Vehicle matching in smart camera networks using image projection profiles at multiple instances

作者:

Highlights:

• We propose a novel method for vehicle appearance modeling and matching.

• A key novelty is automatic collection of good observations for matching.

• Our method is robust in real-world scenarios.

• Our method outperforms more complex object matching methods.

• Our method is data and computationally efficient, deployable on smart cameras.

摘要

•We propose a novel method for vehicle appearance modeling and matching.•A key novelty is automatic collection of good observations for matching.•Our method is robust in real-world scenarios.•Our method outperforms more complex object matching methods.•Our method is data and computationally efficient, deployable on smart cameras.

论文关键词:Multi-camera tracking,Feature extraction,Appearance modeling,Object recognition,Traffic surveillance

论文评审过程:Received 31 August 2012, Revised 8 April 2013, Accepted 19 June 2013, Available online 3 July 2013.

论文官网地址:https://doi.org/10.1016/j.imavis.2013.06.007