Share Email Print
cover

Proceedings Paper

Performance evaluation of correlation filters for target tracking
Format Member Price Non-Member Price
PDF $14.40 $18.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

A performance evaluation of several state-of-the-art correlation filters within the context of target tracking is presented. The filters are tested using an introduced algorithm that is adapted online using information of current and past scene frames of the scene. The algorithm achieves a high-rate operation by focusing signal processing on a small fragment of the scene in each frame. The correlation filters are tested using several video test sequences that contain geometric modifications of the target, partial occlusions and clutter. The performance of the tested filters is characterized in terms of detection efficiency, tracking accuracy, and computational complexity using objective metrics.

Paper Details

Date Published: 22 September 2015
PDF: 6 pages
Proc. SPIE 9599, Applications of Digital Image Processing XXXVIII, 959904 (22 September 2015); doi: 10.1117/12.2188433
Show Author Affiliations
Leopoldo N. Gaxiola, Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)
Victor H. Diaz-Ramirez, Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)
Juan J. Tapia, Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)
Pascuala García-Martínez, Univ. de València (Spain)
Andres Cuevas, Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)


Published in SPIE Proceedings Vol. 9599:
Applications of Digital Image Processing XXXVIII
Andrew G. Tescher, Editor(s)

© SPIE. Terms of Use
Back to Top