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Fahad Shahbaz Khan
Researcher at Zayed University
Publications - Â 9
Citations - Â 429
Fahad Shahbaz Khan is an academic researcher from Zayed University. The author has contributed to research in topics: Image restoration & Real image. The author has an hindex of 6, co-authored 9 publications receiving 242 citations. Previous affiliations of Fahad Shahbaz Khan include Hong Kong Polytechnic University & Seoul National University.
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Proceedings ArticleDOI
NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results
Jianrui Cai,Shuhang Gu,Radu Timofte,Lei Zhang,Xiao Liu,Ding Yukang,Dongliang He,Chao Li,Yi Fu,Shilei Wen,Ruicheng Feng,Jinjin Gu,Yu Qiao,Chao Dong,Dongwon Park,Se Young Chun,Sanghoon Yoon,Junhyung Kwak,Donghee Son,Syed Waqas Zamir,Aditya Arora,Salman H. Khan,Fahad Shahbaz Khan,Ling Shao,Zhengping Wei,Lei Liu,Hong Cai,Darui Li,Fujie Gao,Zheng Hui,Xiumei Wang,Xinbo Gao,Guoan Cheng,Ai Matsune,Qiuyu Li,Leilei Zhu,Huaijuan Zang,Shu Zhan,Yajun Qiu,Ruxin wang,Jiawei Li,Yongcheng Jing,Mingli Song,Pengju Liu,Kai Zhang,Jingdong Liu,Jiye Liu,Hongzhi Zhang,Wangmeng Zuo,Wenyi Tang,Jing Liu,Youngjung Kim,Changyeop Shin,Minbeom Kim,Sungho Kim,Pablo Navarrete Michelini,Hanwen Liu,Dan Zhu,Xuan Xu,Xin Li,Furui Bai,Xiaopeng Sun,Lin Zha,Yuanfei Huang,Wen Lu,Yanpeng Cao,Du Chen,Zewei He,Sun Anshun,Siliang Tang,Fan Hongfei,Xiang Li,Li Guo,Zhang Wenjie,Zhang Yumei,Qingwen He,Jinghui Qin,Lishan Huang,Yukai Shi,Pengxu Wei,Wushao Wen,Liang Lin,Jun Yu,Guochen Xie,Mengyan Li,Rong Chen,Xiaotong Luo,Chen Hong,Yanyun Qu,Cuihua Li,Zhi-Song Liu,Li-Wen Wang,Chu-Tak Li,Can Zhao,Bowen Li,Chung-Chi Tsai,Shang-Chih Chuang,Joon-Hee Choi,Joon-Soo Kim,Xiaoyun Jiang,Ze Pan,Qunbo Lv,Zheng Tan,Peidong He +103 more
TL;DR: The 3rd NTIRE challenge on single-image super-resolution (restoration of rich details in a low-resolution image) is reviewed with a focus on proposed solutions and results and the state-of-the-art in real-world single image super- resolution.
Proceedings ArticleDOI
NTIRE 2019 Challenge on Real Image Denoising: Methods and Results
Abdelrahman Abdelhamed,Radu Timofte,Michael S. Brown,Songhyun Yu,Bumjun Park,Jechang Jeong,Seung-Won Jung,Dong-Wook Kim,Jae-Ryun Chung,Jiaming Liu,Yuzhi Wang,Chi-Hao Wu,Qin Xu,Chuan Wang,Shaofan Cai,Yifan Ding,Haoqiang Fan,Jue Wang,Kai Zhang,Wangmeng Zuo,Magauiya Zhussip,Dongwon Park,Shakarim Soltanayev,Se Young Chun,Zhiwei Xiong,Chang Chen,Muhammad Haris,Kazutoshi Akita,Tomoki Yoshida,Greg Shakhnarovich,Norimichi Ukita,Syed Waqas Zamir,Aditya Arora,Salman Khan,Fahad Shahbaz Khan,Ling Shao,Sung-Jea Ko,Dong-Pan Lim,Seung-Wook Kim,Seo-Won Ji,Sang-Won Lee,Wenyi Tang,Yuchen Fan,Yuqian Zhou,Ding Liu,Thomas S. Huang,Deyu Meng,Lei Zhang,Hongwei Yong,Yiyun Zhao,Pengliang Tang,Yue Lu,Raimondo Schettini,Simone Bianco,Simone Zini,Chi Li,Yang Wang,Zhiguo Cao +57 more
TL;DR: The proposed methods by the 15 teams represent the current state-of-the-art performance in image denoising targeting real noisy images.
Proceedings ArticleDOI
NTIRE 2021 Challenge on Image Deblurring
Seungjun Nah,Sanghyun Son,Suyoung Lee,Radu Timofte,Kyoung Mu Lee,Liangyu Chen,Jie Zhang,Xin Lu,Xiaojie Chu,Chengpeng Chen,Zhiwei Xiong,Ruikang Xu,Zeyu Xiao,Jie Huang,Yueyi Zhang,Si Xi,Jia Wei,Haoran Bai,Songsheng Cheng,Hao Wei,Long Sun,Jinhui Tang,Jinshan Pan,Donghyeon Lee,Chulhee Lee,Taesung Kim,Xiaobing Wang,Dafeng Zhang,Zhihong Pan,Tianwei Lin,Wenhao Wu,Dongliang He,Baopu Li,Boyun Li,Teng Xi,Gang Zhang,Jingtuo Liu,Junyu Han,Errui Ding,Guangpin Tao,Wenqing Chu,Yun Cao,Donghao Luo,Ying Tai,Tong Lu,Chengjie Wang,Jilin Li,Feiyue Huang,Hanting Chen,Shuaijun Chen,Tianyu Guo,Yunhe Wang,Syed Waqas Zamir,Aditya Arora,Salman Khan,Munawar Hayat,Fahad Shahbaz Khan,Ling Shao,Yushen Zuo,Yimin Ou,Yuanjun Chai,Lei Shi,Shuai Liu,Lei Lei,Chaoyu Feng,Kai Zeng,Yuying Yao,Xinran Liu,Zhizhou Zhang,Huacheng Huang,Yunchen Zhang,Mingchao Jiang,Wenbin Zou,Si Miao,Yangwoo Kim,Yuejin Sun,Senyou Deng,Wenqi Ren,Xiaochun Cao,Tao Wang,Maitreya Suin,A.N. Rajagopalan,Vinh Van Duong,Thuc Huu Nguyen,Jonghoon Yim,Byeungwoo Jeon,Ru Li,Junwei Xie,Jong-Wook Han,Jun-Ho Choi,Jun-Hyuk Kim,Jong-Seok Lee,Jiaxin Zhang,Fan Peng,David Svitov,Dmitry Pakulich,Jaeyeob Kim,Jechang Jeong +97 more
TL;DR: The NTIRE 2021 Challenge on Image Deblurring as mentioned in this paper focused on image deblurring, where both the tracks aim to recover a high-quality clean image from a blurry image, different artifacts are jointly involved.
Proceedings ArticleDOI
NTIRE 2019 Challenge on Image Enhancement: Methods and Results
Andrey Ignatov,Radu Timofte,Xiaochao Qu,Xingguang Zhou,Ting Liu,Pengfei Wan,Syed Waqas Zamir,Aditya Arora,Salman Khan,Fahad Shahbaz Khan,Ling Shao,Dongwon Park,Se Young Chun,Pablo Navarrete Michelini,Hanwen Liu,Dan Zhu,Zhiwei Zhong,Xianming Liu,Junjun Jiang,Debin Zhao,Muhammad Haris,Kazutoshi Akita,Tomoki Yoshida,Greg Shakhnarovich,Norimichi Ukita,Jie Liu,Cheolkon Jung,Raimondo Schettini,Simone Bianco,Claudio Cusano,Flavio Piccoli,Pengju Liu,Kai Zhang,Jingdong Liu,Jiye Liu,Hongzhi Zhang,Wangmeng Zuo,Nelson Chong Ngee Bow,Lai-Kuan Wong,John See,Jinghui Qin,Lishan Huang,Yukai Shi,Pengxu Wei,Wushao Wen,Liang Lin,Zheng Hui,Xiumei Wang,Xinbo Gao,Kanti Kumari,Vikas Kumar Anand,Mahendra Khened,Ganapathy Krishnamurthi +52 more
TL;DR: The first NTIRE challenge on perceptual image enhancement as discussed by the authors focused on proposed solutions and results of real-world photo enhancement problem, where the goal was to map low-quality photos from the iPhone 3GS device to the same photos captured with Canon 70D DSLR camera.
Proceedings ArticleDOI
NTIRE 2019 Challenge on Video Deblurring: Methods and Results
Seungjun Nah,Radu Timofte,Sungyong Baik,Seokil Hong,Gyeongsik Moon,Sanghyun Son,Kyoung Mu Lee,Wang Xintao,Kelvin C.K. Chan,Ke Yu,Chao Dong,Chen Change Loy,Yuchen Fan,Jiahui Yu,Ding Liu,Thomas S. Huang,Hyeonjun Sim,Munchurl Kim,Dong-won Park,Ji Soo Kim,Se Young Chun,Muhammad Haris,Greg Shakhnarovich,Norimichi Ukita,Syed Waqas Zamir,Aditya Arora,Salman Khan,Fahad Shahbaz Khan,Ling Shao,Rahul Kumar Gupta,Vishal Chudasama,Heena Patel,Kishor Upla,Fan Hongfei,Li Guo,Zhang Yumei,Xiang Li,Zhang Wenjie,Qingwen He,Kuldeep Purohit,A.N. Rajagopalan,Jeonghun Kim,Mohammad Tofighi,Tiantong Guo,Vishal Monga +44 more
TL;DR: This paper reviews the first NTIRE challenge on video deblurring (restoration of rich details and high frequency components from blurred video frames) with focus on the proposed solutions and results.