I. Introduction  
A. Anomaly Detection versus Anomaly Localization  
B. Differences from Previous Surveys  
C. Contributions to this Article  

II. Background  
A. Problems and Challenges  
B. A Road Map of Anomaly Localization  

III. Taxonomy  

IV. Experiments  

V. Conclusion and Outlook