Related papers: The First Controllable Bokeh Rendering Challenge a…

The First Challenge on Remote Sensing Infrared Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview

This paper presents the NTIRE 2026 Remote Sensing Infrared Image Super-Resolution (x4) Challenge, one of the associated challenges of NTIRE 2026. The challenge aims to recover high-resolution (HR) infrared images from low-resolution (LR)…

Computer Vision and Pattern Recognition · Computer Science 2026-04-24 Kai Liu , Haoyang Yue , Zeli Lin , Zheng Chen , Jingkai Wang , Jue Gong , Jiatong Li , Xianglong Yan , Libo Zhu , Jianze Li , Ziqing Zhang , Zihan Zhou , Xiaoyang Liu , Radu Timofte , Yulun Zhang , Junye Chen , Zhenming Yan , Yucong Hong , Ruize Han , Song Wang , Li Pang , Heng Zhao , Xinqiao Wu , Deyu Meng , Xiangyong Cao , Weijun Yuan , Zhan Li , Zhanglu Chen , Boyang Yao , Yihang Chen , Yifan Deng , Zengyuan Zuo , Junjun Jiang , Saiprasad Meesiyawar , Sulocha Yatageri , Nikhil Akalwadi , Ramesh Ashok Tabib , Uma Mudenagudi , Jiachen Tu , Yaokun Shi , Guoyi Xu , Yaoxin Jiang , Cici Liu , Tongyao Mu , Qiong Cao , Yifan Wang , Kosuke Shigematsu , Hiroto Shirono , Asuka Shin , Wei Zhou , Linfeng Li , Lingdong Kong , Ce Wang , Xingwei Zhong , Wanjie Sun , Dafeng Zhang , Hongxin Lan , Qisheng Xu , Mingyue He , Hui Geng , Tianjiao Wan , Kele Xu , Changjian Wang , Antoine Carreaud , Nicola Santacroce , Shanci Li , Jan Skaloud , Adrien Gressin

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Multi-Exposure Image Fusion in Dynamic Scenes (Track 2)

This paper presents NTIRE 2026, the 3rd Restore Any Image Model (RAIM) challenge on multi-exposure image fusion in dynamic scenes. We introduce a benchmark that targets a practical yet difficult HDR imaging setting, where exposure…

Computer Vision and Pattern Recognition · Computer Science 2026-04-13 Lishen Qu , Yao Liu , Jie Liang , Hui Zeng , Wen Dai , Guanyi Qin , Ya-nan Guan , Shihao Zhou , Jufeng Yang , Lei Zhang , Radu Timofte , Xiyuan Yuan , Wanjie Sun , Shihang Li , Bo Zhang , Bin Chen , Jiannan Lin , Yuxu Chen , Qinquan Gao , Tong Tong , Song Gao , Jiacong Tang , Tao Hu , Xiaowen Ma , Qingsen Yan , Sunhan Xu , Juan Wang , Xinyu Sun , Lei Qi , He Xu , Jiachen Tu , Guoyi Xu , Yaoxin Jiang , Jiajia Liu , Yaokun Shi

Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures

Bokeh rendering methods play a key role in creating the visually appealing, softly blurred backgrounds seen in professional photography. While recent learning-based approaches show promising results, generating realistic Bokeh with variable…

Computer Vision and Pattern Recognition · Computer Science 2025-03-26 Tim Seizinger , Florin-Alexandru Vasluianu , Marcos V. Conde , Zongwei Wu , Radu Timofte

NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results

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

NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results

This paper reviews the challenge on constrained high dynamic range (HDR) imaging that was part of the New Trends in Image Restoration and Enhancement (NTIRE) workshop, held in conjunction with CVPR 2022. This manuscript focuses on the…

Computer Vision and Pattern Recognition · Computer Science 2022-05-26 Eduardo Pérez-Pellitero , Sibi Catley-Chandar , Richard Shaw , Aleš Leonardis , Radu Timofte , Zexin Zhang , Cen Liu , Yunbo Peng , Yue Lin , Gaocheng Yu , Jin Zhang , Zhe Ma , Hongbin Wang , Xiangyu Chen , Xintao Wang , Haiwei Wu , Lin Liu , Chao Dong , Jiantao Zhou , Qingsen Yan , Song Zhang , Weiye Chen , Yuhang Liu , Zhen Zhang , Yanning Zhang , Javen Qinfeng Shi , Dong Gong , Dan Zhu , Mengdi Sun , Guannan Chen , Yang Hu , Haowei Li , Baozhu Zou , Zhen Liu , Wenjie Lin , Ting Jiang , Chengzhi Jiang , Xinpeng Li , Mingyan Han , Haoqiang Fan , Jian Sun , Shuaicheng Liu , Juan Marín-Vega , Michael Sloth , Peter Schneider-Kamp , Richard Röttger , Chunyang Li , Long Bao , Gang He , Ziyao Xu , Li Xu , Gen Zhan , Ming Sun , Xing Wen , Junlin Li , Jinjing Li , Chenghua Li , Ruipeng Gang , Fangya Li , Chenming Liu , Shuang Feng , Fei Lei , Rui Liu , Junxiang Ruan , Tianhong Dai , Wei Li , Zhan Lu , Hengyan Liu , Peian Huang , Guangyu Ren , Yonglin Luo , Chang Liu , Qiang Tu , Fangya Li , Ruipeng Gang , Chenghua Li , Jinjing Li , Sai Ma , Chenming Liu , Yizhen Cao , Steven Tel , Barthelemy Heyrman , Dominique Ginhac , Chul Lee , Gahyeon Kim , Seonghyun Park , An Gia Vien , Truong Thanh Nhat Mai , Howoon Yoon , Tu Vo , Alexander Holston , Sheir Zaheer , Chan Y. Park

NTIRE 2025 Challenge on Image Super-Resolution ($\times$4): Methods and Results

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

NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results

This paper reviews the NTIRE2021 challenge on burst super-resolution. Given a RAW noisy burst as input, the task in the challenge was to generate a clean RGB image with 4 times higher resolution. The challenge contained two tracks; Track 1…

Computer Vision and Pattern Recognition · Computer Science 2021-06-08 Goutam Bhat , Martin Danelljan , Radu Timofte , Kazutoshi Akita , Wooyeong Cho , Haoqiang Fan , Lanpeng Jia , Daeshik Kim , Bruno Lecouat , Youwei Li , Shuaicheng Liu , Ziluan Liu , Ziwei Luo , Takahiro Maeda , Julien Mairal , Christian Micheloni , Xuan Mo , Takeru Oba , Pavel Ostyakov , Jean Ponce , Sanghyeok Son , Jian Sun , Norimichi Ukita , Rao Muhammad Umer , Youliang Yan , Lei Yu , Magauiya Zhussip , Xueyi Zou

NTIRE 2020 Challenge on Image Demoireing: Methods and Results

This paper reviews the Challenge on Image Demoireing that was part of the New Trends in Image Restoration and Enhancement (NTIRE) workshop, held in conjunction with CVPR 2020. Demoireing is a difficult task of removing moire patterns from…

Computer Vision and Pattern Recognition · Computer Science 2020-05-08 Shanxin Yuan , Radu Timofte , Ales Leonardis , Gregory Slabaugh , Xiaotong Luo , Jiangtao Zhang , Yanyun Qu , Ming Hong , Yuan Xie , Cuihua Li , Dejia Xu , Yihao Chu , Qingyan Sun , Shuai Liu , Ziyao Zong , Nan Nan , Chenghua Li , Sangmin Kim , Hyungjoon Nam , Jisu Kim , Jechang Jeong , Manri Cheon , Sung-Jun Yoon , Byungyeon Kang , Junwoo Lee , Bolun Zheng , Xiaohong Liu , Linhui Dai , Jun Chen , Xi Cheng , Zhenyong Fu , Jian Yang , Chul Lee , An Gia Vien , Hyunkook Park , Sabari Nathan , M. Parisa Beham , S Mohamed Mansoor Roomi , Florian Lemarchand , Maxime Pelcat , Erwan Nogues , Densen Puthussery , Hrishikesh P S , Jiji C , Ashish Sinha , Xuan Zhao

NTIRE 2023 Quality Assessment of Video Enhancement Challenge

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

NTIRE 2026 3D Restoration and Reconstruction in Real-world Adverse Conditions: RealX3D Challenge Results

This paper presents a comprehensive review of the NTIRE 2026 3D Restoration and Reconstruction (3DRR) Challenge, detailing the proposed methods and results. The challenge seeks to identify robust reconstruction pipelines that are robust…

Computer Vision and Pattern Recognition · Computer Science 2026-04-30 Shuhong Liu , Chenyu Bao , Ziteng Cui , Xuangeng Chu , Bin Ren , Lin Gu , Xiang Chen , Mingrui Li , Long Ma , Marcos V. Conde , Radu Timofte , Yun Liu , Ryo Umagami , Tomohiro Hashimoto , Zijian Hu , Yuan Gan , Tianhan Xu , Yusuke Kurose , Tatsuya Harada , Junwei Yuan , Gengjia Chang , Xining Ge , Mache You , Qida Cao , Zeliang Li , Xinyuan Hu , Hongde Gu , Changyue Shi , Jiajun Ding , Zhou Yu , Jun Yu , Seungsang Oh , Fei Wang , Donggun Kim , Zhiliang Wu , Seho Ahn , Xinye Zheng , Kun Li , Yanyan Wei , Weisi Lin , Dizhe Zhang , Yuchao Chen , Meixi Song , Hanqing Wang , Haoran Feng , Lu Qi , Jiaao Shan , Yang Gu , Jiacheng Liu , Shiyu Liu , Kui Jiang , Junjun Jiang , Runyu Zhu , Sixun Dong , Qingxia Ye , Zhiqiang Zhang , Zhihua Xu , Zhiwei Wang , Phan The Son , Zhimiao Shi , Zixuan Guo , Xueming Fu , Lixia Han , Changhe Liu , Zhenyu Zhao , Manabu Tsukada , Zheng Zhang , Zihan Zhai , Tingting Li , Ziyang Zheng , Yuhao Liu , Dingju Wang , Jeongbin You , Younghyuk Kim , Il-Youp Kwak , Mingzhe Lyu , Junbo Yang , Wenhan Yang , Hongsen Zhang , Jinqiang Cui , Hong Zhang , Haojie Guo , Hantang Li , Qiang Zhu , Bowen He , Xiandong Meng , Debin Zhao , Xiaopeng Fan , Wei Zhou , Linzhe Jiang , Linfeng Li , Louzhe Xu , Qi Xu , Hang Song , Chenkun Guo , Weizhi Nie , Yufei Li , Xingan Zhan , Zhanqi Shi , Dufeng Zhang , Boyuan Tian , Jingshuo Zeng , Gang He , Yubao Fu , Weijie Wang , Cunchuan Huang

NTIRE 2021 Challenge on Perceptual Image Quality Assessment

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…

Image and Video Processing · Electrical Eng. & Systems 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

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge

This paper reports on the NTIRE 2024 Quality Assessment of AI-Generated Content Challenge, which will be held in conjunction with the New Trends in Image Restoration and Enhancement Workshop (NTIRE) at CVPR 2024. This challenge is to…

Computer Vision and Pattern Recognition · Computer Science 2024-05-08 Xiaohong Liu , Xiongkuo Min , Guangtao Zhai , Chunyi Li , Tengchuan Kou , Wei Sun , Haoning Wu , Yixuan Gao , Yuqin Cao , Zicheng Zhang , Xiele Wu , Radu Timofte , Fei Peng , Huiyuan Fu , Anlong Ming , Chuanming Wang , Huadong Ma , Shuai He , Zifei Dou , Shu Chen , Huacong Zhang , Haiyi Xie , Chengwei Wang , Baoying Chen , Jishen Zeng , Jianquan Yang , Weigang Wang , Xi Fang , Xiaoxin Lv , Jun Yan , Tianwu Zhi , Yabin Zhang , Yaohui Li , Yang Li , Jingwen Xu , Jianzhao Liu , Yiting Liao , Junlin Li , Zihao Yu , Yiting Lu , Xin Li , Hossein Motamednia , S. Farhad Hosseini-Benvidi , Fengbin Guan , Ahmad Mahmoudi-Aznaveh , Azadeh Mansouri , Ganzorig Gankhuyag , Kihwan Yoon , Yifang Xu , Haotian Fan , Fangyuan Kong , Shiling Zhao , Weifeng Dong , Haibing Yin , Li Zhu , Zhiling Wang , Bingchen Huang , Avinab Saha , Sandeep Mishra , Shashank Gupta , Rajesh Sureddi , Oindrila Saha , Luigi Celona , Simone Bianco , Paolo Napoletano , Raimondo Schettini , Junfeng Yang , Jing Fu , Wei Zhang , Wenzhi Cao , Limei Liu , Han Peng , Weijun Yuan , Zhan Li , Yihang Cheng , Yifan Deng , Haohui Li , Bowen Qu , Yao Li , Shuqing Luo , Shunzhou Wang , Wei Gao , Zihao Lu , Marcos V. Conde , Xinrui Wang , Zhibo Chen , Ruling Liao , Yan Ye , Qiulin Wang , Bing Li , Zhaokun Zhou , Miao Geng , Rui Chen , Xin Tao , Xiaoyu Liang , Shangkun Sun , Xingyuan Ma , Jiaze Li , Mengduo Yang , Haoran Xu , Jie Zhou , Shiding Zhu , Bohan Yu , Pengfei Chen , Xinrui Xu , Jiabin Shen , Zhichao Duan , Erfan Asadi , Jiahe Liu , Qi Yan , Youran Qu , Xiaohui Zeng , Lele Wang , Renjie Liao

NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results

This paper reviews the first challenge on high-dynamic range (HDR) imaging that was part of the New Trends in Image Restoration and Enhancement (NTIRE) workshop, held in conjunction with CVPR 2021. This manuscript focuses on the newly…

Computer Vision and Pattern Recognition · Computer Science 2021-06-04 Eduardo Pérez-Pellitero , Sibi Catley-Chandar , Aleš Leonardis , Radu Timofte

NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge

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

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results

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

NTIRE 2025 Challenge on Video Quality Enhancement for Video Conferencing: Datasets, Methods and Results

This paper presents a comprehensive review of the 1st Challenge on Video Quality Enhancement for Video Conferencing held at the NTIRE workshop at CVPR 2025, and highlights the problem statement, datasets, proposed solutions, and results.…

Computer Vision and Pattern Recognition · Computer Science 2025-05-27 Varun Jain , Zongwei Wu , Quan Zou , Louis Florentin , Henrik Turbell , Sandeep Siddhartha , Radu Timofte , others

NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results

This paper reports on the NTIRE 2025 XGC Quality Assessment Challenge, which will be held in conjunction with the New Trends in Image Restoration and Enhancement Workshop (NTIRE) at CVPR 2025. This challenge is to address a major challenge…

Computer Vision and Pattern Recognition · Computer Science 2025-06-04 Xiaohong Liu , Xiongkuo Min , Qiang Hu , Xiaoyun Zhang , Jie Guo , Guangtao Zhai , Shushi Wang , Yingjie Zhou , Lu Liu , Jingxin Li , Liu Yang , Farong Wen , Li Xu , Yanwei Jiang , Xilei Zhu , Chunyi Li , Zicheng Zhang , Huiyu Duan , Xiele Wu , Yixuan Gao , Yuqin Cao , Jun Jia , Wei Sun , Jiezhang Cao , Radu Timofte , Baojun Li , Jiamian Huang , Dan Luo , Tao Liu , Weixia Zhang , Bingkun Zheng , Junlin Chen , Ruikai Zhou , Meiya Chen , Yu Wang , Hao Jiang , Xiantao Li , Yuxiang Jiang , Jun Tang , Yimeng Zhao , Bo Hu , Zelu Qi , Chaoyang Zhang , Fei Zhao , Ping Shi , Lingzhi Fu , Heng Cong , Shuai He , Rongyu Zhang , Jiarong He , Zongyao Hu , Wei Luo , Zihao Yu , Fengbin Guan , Yiting Lu , Xin Li , Zhibo Chen , Mengjing Su , Yi Wang , Tuo Chen , Chunxiao Li , Shuaiyu Zhao , Jiaxin Wen , Chuyi Lin , Sitong Liu , Ningxin Chu , Jing Wan , Yu Zhou , Baoying Chen , Jishen Zeng , Jiarui Liu , Xianjin Liu , Xin Chen , Lanzhi Zhou , Hangyu Li , You Han , Bibo Xiang , Zhenjie Liu , Jianzhang Lu , Jialin Gui , Renjie Lu , Shangfei Wang , Donghao Zhou , Jingyu Lin , Quanjian Song , Jiancheng Huang , Yufeng Yang , Changwei Wang , Shupeng Zhong , Yang Yang , Lihuo He , Jia Liu , Yuting Xing , Tida Fang , Yuchun Jin

NTIRE 2021 Challenge on Video Super-Resolution

Super-Resolution (SR) is a fundamental computer vision task that aims to obtain a high-resolution clean image from the given low-resolution counterpart. This paper reviews the NTIRE 2021 Challenge on Video Super-Resolution. We present…

Computer Vision and Pattern Recognition · Computer Science 2021-05-11 Sanghyun Son , Suyoung Lee , Seungjun Nah , Radu Timofte , Kyoung Mu Lee

NTIRE 2020 Challenge on NonHomogeneous Dehazing

This paper reviews the NTIRE 2020 Challenge on NonHomogeneous Dehazing of images (restoration of rich details in hazy image). We focus on the proposed solutions and their results evaluated on NH-Haze, a novel dataset consisting of 55 pairs…

Computer Vision and Pattern Recognition · Computer Science 2020-05-08 Codruta O. Ancuti , Cosmin Ancuti , Florin-Alexandru Vasluianu , Radu Timofte , Jing Liu , Haiyan Wu , Yuan Xie , Yanyun Qu , Lizhuang Ma , Ziling Huang , Qili Deng , Ju-Chin Chao , Tsung-Shan Yang , Peng-Wen Chen , Po-Min Hsu , Tzu-Yi Liao , Chung-En Sun , Pei-Yuan Wu , Jeonghyeok Do , Jongmin Park , Munchurl Kim , Kareem Metwaly , Xuelu Li , Tiantong Guo , Vishal Monga , Mingzhao Yu , Venkateswararao Cherukuri , Shiue-Yuan Chuang , Tsung-Nan Lin , David Lee , Jerome Chang , Zhan-Han Wang , Yu-Bang Chang , Chang-Hong Lin , Yu Dong , Hongyu Zhou , Xiangzhen Kong , Sourya Dipta Das , Saikat Dutta , Xuan Zhao , Bing Ouyang , Dennis Estrada , Meiqi Wang , Tianqi Su , Siyi Chen , Bangyong Sun , Vincent Whannou de Dravo , Zhe Yu , Pratik Narang , Aryan Mehra , Navaneeth Raghunath , Murari Mandal

Dr.Bokeh: DiffeRentiable Occlusion-aware Bokeh Rendering

Bokeh is widely used in photography to draw attention to the subject while effectively isolating distractions in the background. Computational methods simulate bokeh effects without relying on a physical camera lens. However, in the realm…

Graphics · Computer Science 2023-08-21 Yichen Sheng , Zixun Yu , Lu Ling , Zhiwen Cao , Cecilia Zhang , Xin Lu , Ke Xian , Haiting Lin , Bedrich Benes