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This paper presents a review of the NTIRE 2024 challenge on night photography rendering. The goal of the challenge was to find solutions that process raw camera images taken in nighttime conditions, and thereby produce a photo-quality…
计算机视觉与模式识别 · 计算机科学
2024-06-21
Egor Ershov , Artyom Panshin , Oleg Karasev , Sergey Korchagin , Shepelev Lev , Alexandr Startsev , Daniil Vladimirov , Ekaterina Zaychenkova , Nikola Banić , Dmitrii Iarchuk , Maria Efimova , Radu Timofte , Arseniy Terekhin , Shuwei Yue , Yuyang Liu , Minchen Wei , Lu Xu , Chao Zhang , Yasi Wang , Furkan Kınlı , Doğa Yılmaz , Barış Özcan , Furkan Kıraç , Shuai Liu , Jingyuan Xiao , Chaoyu Feng , Hao Wang , Guangqi Shao , Yuqian Zhang , Yibin Huang , Wei Luo , Liming Wang , Xiaotao Wang , Lei Lei , Simone Zini , Claudio Rota , Marco Buzzelli , Simone Bianco , Raimondo Schettini , Jin Guo , Tianli Liu , Mohao Wu , Ben Shao , Qirui Yang , Xianghui Li , Qihua Cheng , Fangpu Zhang , Zhiqiang Xu , Jingyu Yang , Huanjing Yue
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,…
计算机视觉与模式识别 · 计算机科学
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 reviews the NTIRE 2024 RAW Image Super-Resolution Challenge, highlighting the proposed solutions and results. New methods for RAW Super-Resolution could be essential in modern Image Signal Processing (ISP) pipelines, however,…
计算机视觉与模式识别 · 计算机科学
2024-04-26
Marcos V. Conde , Florin-Alexandru Vasluianu , Radu Timofte , Jianxing Zhang , Jia Li , Fan Wang , Xiaopeng Li , Zikun Liu , Hyunhee Park , Sejun Song , Changho Kim , Zhijuan Huang , Hongyuan Yu , Cheng Wan , Wending Xiang , Jiamin Lin , Hang Zhong , Qiaosong Zhang , Yue Sun , Xuanwu Yin , Kunlong Zuo , Senyan Xu , Siyuan Jiang , Zhijing Sun , Jiaying Zhu , Liangyan Li , Ke Chen , Yunzhe Li , Yimo Ning , Guanhua Zhao , Jun Chen , Jinyang Yu , Kele Xu , Qisheng Xu , Yong Dou
This paper reviews the NTIRE 2024 challenge on image super-resolution ($\times$4), highlighting the solutions proposed and the outcomes obtained. The challenge involves generating corresponding high-resolution (HR) images, magnified by a…
计算机视觉与模式识别 · 计算机科学
2024-04-16
Zheng Chen , Zongwei Wu , Eduard Zamfir , Kai Zhang , Yulun Zhang , Radu Timofte , Xiaokang Yang , Hongyuan Yu , Cheng Wan , Yuxin Hong , Zhijuan Huang , Yajun Zou , Yuan Huang , Jiamin Lin , Bingnan Han , Xianyu Guan , Yongsheng Yu , Daoan Zhang , Xuanwu Yin , Kunlong Zuo , Jinhua Hao , Kai Zhao , Kun Yuan , Ming Sun , Chao Zhou , Hongyu An , Xinfeng Zhang , Zhiyuan Song , Ziyue Dong , Qing Zhao , Xiaogang Xu , Pengxu Wei , Zhi-chao Dou , Gui-ling Wang , Chih-Chung Hsu , Chia-Ming Lee , Yi-Shiuan Chou , Cansu Korkmaz , A. Murat Tekalp , Yubin Wei , Xiaole Yan , Binren Li , Haonan Chen , Siqi Zhang , Sihan Chen , Amogh Joshi , Nikhil Akalwadi , Sampada Malagi , Palani Yashaswini , Chaitra Desai , Ramesh Ashok Tabib , Ujwala Patil , Uma Mudenagudi , Anjali Sarvaiya , Pooja Choksy , Jagrit Joshi , Shubh Kawa , Kishor Upla , Sushrut Patwardhan , Raghavendra Ramachandra , Sadat Hossain , Geongi Park , S. M. Nadim Uddin , Hao Xu , Yanhui Guo , Aman Urumbekov , Xingzhuo Yan , Wei Hao , Minghan Fu , Isaac Orais , Samuel Smith , Ying Liu , Wangwang Jia , Qisheng Xu , Kele Xu , Weijun Yuan , Zhan Li , Wenqin Kuang , Ruijin Guan , Ruting Deng , Zhao Zhang , Bo Wang , Suiyi Zhao , Yan Luo , Yanyan Wei , Asif Hussain Khan , Christian Micheloni , Niki Martinel
This paper reviews the NTIRE 2020 challenge on perceptual extreme super-resolution with focus on proposed solutions and results. The challenge task was to super-resolve an input image with a magnification factor 16 based on a set of prior…
图像与视频处理 · 电气工程与系统科学
2020-05-05
Kai Zhang , Shuhang Gu , Radu Timofte , Taizhang Shang , Qiuju Dai , Shengchen Zhu , Tong Yang , Yandong Guo , Younghyun Jo , Sejong Yang , Seon Joo Kim , Lin Zha , Jiande Jiang , Xinbo Gao , Wen Lu , Jing Liu , Kwangjin Yoon , Taegyun Jeon , Kazutoshi Akita , Takeru Ooba , Norimichi Ukita , Zhipeng Luo , Yuehan Yao , Zhenyu Xu , Dongliang He , Wenhao Wu , Yukang Ding , Chao Li , Fu Li , Shilei Wen , Jianwei Li , Fuzhi Yang , Huan Yang , Jianlong Fu , Byung-Hoon Kim , JaeHyun Baek , Jong Chul Ye , Yuchen Fan , Thomas S. Huang , Junyeop Lee , Bokyeung Lee , Jungki Min , Gwantae Kim , Kanghyu Lee , Jaihyun Park , Mykola Mykhailych , Haoyu Zhong , Yukai Shi , Xiaojun Yang , Zhijing Yang , Liang Lin , Tongtong Zhao , Jinjia Peng , Huibing Wang , Zhi Jin , Jiahao Wu , Yifu Chen , Chenming Shang , Huanrong Zhang , Jeongki Min , Hrishikesh P S , Densen Puthussery , Jiji C
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…
计算机视觉与模式识别 · 计算机科学
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 provides a review of the NTIRE 2026 challenge on mobile real-world image super-resolution, highlighting the proposed solutions and the resulting outcomes. The challenge aims to recover high-resolution (HR) images from…
计算机视觉与模式识别 · 计算机科学
2026-04-21
Jiatong Li , Zheng Chen , Kai Liu , Jingkai Wang , Zihan Zhou , Xiaoyang Liu , Libo Zhu , Jue Gong , Radu Timofte , Yulun Zhang , Congyu Wang , Zihao Wang , Ke Wu , Xinzhe Zhu , Fengkai Zhang , Zhongbao Yang , Long Sun , Jiangxin Dong , Jinshan Pan , Jiachen Tu , Yaokun Shi , Guoyi Xu , Yaoxin Jiang , Jiajia Liu , Renyuan Situ , Yixin Yang , Zhaorun Zhou , Junyang Chen , Yuqi Li , Chuanguang Yang , Weilun Feng , Chuanyue Yan , Yuedong Tan , Yingli Tian , Zhenzhong Chen , Tongqi Guo , Ruhan Liu , Sangzi Shi , Huazhang Deng , Jie Yang , Wenzhuo Ma , Yuantong Zhang , Daiqin Yang , Tianrun Chen , Deyi Ji , Yuxiao Jiang , Qi Zhu , Lanyun Zhu , Yuwen Pan , Runze Tian , Mingyu Shi , Zhanfeng Feng , Yuanfei Bao , Jiaming Guo , Renjing Pei , Xin Di , Long Peng , Linfeng Jiang , Xueyang Fu , Yang Cao , Zhengjun Zha , Choulhyouc Lee , Shyang-En Weng , Yi-Cheng Liao , Jorge Tyrakowski , Yu-Syuan Xu , Wei-Chen Chiu , Ching-Chun Huang , Yoonjin Im , Jihye Park , Hyungju Chun , Hyunhee Park , MinKyu Park , Xiaoxuan Yu , Jianxing Zhang , Yuxuan Jiang , Chengxi Zeng , Tianhao Peng , Fan Zhang , David Bull , Watchara Ruangsang , Supavadee Aramvith , JiaHao Deng , Wei Zhou , Hongyu Huang , Shaohui Lin , Zihan Wang , Yilin Chen , Yunchen Li , Junbo Qiao , Wei Li , Jiao Xie , Gaoqi He , Wenxi Li
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…
计算机视觉与模式识别 · 计算机科学
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 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…
计算机视觉与模式识别 · 计算机科学
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 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…
计算机视觉与模式识别 · 计算机科学
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 reviews the NTIRE 2020 challenge on real world super-resolution. It focuses on the participating methods and final results. The challenge addresses the real world setting, where paired true high and low-resolution images are…
图像与视频处理 · 电气工程与系统科学
2020-05-06
Andreas Lugmayr , Martin Danelljan , Radu Timofte , Namhyuk Ahn , Dongwoon Bai , Jie Cai , Yun Cao , Junyang Chen , Kaihua Cheng , SeYoung Chun , Wei Deng , Mostafa El-Khamy , Chiu Man Ho , Xiaozhong Ji , Amin Kheradmand , Gwantae Kim , Hanseok Ko , Kanghyu Lee , Jungwon Lee , Hao Li , Ziluan Liu , Zhi-Song Liu , Shuai Liu , Yunhua Lu , Zibo Meng , Pablo Navarrete Michelini , Christian Micheloni , Kalpesh Prajapati , Haoyu Ren , Yong Hyeok Seo , Wan-Chi Siu , Kyung-Ah Sohn , Ying Tai , Rao Muhammad Umer , Shuangquan Wang , Huibing Wang , Timothy Haoning Wu , Haoning Wu , Biao Yang , Fuzhi Yang , Jaejun Yoo , Tongtong Zhao , Yuanbo Zhou , Haijie Zhuo , Ziyao Zong , Xueyi Zou
This paper reports on the NTIRE 2022 challenge on perceptual image quality assessment (IQA), held in conjunction with the New Trends in Image Restoration and Enhancement workshop (NTIRE) workshop at CVPR 2022. This challenge is held to…
In this paper, we present a comprehensive overview of the NTIRE 2026 3rd Restore Any Image Model (RAIM) challenge, with a specific focus on Track 3: AI Flash Portrait. Despite significant advancements in deep learning for image restoration,…
计算机视觉与模式识别 · 计算机科学
2026-04-14
Ya-nan Guan , Shaonan Zhang , Hang Guo , Yawen Wang , Xinying Fan , Tianqu Zhuang , Jie Liang , Hui Zeng , Guanyi Qin , Lishen Qu , Tao Dai , Shu-Tao Xia , Lei Zhang , Radu Timofte , Bin Chen , Yuanbo Zhou , Hongwei Wang , Qinquan Gao , Tong Tong , Yanxin Qian , Lizhao You , Jingru Cong , Lei Xiong , Shuyuan Zhu , Zhi-Qiang Zhong , Kan Lv , Yang Yang , Kailing Tang , Minjian Zhang , Zhipei Lei , Zhe Xu , Liwen Zhang , Dingyong Gou , Yanlin Wu , Cong Li , Xiaohui Cui , Jiajia Liu , Guoyi Xu , Yaoxin Jiang , Yaokun Shi , Jiachen Tu , Liqing Wang , Shihang Li , Bo Zhang , Biao Wang , Haiming Xu , Xiang Long , Xurui Liao , Yanqiao Zhai , Haozhe Li , Shijun Shi , Jiangning Zhang , Yong Liu , Kai Hu , Jing Xu , Xianfang Zeng , Yuyang Liu , Minchen Wei
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…
计算机视觉与模式识别 · 计算机科学
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
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…
计算机视觉与模式识别 · 计算机科学
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 reports on the NTIRE 2021 challenge on perceptual image quality assessment (IQA), held in conjunction with the New Trends in Image Restoration and Enhancement workshop (NTIRE) workshop at CVPR 2021. As a new type of image…
图像与视频处理 · 电气工程与系统科学
2021-06-29
Jinjin Gu , Haoming Cai , Chao Dong , Jimmy S. Ren , Yu Qiao , Shuhang Gu , Radu Timofte , Manri Cheon , Sungjun Yoon , Byungyeon Kang , Junwoo Lee , Qing Zhang , Haiyang Guo , Yi Bin , Yuqing Hou , Hengliang Luo , Jingyu Guo , Zirui Wang , Hai Wang , Wenming Yang , Qingyan Bai , Shuwei Shi , Weihao Xia , Mingdeng Cao , Jiahao Wang , Yifan Chen , Yujiu Yang , Yang Li , Tao Zhang , Longtao Feng , Yiting Liao , Junlin Li , William Thong , Jose Costa Pereira , Ales Leonardis , Steven McDonagh , Kele Xu , Lehan Yang , Hengxing Cai , Pengfei Sun , Seyed Mehdi Ayyoubzadeh , Ali Royat , Sid Ahmed Fezza , Dounia Hammou , Wassim Hamidouche , Sewoong Ahn , Gwangjin Yoon , Koki Tsubota , Hiroaki Akutsu , Kiyoharu Aizawa
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…
计算机视觉与模式识别 · 计算机科学
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 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…
计算机视觉与模式识别 · 计算机科学
2024-09-26
Longguang Wang , Yulan Guo , Juncheng Li , Hongda Liu , Yang Zhao , Yingqian Wang , Zhi Jin , Shuhang Gu , Radu Timofte
This paper presents the NTIRE 2026 image super-resolution ($\times$4) challenge, one of the associated competitions of the NTIRE 2026 Workshop at CVPR 2026. The challenge aims to reconstruct high-resolution (HR) images from low-resolution…
计算机视觉与模式识别 · 计算机科学
2026-04-17
Zheng Chen , Kai Liu , Jingkai Wang , Xianglong Yan , Jianze Li , Ziqing Zhang , Jue Gong , Jiatong Li , Lei Sun , Xiaoyang Liu , Radu Timofte , Yulun Zhang , Jihye Park , Yoonjin Im , Hyungju Chun , Hyunhee Park , MinKyu Park , Zheng Xie , Xiangyu Kong , Weijun Yuan , Zhan Li , Qiurong Song , Luen Zhu , Fengkai Zhang , Xinzhe Zhu , Junyang Chen , Congyu Wang , Yixin Yang , Zhaorun Zhou , Jiangxin Dong , Jinshan Pan , Shengwei Wang , Jiajie Ou , Baiang Li , Sizhuo Ma , Qiang Gao , Jusheng Zhang , Jian Wang , Keze Wang , Yijiao Liu , Yingsi Chen , Hui Li , Yu Wang , Congchao Zhu , Saeed Ahmad , Ik Hyun Lee , Jun Young Park , Ji Hwan Yoon , Kainan Yan , Zian Wang , Weibo Wang , Shihao Zou , Chao Dong , Wei Zhou , Linfeng Li , Jaeseong Lee , Jaeho Chae , Jinwoo Kim , Seonjoo Kim , Yucong Hong , Zhenming Yan , Junye Chen , Ruize Han , Song Wang , Yuxuan Jiang , Chengxi Zeng , Tianhao Peng , Fan Zhang , David Bull , Tongyao Mu , Qiong Cao , Yifan Wang , Youwei Pan , Leilei Cao , Xiaoping Peng , Wei Deng , Yifei Chen , Wenbo Xiong , Xian Hu , Yuxin Zhang , Xiaoyun Cheng , Yang Ji , Zonghao Chen , Zhihao Xue , Junqin Hu , Nihal Kumar , Snehal Singh Tomar , Klaus Mueller , Surya Vashisth , Prateek Shaily , Jayant Kumar , Hardik Sharma , Ashish Negi , Sachin Chaudhary , Akshay Dudhane , Praful Hambarde , Amit Shukla , Shijun Shi , Jiangning Zhang , Yong Liu , Kai Hu , Jing Xu , Xianfang Zeng , Amitesh M , Hariharan S , Chia-Ming Lee , Yu-Fan Lin , Chih-Chung Hsu , Nishalini K , Sreenath K A , Bilel Benjdira , Anas M. Ali , Wadii Boulila , Shuling Zheng , Zhiheng Fu , Feng Zhang , Zhanglu Chen , Boyang Yao , Nikhil Pathak , Aagam Jain , Milan Kumar , Kishor Upla , Vivek Chavda , Sarang N S , Raghavendra Ramachandra , Zhipeng Zhang , Qi Wang , Shiyu Wang , Jiachen Tu , Guoyi Xu , Yaoxin Jiang , Jiajia Liu , Yaokun Shi , Yuqi Li , Chuanguang Yang , Weilun Feng , Zhuzhi Hong , Hao Wu , Junming Liu , Yingli Tian , Amish Bhushan Kulkarni , Tejas R R Shet , Saakshi M Vernekar , Nikhil Akalwadi , Kaushik Mallibhat , Ramesh Ashok Tabib , Uma Mudenagudi , Yuwen Pan , Tianrun Chen , Deyi Ji , Qi Zhu , Lanyun Zhu , Heyan Zhangyi
This paper reviews the NTIRE 2026 challenge on efficient single-image super-resolution with a focus on the proposed solutions and results. The aim of this challenge is to devise a network that reduces one or several aspects, such as…
计算机视觉与模式识别 · 计算机科学
2026-04-06
Bin Ren , Hang Guo , Yan Shu , Jiaqi Ma , Ziteng Cui , Shuhong Liu , Guofeng Mei , Lei Sun , Zongwei Wu , Fahad Shahbaz Khan , Salman Khan , Radu Timofte , Yawei Li , Hongyuan Yu , Pufan Xu , Chen Wu , Long Peng , Jiaojiao Yi , Siyang Yi , Yuning Cui , Jingyuan Xia , Xing Mou , Keji He , Jinlin Wu , Zongang Gao , Sen Yang , Rui Zheng , Fengguo Li , Yecheng Lei , Wenkai Min , Jie Liu , Keye Cao , Shubham Sharma , Manish Prasad , Haobo Li , Matin Fazel , Abdelhak Bentaleb , Rui Chen , Shurui Shi , Zitao Dai , Qingliang Liu , Yang Cheng , Jing Hu , Xuan Zhang , Rui Ding , Tingyi Zhang , Hui Deng , Mengyang Wang , Fulin Liu , Jing Wei , Qian Wang , Hongying Liu , Mingyang Li , Guanglu Dong , Zheng Yang , Chao Ren , Hongbo Fang , Lingxuan Li , Lin Si , Pan Gao , Moncef Gabbouj , Watchara Ruangsang , Supavadee Aramvith