Efficient Deep Models for Real-Time 4K Image Super-Resolution. NTIRE 2023 Benchmark and Report

This paper introduces a novel benchmark for efficient up-scaling as part of the NTIRE 2023 Real-Time Image Super-Resolution (RTSR) Challenge, which aimed to upscale images from 720p and 1080p resolution to native 4K (×2 and ×3 factors) in real-time on commercial GPUs. For this, we use a new test set...

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Bibliographic Details

Published in:	2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) pp. 1495 - 1521
Main Authors:	Conde, Marcos V., Zamfir, Eduard, Timofte, Radu, Motilla, Daniel, Liu, Cen, Zhang, Zexin, Peng, Yunbo, Lin, Yue, Guo, Jiaming, Zou, Xueyi, Chen, Yuyi, Liu, Yi, Hao, Jia, Yan, Youliang, Zhang, Yuanfan, Li, Gen, Sun, Lei, Kong, Lingshun, Bai, Haoran, Pan, Jinshan, Dong, Jiangxin, Tang, Jinhui, Ayazoglu, Mustafa, Bilecen, Bahri Batuhan, Li, Mingxi, Zhang, Yuhang, Fan, Xianjun, Sheng, Yankai, Sun, Long, Liu, Zibin, Gou, Weiran, Li, Shaoqing, Yi, Ziyao, Xiang, Yan, Kong, Dehui, Xu, Ke, Gankhuyag, Ganzorig, Yoon, Kihwan, Zhang, Jin, Yu, Gaocheng, Zhang, Feng, Wang, Hongbin, Zhou, Zhou, Chao, Jiahao, Gao, Hongfan, Gong, Jiali, Yang, Zhengfeng, Zeng, Zhenbing, Chen, Chengpeng, Guo, Zichao, Park, Anjin, Liu, Yuqing, Jia, Qi, Yu, Hongyuan, Yin, Xuanwu, Zuo, Kunlong, Zhang, Dongyang, Fu, Ting, Cheng, Zhengxue, Zhu, Shiai, Zhou, Dajiang, Yu, Weichen, Ge, Lin, Dong, Jiahua, Zou, Yajun, Wu, Zhuoyuan, Han, Binnan, Zhang, Xiaolin, Zhang, Heng, Shao, Ben, Zheng, Shaolong, Yin, Daheng, Chen, Baijun, Liu, Mengyang, Nistor, Marian-Sergiu, Chen, Yi-Chung, Huang, Zhi-Kai, Chiang, Yuan-Chun, Chen, Wei-Ting, Yang, Hao-Hsiang, Chang, Hua-En, Chen, I-Hsiang, Hsieh, Chia-Hsuan, Kuo, Sy-Yen, Vo, Tu, Yan, Qingsen, Zhu, Yun, Su, Jinqiu, Zhang, Yanning, Zhang, Cheng, Luo, Jiaying, Cho, Youngsun, Lee, Nakyung
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01-06-2023
Subjects:	Benchmark testing Digital art Interpolation Photography Runtime Superresolution Training
Online Access:	Get full text
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