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200 papers
This paper provides a review of the NTIRE 2025 challenge on real-world face restoration, highlighting the proposed solutions and the resulting outcomes. The challenge focuses on generating natural, realistic outputs while maintaining…
Computer Vision and Pattern Recognition · Computer Science
2025-04-22
Zheng Chen , Jingkai Wang , Kai Liu , Jue Gong , Lei Sun , Zongwei Wu , Radu Timofte , Yulun Zhang , Jianxing Zhang , Jinlong Wu , Jun Wang , Zheng Xie , Hakjae Jeon , Suejin Han , Hyung-Ju Chun , Hyunhee Park , Zhicun Yin , Junjie Chen , Ming Liu , Xiaoming Li , Chao Zhou , Wangmeng Zuo , Weixia Zhang , Dingquan Li , Kede Ma , Yun Zhang , Zhuofan Zheng , Yuyue Liu , Shizhen Tang , Zihao Zhang , Yi Ning , Hao Jiang , Wenjie An , Kangmeng Yu , Chenyang Wang , Kui Jiang , Xianming Liu , Junjun Jiang , Yingfu Zhang , Gang He , Siqi Wang , Kepeng Xu , Zhenyang Liu , Changxin Zhou , Shanlan Shen , Yubo Duan , Yiang Chen , Jin Guo , Mengru Yang , Jen-Wei Lee , Chia-Ming Lee , Chih-Chung Hsu , Hu Peng , Chunming He
This paper reviews the NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images. This challenge received a wide range of impressive solutions, which are developed and evaluated using our collected real-world Raindrop…
Computer Vision and Pattern Recognition · Computer Science
2025-04-22
Xin Li , Yeying Jin , Xin Jin , Zongwei Wu , Bingchen Li , Yufei Wang , Wenhan Yang , Yu Li , Zhibo Chen , Bihan Wen , Robby T. Tan , Radu Timofte , Qiyu Rong , Hongyuan Jing , Mengmeng Zhang , Jinglong Li , Xiangyu Lu , Yi Ren , Yuting Liu , Meng Zhang , Xiang Chen , Qiyuan Guan , Jiangxin Dong , Jinshan Pan , Conglin Gou , Qirui Yang , Fangpu Zhang , Yunlong Lin , Sixiang Chen , Guoxi Huang , Ruirui Lin , Yan Zhang , Jingyu Yang , Huanjing Yue , Jiyuan Chen , Qiaosi Yi , Hongjun Wang , Chenxi Xie , Shuai Li , Yuhui Wu , Kaiyi Ma , Jiakui Hu , Juncheng Li , Liwen Pan , Guangwei Gao , Wenjie Li , Zhenyu Jin , Heng Guo , Zhanyu Ma , Yubo Wang , Jinghua Wang , Wangzhi Xing , Anjusree Karnavar , Diqi Chen , Mohammad Aminul Islam , Hao Yang , Ruikun Zhang , Liyuan Pan , Qianhao Luo , XinCao , Han Zhou , Yan Min , Wei Dong , Jun Chen , Taoyi Wu , Weijia Dou , Yu Wang , Shengjie Zhao , Yongcheng Huang , Xingyu Han , Anyan Huang , Hongtao Wu , Hong Wang , Yefeng Zheng , Abhijeet Kumar , Aman Kumar , Marcos V. Conde , Paula Garrido , Daniel Feijoo , Juan C. Benito , Guanglu Dong , Xin Lin , Siyuan Liu , Tianheng Zheng , Jiayu Zhong , Shouyi Wang , Xiangtai Li , Lanqing Guo , Lu Qi , Chao Ren , Shuaibo Wang , Shilong Zhang , Wanyu Zhou , Yunze Wu , Qinzhong Tan , Jieyuan Pei , Zhuoxuan Li , Jiayu Wang , Haoyu Bian , Haoran Sun , Subhajit Paul , Ni Tang , Junhao Huang , Zihan Cheng , Hongyun Zhu , Yuehan Wu , Kaixin Deng , Hang Ouyang , Tianxin Xiao , Fan Yang , Zhizun Luo , Zeyu Xiao , Zhuoyuan Li , Nguyen Pham Hoang Le , An Dinh Thien , Son T. Luu , Kiet Van Nguyen , Ronghua Xu , Xianmin Tian , Weijian Zhou , Jiacheng Zhang , Yuqian Chen , Yihang Duan , Yujie Wu , Suresh Raikwar , Arsh Garg , Kritika , Jianhua Zheng , Xiaoshan Ma , Ruolin Zhao , Yongyu Yang , Yongsheng Liang , Guiming Huang , Qiang Li , Hongbin Zhang , Xiangyu Zheng , A. N. Rajagopalan
This paper presents a comprehensive review of the NTIRE 2025 Low-Light Image Enhancement (LLIE) Challenge, highlighting the proposed solutions and final outcomes. The objective of the challenge is to identify effective networks capable of…
Computer Vision and Pattern Recognition · Computer Science
2025-10-16
Xiaoning Liu , Zongwei Wu , Florin-Alexandru Vasluianu , Hailong Yan , Bin Ren , Yulun Zhang , Shuhang Gu , Le Zhang , Ce Zhu , Radu Timofte , Kangbiao Shi , Yixu Feng , Tao Hu , Yu Cao , Peng Wu , Yijin Liang , Yanning Zhang , Qingsen Yan , Han Zhou , Wei Dong , Yan Min , Mohab Kishawy , Jun Chen , Pengpeng Yu , Anjin Park , Seung-Soo Lee , Young-Joon Park , Zixiao Hu , Junyv Liu , Huilin Zhang , Jun Zhang , Fei Wan , Bingxin Xu , Hongzhe Liu , Cheng Xu , Weiguo Pan , Songyin Dai , Xunpeng Yi , Qinglong Yan , Yibing Zhang , Jiayi Ma , Changhui Hu , Kerui Hu , Donghang Jing , Tiesheng Chen , Zhi Jin , Hongjun Wu , Biao Huang , Haitao Ling , Jiahao Wu , Dandan Zhan , G Gyaneshwar Rao , Vijayalaxmi Ashok Aralikatti , Nikhil Akalwadi , Ramesh Ashok Tabib , Uma Mudenagudi , Ruirui Lin , Guoxi Huang , Nantheera Anantrasirichai , Qirui Yang , Alexandru Brateanu , Ciprian Orhei , Cosmin Ancuti , Daniel Feijoo , Juan C. Benito , Álvaro García , Marcos V. Conde , Yang Qin , Raul Balmez , Anas M. Ali , Bilel Benjdira , Wadii Boulila , Tianyi Mao , Huan Zheng , Yanyan Wei , Shengeng Tang , Dan Guo , Zhao Zhang , Sabari Nathan , K Uma , A Sasithradevi , B Sathya Bama , S. Mohamed Mansoor Roomi , Ao Li , Xiangtao Zhang , Zhe Liu , Yijie Tang , Jialong Tang , Zhicheng Fu , Gong Chen , Joe Nasti , John Nicholson , Zeyu Xiao , Zhuoyuan Li , Ashutosh Kulkarni , Prashant W. Patil , Santosh Kumar Vipparthi , Subrahmanyam Murala , Duan Liu , Weile Li , Hangyuan Lu , Rixian Liu , Tengfeng Wang , Jinxing Liang , Chenxin Yu
This paper presents an overview of the NTIRE 2025 Image Denoising Challenge ({\sigma} = 50), highlighting the proposed methodologies and corresponding results. The primary objective is to develop a network architecture capable of achieving…
Computer Vision and Pattern Recognition · Computer Science
2025-04-17
Lei Sun , Hang Guo , Bin Ren , Luc Van Gool , Radu Timofte , Yawei Li , Xiangyu Kong , Hyunhee Park , Xiaoxuan Yu , Suejin Han , Hakjae Jeon , Jia Li , Hyung-Ju Chun , Donghun Ryou , Inju Ha , Bohyung Han , Jingyu Ma , Zhijuan Huang , Huiyuan Fu , Hongyuan Yu , Boqi Zhang , Jiawei Shi , Heng Zhang , Huadong Ma , Deepak Kumar Tyagi , Aman Kukretti , Gajender Sharma , Sriharsha Koundinya , Asim Manna , Jun Cheng , Shan Tan , Jun Liu , Jiangwei Hao , Jianping Luo , Jie Lu , Satya Narayan Tazi , Arnim Gautam , Aditi Pawar , Aishwarya Joshi , Akshay Dudhane , Praful Hambadre , Sachin Chaudhary , Santosh Kumar Vipparthi , Subrahmanyam Murala , Jiachen Tu , Nikhil Akalwadi , Vijayalaxmi Ashok Aralikatti , Dheeraj Damodar Hegde , G Gyaneshwar Rao , Jatin Kalal , Chaitra Desai , Ramesh Ashok Tabib , Uma Mudenagudi , Zhenyuan Lin , Yubo Dong , Weikun Li , Anqi Li , Ang Gao , Weijun Yuan , Zhan Li , Ruting Deng , Yihang Chen , Yifan Deng , Zhanglu Chen , Boyang Yao , Shuling Zheng , Feng Zhang , Zhiheng Fu , Anas M. Ali , Bilel Benjdira , Wadii Boulila , Jan Seny , Pei Zhou , Jianhua Hu , K. L. Eddie Law , Jaeho Lee , M. J. Aashik Rasool , Abdur Rehman , SMA Sharif , Seongwan Kim , Alexandru Brateanu , Raul Balmez , Ciprian Orhei , Cosmin Ancuti , Zeyu Xiao , Zhuoyuan Li , Ziqi Wang , Yanyan Wei , Fei Wang , Kun Li , Shengeng Tang , Yunkai Zhang , Weirun Zhou , Haoxuan Lu
This paper reports on the NTIRE 2025 challenge on HR Depth From images of Specular and Transparent surfaces, held in conjunction with the New Trends in Image Restoration and Enhancement (NTIRE) workshop at CVPR 2025. This challenge aims to…
Computer Vision and Pattern Recognition · Computer Science
2025-06-09
Pierluigi Zama Ramirez , Fabio Tosi , Luigi Di Stefano , Radu Timofte , Alex Costanzino , Matteo Poggi , Samuele Salti , Stefano Mattoccia , Zhe Zhang , Yang Yang , Wu Chen , Anlong Ming , Mingshuai Zhao , Mengying Yu , Shida Gao , Xiangfeng Wang , Feng Xue , Jun Shi , Yong Yang , Yong A , Yixiang Jin , Dingzhe Li , Aryan Shukla , Liam Frija-Altarac , Matthew Toews , Hui Geng , Tianjiao Wan , Zijian Gao , Qisheng Xu , Kele Xu , Zijian Zang , Jameer Babu Pinjari , Kuldeep Purohit , Mykola Lavreniuk , Jing Cao , Shenyi Li , Kui Jiang , Junjun Jiang , Yong Huang
This paper presents a comprehensive review of the NTIRE 2026 Low Light Image Enhancement Challenge, highlighting the proposed solutions and final results. The objective of this challenge is to identify effective networks capable of…
Computer Vision and Pattern Recognition · Computer Science
2026-05-18
George Ciubotariu , Sharif S M A , Abdur Rehman , Fayaz Ali Dharejo , Rizwan Ali Naqvi , Marcos V. Conde , Radu Timofte , Zhi Jin , Hongjun Wu , Wenjian Zhang , Chang Ye , Xunpeng Yi , Qinglong Yan , Yibing Zhang , Zaynab Ali , Saiprasad Meesiyawar , Varda I Pattanshetty , Varsha I Pattanshetty , Nikhil Akalwadi , Padmashree Desai , Ramesh Ashok Tabib , Uma Mudenagudi , Hao Yang , Ruikun Zhang , Liyuan Pan , Furkan Kınlı , Donghun Ryou , Inju Ha , Junoh Kang , Bohyung Han , Wei Zhou , Yuval Haitman , Ariel Lapid , Reuven Peretz , Idit Diamant , Leilei Cao , Shuo Zhang , Praful Hambarde , Prateek Shaily , Jayant Kumar , Hardik Sharma , Aashish Negi , Sachin Chaudhary , Akshay Dudhane , Amit Shukla , MoHao Wu , Lin Wang , Jiachen Tu , Guoyi Xu , Yaoxin Jiang , Jiajia Liu , Yaokun Shi , Raul Balmez , Alexandru Brateanu , Ciprian Orhei , Cosmin Ancuti , Codruta O. Ancuti , Bilel Benjdira , Anas M. Ali , Wadii Boulila , Kaifan Qiao , Bofei Chen , Jingyi Xu , Duo Zhang , Xin Deng , Mai Xu , Shengxi Li , Lai Jiang , Harini A , Ananya N , Lakshanya K , Ying Xu , Xinyi Zhu , Shijun Shi , Jiangning Zhang , Yong Liu , Kai Hu , Jing Xu , Xianfang Zeng , Jinao Song , Guangsheng Tang , Cheng Li , Yuqiang Yang , Ziyi Wang , Yan Chen , Long Bao , Heng Sun , Mohab Kishawy , Jun Chen , Wan-Chi Siu , Yihao Cheng , Hon Man Hammond Lee , Chun-Chuen Hui
This paper reviews the NTIRE 2025 RAW Image Restoration and Super-Resolution Challenge, highlighting the proposed solutions and results. New methods for RAW Restoration and Super-Resolution could be essential in modern Image Signal…
Image and Video Processing · Electrical Eng. & Systems
2025-06-05
Marcos V. Conde , Radu Timofte , Zihao Lu , Xiangyu Kong , Xiaoxia Xing , Fan Wang , Suejin Han , MinKyu Park , Tianyu Zhang , Xin Luo , Yeda Chen , Dong Liu , Li Pang , Yuhang Yang , Hongzhong Wang , Xiangyong Cao , Ruixuan Jiang , Senyan Xu , Siyuan Jiang , Xueyang Fu , Zheng-Jun Zha , Tianyu Hao , Yuhong He , Ruoqi Li , Yueqi Yang , Xiang Yu , Guanlan Hong , Minmin Yi , Yuanjia Chen , Liwen Zhang , Zijie Jin , Cheng Li , Lian Liu , Wei Song , Heng Sun , Yubo Wang , Jinghua Wang , Jiajie Lu , Watchara Ruangsan
This paper presents the NTIRE 2025 image super-resolution ($\times$4) challenge, one of the associated competitions of the 10th NTIRE Workshop at CVPR 2025. The challenge aims to recover high-resolution (HR) images from low-resolution (LR)…
Computer Vision and Pattern Recognition · Computer Science
2025-04-30
Zheng Chen , Kai Liu , Jue Gong , Jingkai Wang , Lei Sun , Zongwei Wu , Radu Timofte , Yulun Zhang , Xiangyu Kong , Xiaoxuan Yu , Hyunhee Park , Suejin Han , Hakjae Jeon , Dafeng Zhang , Hyung-Ju Chun , Donghun Ryou , Inju Ha , Bohyung Han , Lu Zhao , Yuyi Zhang , Pengyu Yan , Jiawei Hu , Pengwei Liu , Fengjun Guo , Hongyuan Yu , Pufan Xu , Zhijuan Huang , Shuyuan Cui , Peng Guo , Jiahui Liu , Dongkai Zhang , Heng Zhang , Huiyuan Fu , Huadong Ma , Yanhui Guo , Sisi Tian , Xin Liu , Jinwen Liang , Jie Liu , Jie Tang , Gangshan Wu , Zeyu Xiao , Zhuoyuan Li , Yinxiang Zhang , Wenxuan Cai , Vijayalaxmi Ashok Aralikatti , Nikhil Akalwadi , G Gyaneshwar Rao , Chaitra Desai , Ramesh Ashok Tabib , Uma Mudenagudi , Marcos V. Conde , Alejandro Merino , Bruno Longarela , Javier Abad , Weijun Yuan , Zhan Li , Zhanglu Chen , Boyang Yao , Aagam Jain , Milan Kumar Singh , Ankit Kumar , Shubh Kawa , Divyavardhan Singh , Anjali Sarvaiya , Kishor Upla , Raghavendra Ramachandra , Chia-Ming Lee , Yu-Fan Lin , Chih-Chung Hsu , Risheek V Hiremath , Yashaswini Palani , Yuxuan Jiang , Qiang Zhu , Siyue Teng , Fan Zhang , Shuyuan Zhu , Bing Zeng , David Bull , Jingwei Liao , Yuqing Yang , Wenda Shao , Junyi Zhao , Qisheng Xu , Kele Xu , Sunder Ali Khowaja , Ik Hyun Lee , Snehal Singh Tomar , Rajarshi Ray , Klaus Mueller , Sachin Chaudhary , Surya Vashisth , Akshay Dudhane , Praful Hambarde , Satya Naryan Tazi , Prashant Patil , Santosh Kumar Vipparthi , Subrahmanyam Murala , Bilel Benjdira , Anas M. Ali , Wadii Boulila , Zahra Moammeri , Ahmad Mahmoudi-Aznaveh , Ali Karbasi , Hossein Motamednia , Liangyan Li , Guanhua Zhao , Kevin Le , Yimo Ning , Haoxuan Huang , Jun Chen
This paper reviews the NTIRE 2020 challenge on real image denoising with focus on the newly introduced dataset, the proposed methods and their results. The challenge is a new version of the previous NTIRE 2019 challenge on real image…
Computer Vision and Pattern Recognition · Computer Science
2020-05-11
Abdelrahman Abdelhamed , Mahmoud Afifi , Radu Timofte , Michael S. Brown , Yue Cao , Zhilu Zhang , Wangmeng Zuo , Xiaoling Zhang , Jiye Liu , Wendong Chen , Changyuan Wen , Meng Liu , Shuailin Lv , Yunchao Zhang , Zhihong Pan , Baopu Li , Teng Xi , Yanwen Fan , Xiyu Yu , Gang Zhang , Jingtuo Liu , Junyu Han , Errui Ding , Songhyun Yu , Bumjun Park , Jechang Jeong , Shuai Liu , Ziyao Zong , Nan Nan , Chenghua Li , Zengli Yang , Long Bao , Shuangquan Wang , Dongwoon Bai , Jungwon Lee , Youngjung Kim , Kyeongha Rho , Changyeop Shin , Sungho Kim , Pengliang Tang , Yiyun Zhao , Yuqian Zhou , Yuchen Fan , Thomas Huang , Zhihao Li , Nisarg A. Shah , Wei Liu , Qiong Yan , Yuzhi Zhao , Marcin Możejko , Tomasz Latkowski , Lukasz Treszczotko , Michał Szafraniuk , Krzysztof Trojanowski , Yanhong Wu , Pablo Navarrete Michelini , Fengshuo Hu , Yunhua Lu , Sujin Kim , Wonjin Kim , Jaayeon Lee , Jang-Hwan Choi , Magauiya Zhussip , Azamat Khassenov , Jong Hyun Kim , Hwechul Cho , Priya Kansal , Sabari Nathan , Zhangyu Ye , Xiwen Lu , Yaqi Wu , Jiangxin Yang , Yanlong Cao , Siliang Tang , Yanpeng Cao , Matteo Maggioni , Ioannis Marras , Thomas Tanay , Gregory Slabaugh , Youliang Yan , Myungjoo Kang , Han-Soo Choi , Kyungmin Song , Shusong Xu , Xiaomu Lu , Tingniao Wang , Chunxia Lei , Bin Liu , Rajat Gupta , Vineet Kumar
This paper presents an overview of the NTIRE 2026 Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images. Building upon the success of the first edition, this challenge attracted a wide range of impressive solutions, all…
Computer Vision and Pattern Recognition · Computer Science
2026-05-14
Xin Li , Yeying Jin , Suhang Yao , Beibei Lin , Zhaoxin Fan , Wending Yan , Xin Jin , Zongwei Wu , Bingchen Li , Peishu Shi , Yufei Wang , Yu Li , Zhibo Chen , Bihan Wen , Robby T. Tan , Radu Timofte , Runzhe Li , Kui Jiang , Zhaocheng Yu , Yiang Chen , Junjun Jiang , Xianming Liu , Hongde Gu , Zeliang Li , Mache You , Jiangxin Dong , Jinshan Pan , Qiyu Rong , Bowen Shao , Hongyuan Jing , Mengmeng Zhang , Bo Ding , Hui Zhang , Yi Ren , Mohab Kishawy , Jun Chen , Anh-Kiet Duong , Petra Gomez-Kramer , Jean-Michel Carozza , Wangzhi Xing , Xin Lu , Enxuan Gu , Jingxi Zhang , Diqi Chen , Qiaosi Yi , Bingcai Wei , Wenjie Li , Bowen Tie , Heng Guo , Zhanyu Ma , Jiachen Tu , Guoyi Xu , Yaoxin Jiang , Cici Liu , Yaokun Shi , Paula Garrido Mellado , Daniel Feijoo , Alvaro Garcia Lara , Marcos V. Conde , Zhidong Zhu , Bangshu Xiong , Qiaofeng Ou , Zhibo Rao , Wei Li , Zida Zhang , Hui Geng , Qisheng Xu , Xuyao Deng , Changjian Wang , Kele Xu , Guanglu Dong , Qiyao Zhao , Tianheng Zheng , Chunlei Li , Lichao Mou , Chao Ren , Chang-De Peng , Chieh-Yu Tsai , Guan-Cheng Liu , Li-Wei Kang , Abhishek Rajak , Milan Kumar Singh , Ankit Kumar , Dimple Sonone , Kishor Upla , Kiran Raja , Huilin Zhao , Xing Xu , Chuan Chen , Yeming Lao , Wenjing Xun , Li Yang , Bilel Benjdira , Anas M. Ali , Wadii Boulila , Hao Yang , Ruikun Zhang , Liyuan Pan
In this paper, we analyze and discuss ShadowFormer in preparation for the NTIRE2023 Shadow Removal Challenge [1], implementing five key improvements: image alignment, the introduction of a perceptual quality loss function, the…
Computer Vision and Pattern Recognition · Computer Science
2024-03-18
Yuki Kondo , Riku Miyata , Fuma Yasue , Taito Naruki , Norimichi Ukita
In this paper, we present a comprehensive overview of the NTIRE 2025 challenge on the 2nd Restore Any Image Model (RAIM) in the Wild. This challenge established a new benchmark for real-world image restoration, featuring diverse scenarios…
Image and Video Processing · Electrical Eng. & Systems
2025-06-03
Jie Liang , Radu Timofte , Qiaosi Yi , Zhengqiang Zhang , Shuaizheng Liu , Lingchen Sun , Rongyuan Wu , Xindong Zhang , Hui Zeng , Lei Zhang
This paper provides a review of the NTIRE 2026 challenge on real-world face restoration, highlighting the proposed solutions and the resulting outcomes. The challenge focuses on generating natural and realistic outputs while maintaining…
Computer Vision and Pattern Recognition · Computer Science
2026-04-16
Jingkai Wang , Jue Gong , Zheng Chen , Kai Liu , Jiatong Li , Yulun Zhang , Radu Timofte , Jiachen Tu , Yaokun Shi , Guoyi Xu , Yaoxin Jiang , Jiajia Liu , Yingsi Chen , Yijiao Liu , Hui Li , Yu Wang , Congchao Zhu , Alexandru-Gabriel Lefterache , Anamaria Radoi , Chuanyue Yan , Tao Lu , Yanduo Zhang , Kanghui Zhao , Jiaming Wang , Yuqi Li , WenBo Xiong , Yifei Chen , Xian Hu , Wei Deng , Daiguo Zhou , Sujith Roy , Claudia Jesuraj , Vikas B , Spoorthi LC , Nikhil Akalwadi , Ramesh Ashok Tabib , Uma Mudenagudi , Yuxuan Jiang , Chengxi Zeng , Tianhao Peng , Fan Zhang , David Bull Wei Zhou , Linfeng Li , Hongyu Huang , Hoyoung Lee , SangYun Oh , ChangYoung Jeong , Axi Niu , Jinyang Zhang , Zhenguo Wu , Senyan Qing , Jinqiu Sun , Yanning Zhang
In this paper, we summarize the 1st NTIRE challenge on stereo image super-resolution (restoration of rich details in a pair of low-resolution stereo images) with a focus on new solutions and results. This challenge has 1 track aiming at the…
Computer Vision and Pattern Recognition · Computer Science
2022-04-21
Longguang Wang , Yulan Guo , Yingqian Wang , Juncheng Li , Shuhang Gu , Radu Timofte
This paper reviews the NTIRE 2024 low light image enhancement challenge, highlighting the proposed solutions and results. The aim of this challenge is to discover an effective network design or solution capable of generating brighter,…
Computer Vision and Pattern Recognition · Computer Science
2024-04-23
Xiaoning Liu , Zongwei Wu , Ao Li , Florin-Alexandru Vasluianu , Yulun Zhang , Shuhang Gu , Le Zhang , Ce Zhu , Radu Timofte , Zhi Jin , Hongjun Wu , Chenxi Wang , Haitao Ling , Yuanhao Cai , Hao Bian , Yuxin Zheng , Jing Lin , Alan Yuille , Ben Shao , Jin Guo , Tianli Liu , Mohao Wu , Yixu Feng , Shuo Hou , Haotian Lin , Yu Zhu , Peng Wu , Wei Dong , Jinqiu Sun , Yanning Zhang , Qingsen Yan , Wenbin Zou , Weipeng Yang , Yunxiang Li , Qiaomu Wei , Tian Ye , Sixiang Chen , Zhao Zhang , Suiyi Zhao , Bo Wang , Yan Luo , Zhichao Zuo , Mingshen Wang , Junhu Wang , Yanyan Wei , Xiaopeng Sun , Yu Gao , Jiancheng Huang , Hongming Chen , Xiang Chen , Hui Tang , Yuanbin Chen , Yuanbo Zhou , Xinwei Dai , Xintao Qiu , Wei Deng , Qinquan Gao , Tong Tong , Mingjia Li , Jin Hu , Xinyu He , Xiaojie Guo , Sabarinathan , K Uma , A Sasithradevi , B Sathya Bama , S. Mohamed Mansoor Roomi , V. Srivatsav , Jinjuan Wang , Long Sun , Qiuying Chen , Jiahong Shao , Yizhi Zhang , Marcos V. Conde , Daniel Feijoo , Juan C. Benito , Alvaro García , Jaeho Lee , Seongwan Kim , Sharif S M A , Nodirkhuja Khujaev , Roman Tsoy , Ali Murtaza , Uswah Khairuddin , Ahmad 'Athif Mohd Faudzi , Sampada Malagi , Amogh Joshi , Nikhil Akalwadi , Chaitra Desai , Ramesh Ashok Tabib , Uma Mudenagudi , Wenyi Lian , Wenjing Lian , Jagadeesh Kalyanshetti , Vijayalaxmi Ashok Aralikatti , Palani Yashaswini , Nitish Upasi , Dikshit Hegde , Ujwala Patil , Sujata C , Xingzhuo Yan , Wei Hao , Minghan Fu , Pooja choksy , Anjali Sarvaiya , Kishor Upla , Kiran Raja , Hailong Yan , Yunkai Zhang , Baiang Li , Jingyi Zhang , Huan Zheng
This paper presents an overview of NTIRE 2025 the First Challenge on Event-Based Image Deblurring, detailing the proposed methodologies and corresponding results. The primary goal of the challenge is to design an event-based method that…
Computer Vision and Pattern Recognition · Computer Science
2025-04-18
Lei Sun , Andrea Alfarano , Peiqi Duan , Shaolin Su , Kaiwei Wang , Boxin Shi , Radu Timofte , Danda Pani Paudel , Luc Van Gool , Qinglin Liu , Wei Yu , Xiaoqian Lv , Lu Yang , Shuigen Wang , Shengping Zhang , Xiangyang Ji , Long Bao , Yuqiang Yang , Jinao Song , Ziyi Wang , Shuang Wen , Heng Sun , Kean Liu , Mingchen Zhong , Senyan Xu , Zhijing Sun , Jiaying Zhu , Chengjie Ge , Xingbo Wang , Yidi Liu , Xin Lu , Xueyang Fu , Zheng-Jun Zha , Dawei Fan , Dafeng Zhang , Yong Yang , Siru Zhang , Qinghua Yang , Hao Kang , Huiyuan Fu , Heng Zhang , Hongyuan Yu , Zhijuan Huang , Shuoyan Wei , Feng Li , Runmin Cong , Weiqi Luo , Mingyun Lin , Chenxu Jiang , Hongyi Liu , Lei Yu , Weilun Li , Jiajun Zhai , Tingting Lin , Shuang Ma , Sai Zhou , Zhanwen Liu , Yang Wang , Eiffel Chong , Nuwan Bandara , Thivya Kandappu , Archan Misra , Yihang Chen , Zhan Li , Weijun Yuan , Wenzhuo Wang , Boyang Yao , Zhanglu Chen , Yijing Sun , Tianjiao Wan , Zijian Gao , Qisheng Xu , Kele Xu , Yukun Zhang , Yu He , Xiaoyan Xie , Tao Fu , Yashu Gautamkumar Patel , Vihar Ramesh Jain , Divesh Basina , Rishik Ashili , Manish Kumar Manjhi , Sourav Kumar , Prinon Benny , Himanshu Ghunawat , B Sri Sairam Gautam , Anett Varghese , Abhishek Yadav
This paper summarizes the 3rd NTIRE challenge on stereo image super-resolution (SR) with a focus on new solutions and results. The task of this challenge is to super-resolve a low-resolution stereo image pair to a high-resolution one with a…
Computer Vision and Pattern Recognition · Computer Science
2024-09-26
Longguang Wang , Yulan Guo , Juncheng Li , Hongda Liu , Yang Zhao , Yingqian Wang , Zhi Jin , Shuhang Gu , Radu Timofte
This paper reports on the NTIRE 2023 Quality Assessment of Video Enhancement Challenge, which will be held in conjunction with the New Trends in Image Restoration and Enhancement Workshop (NTIRE) at CVPR 2023. This challenge is to address a…
Computer Vision and Pattern Recognition · Computer Science
2023-07-20
Xiaohong Liu , Xiongkuo Min , Wei Sun , Yulun Zhang , Kai Zhang , Radu Timofte , Guangtao Zhai , Yixuan Gao , Yuqin Cao , Tengchuan Kou , Yunlong Dong , Ziheng Jia , Yilin Li , Wei Wu , Shuming Hu , Sibin Deng , Pengxiang Xiao , Ying Chen , Kai Li , Kai Zhao , Kun Yuan , Ming Sun , Heng Cong , Hao Wang , Lingzhi Fu , Yusheng Zhang , Rongyu Zhang , Hang Shi , Qihang Xu , Longan Xiao , Zhiliang Ma , Mirko Agarla , Luigi Celona , Claudio Rota , Raimondo Schettini , Zhiwei Huang , Yanan Li , Xiaotao Wang , Lei Lei , Hongye Liu , Wei Hong , Ironhead Chuang , Allen Lin , Drake Guan , Iris Chen , Kae Lou , Willy Huang , Yachun Tasi , Yvonne Kao , Haotian Fan , Fangyuan Kong , Shiqi Zhou , Hao Liu , Yu Lai , Shanshan Chen , Wenqi Wang , Haoning Wu , Chaofeng Chen , Chunzheng Zhu , Zekun Guo , Shiling Zhao , Haibing Yin , Hongkui Wang , Hanene Brachemi Meftah , Sid Ahmed Fezza , Wassim Hamidouche , Olivier Déforges , Tengfei Shi , Azadeh Mansouri , Hossein Motamednia , Amir Hossein Bakhtiari , Ahmad Mahmoudi Aznaveh
Image relighting is attracting increasing interest due to its various applications. From a research perspective, image relighting can be exploited to conduct both image normalization for domain adaptation, and also for data augmentation. It…
Computer Vision and Pattern Recognition · Computer Science
2021-04-28
Majed El Helou , Ruofan Zhou , Sabine Susstrunk , Radu Timofte
This paper reviews the NTIRE 2024 Portrait Quality Assessment Challenge, highlighting the proposed solutions and results. This challenge aims to obtain an efficient deep neural network capable of estimating the perceptual quality of real…
Computer Vision and Pattern Recognition · Computer Science
2024-04-18
Nicolas Chahine , Marcos V. Conde , Daniela Carfora , Gabriel Pacianotto , Benoit Pochon , Sira Ferradans , Radu Timofte