A framework for food traceability information extraction based on a video surveillance system

被引:5
作者
Mao, Bo [1 ]
He, Jing [1 ,2 ]
Cao, Jie [1 ]
Bigger, Stephen W. [2 ]
Vasiljevic, Todor [3 ]
机构
[1] Nanjing Univ Finance & Econ, Collaborat Innovat Ctr Modern Grain Circulat & Sa, Coll Informat Engn, Nanjing, Jiangsu, Peoples R China
[2] Victoria Univ, Coll Engn & Sci, Melbourne, Vic 8001, Australia
[3] Victoria Univ, Coll Hlth & Biomed, Melbourne, Vic 8001, Australia
来源
3RD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, ITQM 2015 | 2015年 / 55卷
关键词
Traceability system; informaion retrival; data integration; CHAIN;
D O I
10.1016/j.procs.2015.07.139
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Food security is currently one of the most concerning problems in China. A traceability system is an effective method to improve the quality of food production. This system has been widely applied in several countries such as the US, Japan and the EU. However, in China, the creditability of traceability systems is not strong and many producers try to deceive the public by forging the data in such systems. In this paper, a video surveillance system-based traceability system is proposed which will significantly increase the forgery cost. In this system, subjects, such as vehicles or people, are firstly defined using a novel dynamic background model, then their trajectories are generated and connected using different cameras with a camera relation graph. The experimental results indicate that the proposed method can efficiently extract the object information from the video surveillance system and generate image-based traceability information to be used for further analysis. (C) 2015 Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:1285 / 1292
页数:8
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