1.
IEEE Trans Pattern Anal Mach Intell
; 44(5): 2293-2312, 2022 05.
Artigo
em Inglês
| MEDLINE
| ID: mdl-33237854
RESUMO
This 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.