{"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.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
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Student awarded champion in IEEE (HK) Computational Intelligence Chapter 18th PG Paper Competition<\/h6>

Sept 2021<\/i><\/p>

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 18th Postgraduate Paper Competition.<\/p>

The abstract of his paper:<\/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.
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>

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":"

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],"yoast_head":"\nStudent awarded champion in IEEE (HK) Computational Intelligence Chapter 18th PG Paper Competition - School of Science and Technology - Hong Kong Metropolitan University<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hkmu.edu.hk\/st\/tc\/achievements-tc\/student-awarded-champion-in-ieee-hk-computational-intelligence-chapter-18th-pg-paper-competition\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Student awarded champion in IEEE (HK) Computational Intelligence Chapter 18th PG Paper Competition\" \/>\n<meta property=\"og:description\" content=\"Student awarded champion in IEEE (HK) Computational Intelligence Chapter 18th PG Paper Competition Sept 2021 Congratulations to Dingkun Zhu, a PhD student\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.hkmu.edu.hk\/st\/tc\/achievements-tc\/student-awarded-champion-in-ieee-hk-computational-intelligence-chapter-18th-pg-paper-competition\/\" \/>\n<meta property=\"og:site_name\" content=\"School of Science and Technology - 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