NTIRE 2023视频增强质量评估挑战赛
计算机视觉与模式识别
2023-07-20 v1 多媒体
图像与视频处理
摘要
本文报道NTIRE 2023视频增强质量评估挑战赛，该赛事与CVPR 2023的新趋势图像复原与增强研讨会（NTIRE）联合举办。本挑战赛旨在解决视频处理领域的一大挑战，即增强视频的视频质量评估（VQA）。挑战赛采用感知视频增强VQA数据集（VDPVE），共含1211段增强视频，包括600段色彩、亮度与对比度增强视频，310段去模糊视频及301段去抖视频。挑战赛共有167名注册参与者。61支参赛队伍在开发阶段提交了预测结果，总计3168次提交。最终测试阶段，37支参赛队伍共提交176次结果。最终，19支参赛队伍提交了模型与事实表，并详述所用方法。部分方法取得优于基线方法的结果，获胜方法展现出卓越的预测性能。
引用
@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}
}