5 January 2004 Correlation tracking based on wavelet domain information
Author Affiliations +
Abstract
Tracking moving objects in video can be carried out by correlating a template containing object pixels of the current frame. This approach may produce erronous results under noise. We determine a set of significant pixels on the object by analyzing the wavelet transform of the template and correlate only these pixels with the current frame to determine the position of the object. These significant pixels are easily trackable features of the image and incrase the performance of the tracker.
© (2004) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Huseyin Levent Ipek, Huseyin Levent Ipek, I. Yilmaz, I. Yilmaz, Yasemin C. Yardimci, Yasemin C. Yardimci, Ahmet Enis Cetin, Ahmet Enis Cetin, } "Correlation tracking based on wavelet domain information", Proc. SPIE 5204, Signal and Data Processing of Small Targets 2003, (5 January 2004); doi: 10.1117/12.507932; https://doi.org/10.1117/12.507932
PROCEEDINGS
9 PAGES


SHARE
Back to Top