论文标题
单场景视频异常检测的调查
A Survey of Single-Scene Video Anomaly Detection
论文作者
论文摘要
这篇调查文章总结了有关单个场景的视频提要中关于异常检测主题的研究趋势。我们讨论各种问题配方，公开可用的数据集和评估标准。我们将过去的研究分类和位置为直观的分类法，并对许多算法在标准测试集中的准确性进行了全面比较。最后，我们还提供了最佳实践，并为将来的研究提出了一些可能的方向。
This survey article summarizes research trends on the topic of anomaly detection in video feeds of a single scene. We discuss the various problem formulations, publicly available datasets and evaluation criteria. We categorize and situate past research into an intuitive taxonomy and provide a comprehensive comparison of the accuracy of many algorithms on standard test sets. Finally, we also provide best practices and suggest some possible directions for future research.
