Earticle

초록

영어

We address the issue of continuous tracking of the target in an environment covered by multiple cameras. In such a scenario, target handoff is a key problem. In this paper, we propose a novel target handoff method based on appearance model inheriting and learning. The appearance model is initially learned by sparse representation using the tracking results in the first camera. The next camera inherits the appearance model for target handoff and updates it after getting the whole tracking results. Then, the appearance model is transferred to the following camera. By the appearance model inheriting and learning, the appearance model can describe the target more and more precisely, which will make the target handoff more accurately and effectively. We also demonstrate the performance of our method on several video surveillance sequences.

목차

Abstract
 1. Introduction
 2. Related Work
 3. Target Handoff with Appearance Model Inheriting and Learning
  3.1. Appearance Model based on Sparse Representation
  3.2 Appearance Model Inheriting for Target Handoff
  3.3 Appearance Model Learning
 4. Experimental Results
  4.1 Target Handoff between Two Cameras
  4.2 Target Handoff in Three Cameras
 5. Conclusion
 References

키워드

저자

• Wenhui Dong [ College of Physics and Electronic engineering, Dezhou University, Dezhou 253023, China ]
• Peishu Qu [ College of Physics and Electronic engineering, Dezhou University, Dezhou 253023, China ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Signal Processing, Image Processing and Pattern Recognition

• 간기

  격월간

• pISSN

  2005-4254

• 수록기간

  2008~2016

• 십진분류

  KDC 505 DDC 605