Spatio-temporal Correlation Described and Analysis Method of Video Event Based on Case Frame

Authors

Ke Jia, 1. School of Management, Jiangsu University, Zhenjiang 212013, China;;2. School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang 212013, China;;
Yongzhao Zhan, 2. School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang 212013, China;;
Xiaojun Chen, 3. Affiliated Hospital of Jiangsu University, Zhenjiang 212013, China;;
Manrong Wang, 4. Jiangsu University Library, Zhenjiang 212013, China;

Abstract

Abstract: In the mass of video resources, how to describe and represent video event content is one of hot issues in the current multimedia information processing. The original theory of case grammar for natural language understanding was extended; Case Frame was designed to describe the relationships between the structures of complex events in the sub-events. In Ref_Asso, which is one of relationships, spatio-temporal correlation was analyzed and reasoned among sub-events. In the experimental part, Case Semantic Frame Net was used to describe and understand the typical complex events in surveillance video. And results of users' retrieval were compared; in which video test set was described respectively with Case Semantic Frame Net and traditional Case grammar. Experiment results show that the new method can more accurately describe and understand complex events, and has a higher precision and recall rate in video retrieval.

Recommended Citation

Jia, Ke; Zhan, Yongzhao; Chen, Xiaojun; and Wang, Manrong (2020) "Spatio-temporal Correlation Described and Analysis Method of Video Event Based on Case Frame," Journal of System Simulation: Vol. 27: Iss. 4, Article 14.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol27/iss4/14

First Page

770

Revised Date

2014-04-11

DOI Link

https://doi.org/

Last Page

778

CLC

TP391.9

Recommended Citation

Ke Jia, Zhan Yongzhao, Chen Xiaojun, Wang Manrong. Spatio-temporal Correlation Described and Analysis Method of Video Event Based on Case Frame[J]. Journal of System Simulation, 2015, 27(4): 770-778.