Title
A Fast Filtering Mechanism to Improve Efficiency of Large-scale Video Analytics
Abstract
Surveillance cameras are ubiquitous around us. Emerging full-feature object-detection models can analyze surveillance videos with high accuracy but consume much computation. Directly applying these models for practical scenarios with large-scale cameras is prohibitively expensive. This, however, is wasteful and unnecessary considering that user-defined anomalies occur rarely among these videos. Th...
Year
DOI
Venue
2020
10.1109/TC.2020.2970413
IEEE Transactions on Computers
Keywords
DocType
Volume
Streaming media,Computational modeling,Graphics processing units,Visual analytics,Real-time systems,Analytical models,Object detection
Journal
69
Issue
ISSN
Citations 
6
0018-9340
0
PageRank 
References 
Authors
0.34
0
6
Name
Order
Citations
PageRank
Chen Zhang111241.68
Qiang Cao2178.39
Hong Jiang32137157.96
Wenhui Zhang429243.28
Jingjun Li561.86
Jie Yao6114.20