CASIA OpenIR  > 智能感知与计算研究中心
Learning the three factors of a non-overlapping multi-camera network topology
Xiaotang Chen; Kaiqi Huang; Tieniu Tan
Conference NameChinese Conference on Pattern Recognition
Source Publication2012 5th Chinese Conference on Pattern Recognition
Conference Date2012
Conference PlaceChina
AbstractIn this paper, we propose an unsupervised approach for learning the three factors of the topology of a non-overlapping multi-camera network, which are nodes, links, and transition time distributions. It is a cross-correlation based method. Different from previous methods, the proposed method can deal with large amounts of data without considering the size of time window. The connectivity between nodes is estimated based on the N-neighbor accumulated cross-correlations, as well as the transition time distribution for each link. Furthermore, integrated with similarity cues, the proposed method can be extended into weighted cross-correlation models for better performance. Experimental results both on simulated and real-life datasets demonstrate the effectiveness of the proposed method.
KeywordTopology Recovering   transition Time Distribution   camera Network 
Document Type会议论文
Corresponding AuthorKaiqi Huang
Recommended Citation
GB/T 7714
Xiaotang Chen,Kaiqi Huang,Tieniu Tan. Learning the three factors of a non-overlapping multi-camera network topology[C],2012:104–112.
Files in This Item: Download All
File Name/Size DocType Version Access License
CCPR2012-Learning th(433KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Xiaotang Chen]'s Articles
[Kaiqi Huang]'s Articles
[Tieniu Tan]'s Articles
Baidu academic
Similar articles in Baidu academic
[Xiaotang Chen]'s Articles
[Kaiqi Huang]'s Articles
[Tieniu Tan]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Xiaotang Chen]'s Articles
[Kaiqi Huang]'s Articles
[Tieniu Tan]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: CCPR2012-Learning the Three Factors of a Non-overlapping Multi-camera Network Topology.pdf
Format: Adobe PDF
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.