论文标题
建立基于视频质量评估的框架，以增强腹腔镜视频
Towards a Video Quality Assessment based Framework for Enhancement of Laparoscopic Videos
论文作者
论文摘要
腹腔镜视频可能会受到不同扭曲的影响，这可能会影响手术的表现并引入手术错误。在这项工作中，我们提出了一个框架，用于使用视频质量评估自动检测和识别这种扭曲及其严重性。这项工作中提出了三个主要贡献（i）针对腹腔镜手术的新型视频增强框架的提案； （ii）由专家以及非专家观察者评估的腹腔镜视频质量评估的公开数据库以及（iii）腹腔镜视频的客观视频质量评估，包括其与专家和非专家分数的相关性。
Laparoscopic videos can be affected by different distortions which may impact the performance of surgery and introduce surgical errors. In this work, we propose a framework for automatically detecting and identifying such distortions and their severity using video quality assessment. There are three major contributions presented in this work (i) a proposal for a novel video enhancement framework for laparoscopic surgery; (ii) a publicly available database for quality assessment of laparoscopic videos evaluated by expert as well as non-expert observers and (iii) objective video quality assessment of laparoscopic videos including their correlations with expert and non-expert scores.
