Accès ouvert déclaré
2025
preprint
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
Bin Ren, Hang Guo, Lei Sun, Zongwei Wu, Radu Timofte, Yawei Li, Yao Zhang, Xinning Chai, Zhi‐Lin Cheng, Yuwei Qin, Yucai Yang, Li Song, Hongyuan Yu, Pufan Xu, Zhijuan Huang, Shuyuan Cui, Chenjun Li, Xuehai Hu, Pan Pan, Xin Zhang, Heng Zhang, Qing Luo, Linyan Jiang, Haibo Lei, Qifang Gao, Yaqing Li, Weihua Luo, Tsing Li, Qing Wang, Yi Liu, Yang Wang, Hongyu An, Liou Zhang, Shijie Zhao, Lianhong Song, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Mengyang Wang, Ruilong Guo, Qian Wang, Qingliang Liu, Cheng Yang, Davinci, E. Gu, Pinxin Liu, Yongsheng Yu, Hua Hang, Yunlong Tang, Shihao Wang, Yukun Yang, Zhiyu Zhang, Jiyu Wu, Jiancheng Huang, Yifan Liu, Yi‐Wen Huang, Shifeng Chen, Rui Chen, Yi Feng, Mingxi Li, Xiangji Wu, Z.Y. Liu, Jinyang Zhong, Kihwan Yoon, Ganzorig Gankhuyag, Shengdong Zhong, Mingyang Wu, Renjie Li, Yushen Zuo, Zhengzhong Tu, Guannan Chen, Yuan Tian, Wenhui Chen, Weijun Yuan, Zhan Li, Yihang Chen, Yifan Deng, Ruting Deng, Yilin Zhang, Huan Qun Zheng, Yanyan Wei, Wenxuan Zhao, Suiyi Zhao, Fei Wang, Ke Li, Yinggan Tang, Mengjie Su, Jae-Hyeon Lee, Ui‐Jin Choi, Tingting Shao, Yuqing Zhang, Mengcheng Ma, D. S. Ko, Jiun Lee, Yuxuan Jiang, Qiang Zhu, Siyue Teng, Fan Zhang, Shuyuan Zhu, Bing Zeng, David Bull, Jing Hu, Hui Deng, Xuan Zhang, Lin Zhu, Qinrui Fan, Weijian Deng, Junnan Wu, Wenqin Deng, Yuquan Liu, Zhaohong Xu, Jameer Babu Pinjari, Kuldeep Purohit, Zeyu Xiao, Zhuoyuan Li, Surya Vashisth, Akshay A. Dudhane, Praful Hambarde, Sachin Chaudhary, Satya Naryan Tazi, Prashant P. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Wei-Chen Shen, I-Hsiang Chen, Yunzhe Xu, Chen Zhao, Zhizhou Chen, Akram Khatami-Rizi, Ahmad Mahmoudi-Aznaveh, Alejandro Merino, Bruno Longarela, Javier Abad, Marcos V. Conde, Simone Bianco, Luca Cogo
0Citations signalées, ce qui n’est pas une note de qualité
0Institutions déclarées
0Pays d’affiliation déclarés
Le résumé fourni par la source
This paper presents a comprehensive review of the NTIRE 2025 Challenge on Single-Image Efficient Super-Resolution (ESR). The challenge aimed to advance the development of deep models that optimize key computational metrics, i.e., runtime, parameters, and FLOPs, while achieving a PSNR of at least 26.90 dB on the $\operatorname{DIV2K\_LSDIR\_valid}$ dataset and 26.99 dB on the $\operatorname{DIV2K\_LSDIR\_test}$ dataset. A robust participation saw \textbf{244} registered entrants, with \textbf{43} teams submitting valid entries. This report meticulously analyzes these methods and results, emphasizing groundbreaking advancements in state-of-the-art single-image ESR techniques. The analysis highlights innovative approaches and establishes benchmarks for future research in the field.
Ce résumé expose les affirmations des auteurs. BNTIC ne l’interprète pas comme une validation indépendante des résultats.
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Les sujets associés
Advanced Image Processing TechniquesSparse and Compressive Sensing TechniquesImage and Video Quality Assessment