1 INTRODUCTION

2 GENERALIZED FOUNDATIONS OF NSVAD

3 UNSUPERVISED VIDEO ANOMALY DETECTION

4 WEAKLY-SUPERVISED VIDEO ANOMALY DETECTION

5 FULLY UNSUPERVISED VIDEO ANOMALY DETECTION

6 MODEL EVALUATION

7 RESEARCH CASES

8 DISCUSSION AND SUMMARY