Performance analysis and formative assessment of visual trackers using PETS critical infrastructure surveillance datasets

Longzhen Li; Tahir Nawaz; James M. Ferryman

doi:10.1117/1.JEI.28.4.043004

10 July 2019 Performance analysis and formative assessment of visual trackers using PETS critical infrastructure surveillance datasets

Longzhen Li, Tahir Nawaz, James M. Ferryman

Author Affiliations +

Funded by: European Union’s Seventh Framework Program, European Community Framework Program 7

Journal of Electronic Imaging, Vol. 28, Issue 4, 043004 (July 2019). https://doi.org/10.1117/1.JEI.28.4.043004

Abstract

Surveillance of perimeter of critical infrastructures (CIs) has gained a particular attention worldwide due to rising threats of terrorist incidents. However, the generation and dissemination of real-world, challenging datasets concerning CIs for performance assessment of surveillance tasks, particularly tracking, have widely been overlooked in the community. Recent performance evaluation of tracking and surveillance (PETS) workshops have sought to address this issue by introducing ample CI surveillance datasets. We demonstrate the effectiveness of these publicly released real-world PETS CI visual datasets by providing a comprehensive statistically significant performance analysis as well as formative assessment of several state-of-the-art multitarget trackers using well-known and recent performance assessment criteria.

Citation Download Citation

Longzhen Li, Tahir Nawaz, and James M. Ferryman "Performance analysis and formative assessment of visual trackers using PETS critical infrastructure surveillance datasets," Journal of Electronic Imaging 28(4), 043004 (10 July 2019). https://doi.org/10.1117/1.JEI.28.4.043004

Received: 5 March 2019; Accepted: 13 June 2019; Published: 10 July 2019

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

;

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE