CrowdPic: An interactive and selective picture collection framework for participatory sensing systems

Huihui Chen, Bin Guo, Zhiwen Yu, Shenlong Huangfu, Wenqian Nan, Wenle Wu

科研成果: 书/报告/会议事项章节会议稿件同行评审

8 引用 (Scopus)

摘要

Taking pictures is a commonly-seen participatory sensing manner, and has been explored in many application areas. However, in a participatory image collection system, people are sensitive to the cost of network transmission and power, which may impact their willingness to participate. Moreover, in crowd image sensing, redundant data with varied quality may be contributed by different participants, which should be carefully processed and selected at the server side. In this paper, we propose Crowd Pic, a generic framework for mobile picture crowd sourcing. In Crowd Pic, in order to increase participants' willingness, we leverage multi-round interactions between clients and the server to reduce the redundant data transmission. Meanwhile, we use the sensors of the mobile devices to evaluate the quality of pictures, and select the best picture to be used. Experiments over a dataset collected by 38 recruited participants validate the effectiveness of our framework.

源语言英语
主期刊名Proceedings - 2014 IEEE International Conference on Computer and Information Technology, CIT 2014
出版商Institute of Electrical and Electronics Engineers Inc.
512-519
页数8
ISBN(电子版)9781479962389
DOI
出版状态已出版 - 12 12月 2014
活动14th IEEE International Conference on Computer and Information Technology, CIT 2014 - Xi'an, Shaanxi, 中国
期限: 11 9月 201413 9月 2014

出版系列

姓名Proceedings - 2014 IEEE International Conference on Computer and Information Technology, CIT 2014

会议

会议14th IEEE International Conference on Computer and Information Technology, CIT 2014
国家/地区中国
Xi'an, Shaanxi
时期11/09/1413/09/14

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