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VADS: Visual attention detection with a smartphone

  • Zhiping Jiang
  • , Jinsong Han
  • , Chen Qian
  • , Wei Xi
  • , Kun Zhao
  • , Han Ding
  • , Shaojie Tang
  • , Jizhong Zhao
  • , Panlong Yang
  • Xi'an Jiaotong University
  • University of Kentucky
  • University of Texas at Dallas
  • PLA University of Science and Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

17 引用 (Scopus)

摘要

Identifying the object that attracts human visual attention is an essential function for automatic services in smart environments. However, existing solutions can compute the gaze direction without providing the distance to the target. In addition, most of them rely on special devices or infrastructure support. This paper explores the possibility of using a smartphone to detect the visual attention of a user. By applying the proposed VADS system, acquiring the location of the intended object only requires one simple action: gazing at the intended object and holding up the smartphone so that the object as well as user's face can be simultaneously captured by the front and rear cameras. We extend the current advances of computer vision to develop efficient algorithms to obtain the distance between the camera and user, the user's gaze direction, and the object's direction from camera. The object's location can then be computed by solving a trigonometric problem. VADS has been prototyped on commercial off-the-shelf (COTS) devices. Extensive evaluation results show that VADS achieves low error (about 1.5° in angle and 0.15m in distance for objects within 12m) as well as short latency. We believe that VADS enables a large variety of applications in smart environments.

源语言英语
主期刊名IEEE INFOCOM 2016 - 35th Annual IEEE International Conference on Computer Communications
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781467399531
DOI
出版状态已出版 - 27 7月 2016
活动35th Annual IEEE International Conference on Computer Communications, IEEE INFOCOM 2016 - San Francisco, 美国
期限: 10 4月 201614 4月 2016

出版系列

姓名Proceedings - IEEE INFOCOM
2016-July
ISSN(印刷版)0743-166X

会议

会议35th Annual IEEE International Conference on Computer Communications, IEEE INFOCOM 2016
国家/地区美国
San Francisco
时期10/04/1614/04/16

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