style='background: #e5e5e5; padding:30px; background-color:#e5e5e5; border-radius:0px; '><p><div style='padding-bottom:10px; ' class='av-special-heading av-special-heading-h3  blockquote modern-quote   '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Professor Wen-June Wang<\/h3><div class ='av-subheading av-subheading_below  ' style='font-size:15px;'><p>NCU<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div style=' margin-top:20px; margin-bottom:20px;'  class='hr hr-custom hr-center hr-icon-no   '><span class='hr-inner   inner-border-av-border-thin' style=' width:100%; border-color:#00a0e9;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<article class=\"iconbox iconbox_left     \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue855' data-av_iconfont='entypo-fontello'  style='color:#0069b2; ' ><\/div><h3 class='iconbox_content_title '  itemprop=\"headline\"  >Core Technologies<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p>1. New Taiwan dollar banknote recognition<br \/>\n2. Industrial robotic arm control<br \/>\n3. Road condition recognition and object recognition for the visually impaired<br \/>\n4. Detection of safety belts of passengers on vehicles<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><br \/>\n<div class='avia-button-wrap avia-button-right  '><a href='https:\/\/pairlabs.ai\/en\/portfolio-item\/professor-wen-june-wang-c-en\/'  class='avia-button av-icon-on-hover  avia-icon_select-yes-right-icon avia-color-theme-color avia-size-medium avia-position-right '   ><span class='avia_iconbox_title' >MORE<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue803' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_3' class='main_color av_default_container_wrap container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_4' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll    container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_one_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle first   \" style='background: #bbe8e1; padding:30px; background-color:#bbe8e1; border-radius:0px; '><div class='avia-image-container  av-styling-     avia-align-center '  itemprop=\"ImageObject\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img class='avia_image' src='https:\/\/pairlabs.ai\/wp-content\/uploads\/2020\/06\/photo-5.jpg' alt='' title='photo' height=\"360\" width=\"360\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle    \" style='background: #e5e5e5; padding:30px; background-color:#e5e5e5; border-radius:0px; '><p><div style='padding-bottom:10px; ' class='av-special-heading av-special-heading-h3  blockquote modern-quote   '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Professor Wei-Yen Wang<\/h3><div class ='av-subheading av-subheading_below  ' style='font-size:15px;'><p>NTNU<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div style=' margin-top:20px; margin-bottom:20px;'  class='hr hr-custom hr-center hr-icon-no   '><span class='hr-inner   inner-border-av-border-thin' style=' width:100%; border-color:#00a0e9;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<article class=\"iconbox iconbox_left     \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue855' data-av_iconfont='entypo-fontello'  style='color:#0069b2; ' ><\/div><h3 class='iconbox_content_title '  itemprop=\"headline\"  >Core Technologies<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p>This project proposes a learning from demonstration (LfD) system that allows robots to be not only taught by human via demonstration but also adjusted by themselves. Moreover, a multimodal perception approach is provided so that the robotic arm can perform flexible automation without complicated coding by professionals. In addition, an edge AI chip is implemented to increase the overall performances and flexibility, expanding the potential of the system to be incorporated with other applications. In the future, we will not only focus on vision-based tasks but also consider other scenarios where voice is required to be learned in the LfD system.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><br \/>\n<div class='avia-button-wrap avia-button-right  '><a href='https:\/\/pairlabs.ai\/en\/portfolio-item\/professor-wei-yen-wang-c-en\/'  class='avia-button av-icon-on-hover  avia-icon_select-yes-right-icon avia-color-theme-color avia-size-medium avia-position-right '   ><span class='avia_iconbox_title' >MORE<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue803' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_4' class='main_color av_default_container_wrap container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_5' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll    container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_one_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle first   \" style='background: #bbe8e1; padding:30px; background-color:#bbe8e1; border-radius:0px; '><div class='avia-image-container  av-styling-     avia-align-center '  itemprop=\"ImageObject\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img class='avia_image' src='https:\/\/pairlabs.ai\/wp-content\/uploads\/2020\/06\/photo-19.jpg' alt='' title='photo' height=\"360\" width=\"360\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle    \" style='background: #e5e5e5; padding:30px; background-color:#e5e5e5; border-radius:0px; '><p><div style='padding-bottom:10px; ' class='av-special-heading av-special-heading-h3  blockquote modern-quote   '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Professor Chen-Chien Hsu<\/h3><div class ='av-subheading av-subheading_below  ' style='font-size:15px;'><p>NTNU<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div style=' margin-top:20px; margin-bottom:20px;'  class='hr hr-custom hr-center hr-icon-no   '><span class='hr-inner   inner-border-av-border-thin' style=' width:100%; border-color:#00a0e9;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<article class=\"iconbox iconbox_left     \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue855' data-av_iconfont='entypo-fontello'  style='color:#0069b2; ' ><\/div><h3 class='iconbox_content_title '  itemprop=\"headline\"  >Core Technologies<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p>In this project, techniques including action recognition, object recognition and grasping strategies are developed using visual sensors based on deep learning approaches. Integrated with the hardware implemented visual simultaneous localization and mapping, a mobile learning from demonstration (LfD) robot system is designed and constructed, capable of reproducing behavior demonstrated by humans to achieve low volume automation.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><br \/>\n<div class='avia-button-wrap avia-button-right  '><a href='https:\/\/pairlabs.ai\/en\/portfolio-item\/principal-investigator-prof-chen-chien-hsu-c-en\/'  class='avia-button av-icon-on-hover  avia-icon_select-yes-right-icon avia-color-theme-color avia-size-medium avia-position-right '   ><span class='avia_iconbox_title' >MORE<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue803' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_5' class='main_color av_default_container_wrap container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_6' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll    container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_one_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle first   \" style='background: #bbe8e1; padding:30px; background-color:#bbe8e1; border-radius:0px; '><div class='avia-image-container  av-styling-     avia-align-center '  itemprop=\"ImageObject\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img class='avia_image' src='https:\/\/pairlabs.ai\/wp-content\/uploads\/2020\/06\/photo-18.jpg' alt='' title='photo' height=\"360\" width=\"360\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle    \" style='background: #e5e5e5; padding:30px; background-color:#e5e5e5; border-radius:0px; '><p><div style='padding-bottom:10px; ' class='av-special-heading av-special-heading-h3  blockquote modern-quote   '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Professor Jiun-In Guo<\/h3><div class ='av-subheading av-subheading_below  ' style='font-size:15px;'><p>NCTU<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div style=' margin-top:20px; margin-bottom:20px;'  class='hr hr-custom hr-center hr-icon-no   '><span class='hr-inner   inner-border-av-border-thin' style=' width:100%; border-color:#00a0e9;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<article class=\"iconbox iconbox_left     \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue855' data-av_iconfont='entypo-fontello'  style='color:#0069b2; ' ><\/div><h3 class='iconbox_content_title '  itemprop=\"headline\"  >Core Technologies<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p>This project goes on developing embedded AI deep learning technology focus on the ADAS\/Self-driving applications. We develop the technology from five aspects, including automatic object labeling tool and labeled datasets, deep learning software and hardware technology development, various ADAS\/Self-driving object detection and behavior predition technology, self-driving control technology as well as virtual simulation environment establishment for ADAS\/Self-driving applications.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><br \/>\n<div class='avia-button-wrap avia-button-right  '><a href='https:\/\/pairlabs.ai\/en\/portfolio-item\/professor-jiun-in-guo-c-en\/'  class='avia-button av-icon-on-hover  avia-icon_select-yes-right-icon avia-color-theme-color avia-size-medium avia-position-right '   ><span class='avia_iconbox_title' >MORE<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue803' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_6' class='main_color av_default_container_wrap container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_7' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll    container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_one_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle first   \" style='background: #bbe8e1; padding:30px; background-color:#bbe8e1; border-radius:0px; '><div class='avia-image-container  av-styling-     avia-align-center '  itemprop=\"ImageObject\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img class='avia_image' src='https:\/\/pairlabs.ai\/wp-content\/uploads\/2020\/04\/web-\u7e2e\u5716-\u8303\u570b\u6e05.jpg' alt='' title='' height=\"360\" width=\"360\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle    \" style='background: #e5e5e5; padding:30px; background-color:#e5e5e5; border-radius:0px; '><p><div style='padding-bottom:10px; ' class='av-special-heading av-special-heading-h3  blockquote modern-quote   '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Professor Kuo-Chin Fan<\/h3><div class ='av-subheading av-subheading_below  ' style='font-size:15px;'><p>NCU<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div style=' margin-top:20px; margin-bottom:20px;'  class='hr hr-custom hr-center hr-icon-no   '><span class='hr-inner   inner-border-av-border-thin' style=' width:100%; border-color:#00a0e9;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<article class=\"iconbox iconbox_left     \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue855' data-av_iconfont='entypo-fontello'  style='color:#0069b2; ' ><\/div><h3 class='iconbox_content_title '  itemprop=\"headline\"  >Core Technologies<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p>Based on deep learning technology and applying image analysis as the core, a variety of simple and interesting contactless human-computer interaction interfaces are constructed, including gestures, virtual keyboards, and handwriting text input in the air. These technologies provide users with a brand-new contactless interactive experience in many fixed-camera and mobile scenarios. We also implement value-added services and recommendation services regarding location information, so that users can effectively obtain their desired content, like well-classified photos of one specific site or the following journey recommendation.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><br \/>\n<div class='avia-button-wrap avia-button-right  '><a href='https:\/\/pairlabs.ai\/en\/portfolio-item\/professor-kuo-chin-fan-c-en\/'  class='avia-button av-icon-on-hover  avia-icon_select-yes-right-icon avia-color-theme-color avia-size-medium avia-position-right '   ><span class='avia_iconbox_title' >MORE<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue803' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_7' class='main_color av_default_container_wrap container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_8' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll    container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_one_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle first   \" style='background: #bbe8e1; padding:30px; background-color:#bbe8e1; border-radius:0px; '><div class='avia-image-container  av-styling-     avia-align-center '  itemprop=\"ImageObject\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img class='avia_image' src='https:\/\/pairlabs.ai\/wp-content\/uploads\/2020\/06\/web\u7e2e\u5716-\u4e3b\u4efb.png' alt='' title='web\u7e2e\u5716-\u4e3b\u4efb' height=\"360\" width=\"360\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle    \" style='background: #e5e5e5; padding:30px; background-color:#e5e5e5; border-radius:0px; '><p><div style='padding-bottom:10px; ' class='av-special-heading av-special-heading-h3  blockquote modern-quote   '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Professor Yu-Chee Tseng<\/h3><div class ='av-subheading av-subheading_below  ' style='font-size:15px;'><p>NCTU<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div style=' margin-top:20px; margin-bottom:20px;'  class='hr hr-custom hr-center hr-icon-no   '><span class='hr-inner   inner-border-av-border-thin' style=' width:100%; border-color:#00a0e9;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<article class=\"iconbox iconbox_left     \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue855' data-av_iconfont='entypo-fontello'  style='color:#0069b2; ' ><\/div><h3 class='iconbox_content_title '  itemprop=\"headline\"  >Core Technologies<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p>We focus on the development of AI and multi-sensory data fusion technology. Based on the developed approaches, we can improve machine (i.e., robot) perception in a smart environment and increase the intelligence of robots. The core research topic here is how to utilize artificial intelligence to carry out a wide range of sensory data analysis, and then extract high-level information to enhance the efficiency of work as well as provide advanced services for human.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><br \/>\n<div class='avia-button-wrap avia-button-right  '><a href='https:\/\/pairlabs.ai\/en\/portfolio-item\/professor-yu-chee-tseng-c-en\/'  class='avia-button av-icon-on-hover  avia-icon_select-yes-right-icon avia-color-theme-color avia-size-medium avia-position-right '   ><span class='avia_iconbox_title' >MORE<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue803' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_8' class='main_color av_default_container_wrap container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'><\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_9' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll    container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_one_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle first   \" style='background: #bbe8e1; padding:30px; background-color:#bbe8e1; border-radius:0px; '><div class='avia-image-container  av-styling-     avia-align-center '  itemprop=\"ImageObject\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img class='avia_image' src='https:\/\/pairlabs.ai\/wp-content\/uploads\/2020\/06\/photo-57.jpg' alt='' title='photo' height=\"300\" width=\"300\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle    \" style='background: #e5e5e5; padding:30px; background-color:#e5e5e5; border-radius:0px; '><p><div style='padding-bottom:10px; ' class='av-special-heading av-special-heading-h3  blockquote modern-quote   '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Professor Cheng-Wei Wu<\/h3><div class ='av-subheading av-subheading_below  ' style='font-size:15px;'><p>NIU<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div style=' margin-top:20px; margin-bottom:20px;'  class='hr hr-custom hr-center hr-icon-no   '><span class='hr-inner   inner-border-av-border-thin' style=' width:100%; border-color:#00a0e9;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<article class=\"iconbox iconbox_left     \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue855' data-av_iconfont='entypo-fontello'  style='color:#0069b2; ' ><\/div><h3 class='iconbox_content_title '  itemprop=\"headline\"  >Core Technologies<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p>Using LINE Bot technology to develop an intelligent customer service system. The system support functions include:<br \/>\n1. Natural Language Processing transfer to SQL technology<br \/>\n2. Multi-round dialogue<br \/>\n3. User profiling<br \/>\n4. Intelligence search engine<br \/>\n5. Consumer behaviour pattern mining<br \/>\n6. Context-aware recommendation<br \/>\nCommercial IoT system information can also be integrated, so that businesses can collect more complete customer information, conduct deeper analysis (such as creating user profiling), and perform more flexible.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><br \/>\n<div class='avia-button-wrap avia-button-right  '><a href='https:\/\/pairlabs.ai\/en\/portfolio-item\/professor-cheng-wei-wu-c-en\/'  class='avia-button av-icon-on-hover  avia-icon_select-yes-right-icon avia-color-theme-color avia-size-medium avia-position-right '   ><span class='avia_iconbox_title' >MORE<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue803' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_9' class='main_color av_default_container_wrap container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'><\/p>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_10' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll    container_wrap sidebar_right' style=' '   style=' ' ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-4302'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_one_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle first   \" style='background: #bbe8e1; padding:30px; background-color:#bbe8e1; border-radius:0px; '><div class='avia-image-container  av-styling-     avia-align-center '  itemprop=\"ImageObject\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\"  ><div class='avia-image-container-inner'><div class='avia-image-overlay-wrap'><img class='avia_image' src='https:\/\/pairlabs.ai\/wp-content\/uploads\/2020\/04\/\u4e2d\u592e\u65bd\u570b\u741b\u5143\u667a\u6797\u667a\u63da.jpg' alt='' title='' height=\"360\" width=\"360\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><div class='flex_column_table av-equal-height-column-flextable -flextable' ><div class=\"flex_column av_two_third  no_margin flex_column_table_cell av-equal-height-column av-align-middle    \" style='background: #e5e5e5; padding:30px; background-color:#e5e5e5; border-radius:0px; '><p><div style='padding-bottom:10px; ' class='av-special-heading av-special-heading-h3  blockquote modern-quote   '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Professor Guo-Chen Shih <span class='special_amp'>&amp;<\/span> YZU <span class='special_amp'>&amp;<\/span> Professor Chih-Yang Lin<\/h3><div class ='av-subheading av-subheading_below  ' style='font-size:15px;'><p>NCU<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div><br \/>\n<div style=' margin-top:20px; margin-bottom:20px;'  class='hr hr-custom hr-center hr-icon-no   '><span class='hr-inner   inner-border-av-border-thin' style=' width:100%; border-color:#00a0e9;' ><span class='hr-inner-style'><\/span><\/span><\/div><br \/>\n<article class=\"iconbox iconbox_left     \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue855' data-av_iconfont='entypo-fontello'  style='color:#0069b2; ' ><\/div><h3 class='iconbox_content_title '  itemprop=\"headline\"  >Core Technologies<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p>1. Object tracking: We develop our own object tracking technique for complicated environments.<br \/>\n2. Few shot learning: Using a few training data to train the model and getting similar resutls compared to large amount of training dataset.<br \/>\n3. Object recognition: We develop our own technique to enhence object recognition<br \/>\n4. Life long and incremental learning: develop self-expaning network to incrementally learn new classes.<br \/>\n5. Training data collection tool: automatically collect training dataset to speed up training process<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><br \/>\n<div class='avia-button-wrap avia-button-right  '><a href='https:\/\/pairlabs.ai\/en\/portfolio-item\/professor-guo-chen-shih-yzu-professor-chih-yang-lin-c-en\/'  class='avia-button av-icon-on-hover  avia-icon_select-yes-right-icon avia-color-theme-color avia-size-medium avia-position-right '   ><span class='avia_iconbox_title' >MORE<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue803' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div><\/p><\/div><\/div><!--close column table wrapper. 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