NTIRE 2023 Quality Assessment of Video Enhancement Challenge
Abstract
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 major challenge in the field of video processing, namely, video quality assessment (VQA) for enhanced videos. The challenge uses the VQA Dataset for Perceptual Video Enhancement (VDPVE), which has a total of 1211 enhanced videos, including 600 videos with color, brightness, and contrast enhancements, 310 videos with deblurring, and 301 deshaked videos. The challenge has a total of 167 registered participants. 61 participating teams submitted their prediction results during the development phase, with a total of 3168 submissions. A total of 176 submissions were submitted by 37 participating teams during the final testing phase. Finally, 19 participating teams submitted their models and fact sheets, and detailed the methods they used. Some methods have achieved better results than baseline methods, and the winning methods have demonstrated superior prediction performance.
Keywords
Cite
@article{arxiv.2307.09729,
title = {NTIRE 2023 Quality Assessment of Video Enhancement Challenge},
author = {Xiaohong Liu and Xiongkuo Min and Wei Sun and Yulun Zhang and Kai Zhang and Radu Timofte and Guangtao Zhai and Yixuan Gao and Yuqin Cao and Tengchuan Kou and Yunlong Dong and Ziheng Jia and Yilin Li and Wei Wu and Shuming Hu and Sibin Deng and Pengxiang Xiao and Ying Chen and Kai Li and Kai Zhao and Kun Yuan and Ming Sun and Heng Cong and Hao Wang and Lingzhi Fu and Yusheng Zhang and Rongyu Zhang and Hang Shi and Qihang Xu and Longan Xiao and Zhiliang Ma and Mirko Agarla and Luigi Celona and Claudio Rota and Raimondo Schettini and Zhiwei Huang and Yanan Li and Xiaotao Wang and Lei Lei and Hongye Liu and Wei Hong and Ironhead Chuang and Allen Lin and Drake Guan and Iris Chen and Kae Lou and Willy Huang and Yachun Tasi and Yvonne Kao and Haotian Fan and Fangyuan Kong and Shiqi Zhou and Hao Liu and Yu Lai and Shanshan Chen and Wenqi Wang and Haoning Wu and Chaofeng Chen and Chunzheng Zhu and Zekun Guo and Shiling Zhao and Haibing Yin and Hongkui Wang and Hanene Brachemi Meftah and Sid Ahmed Fezza and Wassim Hamidouche and Olivier Déforges and Tengfei Shi and Azadeh Mansouri and Hossein Motamednia and Amir Hossein Bakhtiari and Ahmad Mahmoudi Aznaveh},
journal= {arXiv preprint arXiv:2307.09729},
year = {2023}
}