{"id":32474,"date":"2021-09-25T17:00:55","date_gmt":"2021-09-25T09:00:55","guid":{"rendered":"https:\/\/www.hkmu.edu.hk\/st\/student-awarded-champion-in-ieee-hk-computational-intelligence-chapter-18th-pg-paper-competition\/"},"modified":"2023-03-28T17:25:34","modified_gmt":"2023-03-28T09:25:34","slug":"student-awarded-champion-in-ieee-hk-computational-intelligence-chapter-18th-pg-paper-competition","status":"publish","type":"post","link":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/achievements-tc\/student-awarded-champion-in-ieee-hk-computational-intelligence-chapter-18th-pg-paper-competition\/","title":{"rendered":"Student awarded champion in IEEE (HK) Computational Intelligence Chapter 18th PG Paper Competition"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"32474\" class=\"elementor elementor-32474 elementor-23528\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"has_eae_slider wavo-column-gap-default elementor-section elementor-top-section elementor-element elementor-element-53f2a00 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"53f2a00\" data-element_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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d087ebe\" data-id=\"d087ebe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2b72d48 elementor-widget elementor-widget-text-editor\" data-id=\"2b72d48\" data-element_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<h6 id=\"heading-1-1\" data-magellan-target=\"heading-1-1\">Student awarded champion in IEEE (HK) Computational Intelligence Chapter 18th PG Paper Competition<\/h6><p><i class=\"italic\">Sept 2021<\/i><\/p><p>Congratulations to Dingkun Zhu, a PhD student in computer science and engineering. His paper titled &#8220;HDRD-Net: High-resolution Detail-recovering Image Deraining Network&#8221; has gained recognitions of HK IEEE Computational Intelligence Chapter. His effort made him an awardee of champion in the 18th Postgraduate Paper Competition.<\/p><p>The abstract of his paper:<\/p><p>Image deraining aims to restore the clean scenes of rainy images, which facilitates a number of smart outdoor vision systems, such as autonomous driving, unmanned aerial vehicles and surveillance systems.<br \/>This paper proposes a high-resolution detail-recovering image deraining network (HDRD-Net) to effectively remove rain streaks and recover lost details, as well as enhancing the quality of derained images. HDRD-Net consists of three sub-networks. First, we combine the residual network and Squeeze-and-Excitation block to remove rain streaks from rainy images. Second, we integrate the Structure Detail Context Aggregation block into the detail-recovering network to extract detail features from rainy images. Third, a dual super-resolution reconstruction network is utilized to improve the quality of derained images. In addition, we extend the Rain100 dataset by incorporating low-resolution rainy images to construct a new Rain100++ dataset for high-resolution image deraining. Experimental results on several datasets show that our HDRD-Net outperforms both traditional and learning-based methods in terms of rain removal, detail preservation and image quality.<\/p><p><a href=\"https:\/\/www.comp.hkbu.edu.hk\/~hknnc\/?p=a&amp;c=20210924_FYP\">Reference link<\/a><\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Student awarded champion in IEEE (HK) Computational Intelligence Chapter 18th PG Paper Competition Sept 2021 Congratulations to Dingkun Zhu, a PhD student in computer science and engineering. His paper titled \"HDRD-Net: High-resolution Detail-recovering Image Deraining Network\" has gained recognitions of HK IEEE Computational Intelligence Chapter. His effort made him an awardee of champion in the...<\/p>\n","protected":false},"author":137,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"page.php","format":"standard","meta":{"_expiration-date-status":"","_expiration-date":0,"_expiration-date-type":"","_expiration-date-categories":[],"_expiration-date-options":[]},"categories":[144],"tags":[143,145],"_links":{"self":[{"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/posts\/32474"}],"collection":[{"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/users\/137"}],"replies":[{"embeddable":true,"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/comments?post=32474"}],"version-history":[{"count":1,"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/posts\/32474\/revisions"}],"predecessor-version":[{"id":32475,"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/posts\/32474\/revisions\/32475"}],"wp:attachment":[{"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/media?parent=32474"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/categories?post=32474"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www-uat.hkmu.edu.hk\/st\/tc\/wp-json\/wp\/v2\/tags?post=32474"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}