Correlation tracking based on wavelet domain information

Huseyin Levent Ipek; I. Yilmaz; Yasemin C. Yardimci; Ahmet Enis Cetin

doi:10.1117/12.507932

5 January 2004 Correlation tracking based on wavelet domain information

Huseyin Levent Ipek, I. Yilmaz, Yasemin C. Yardimci, Ahmet Enis Cetin

Proceedings Volume 5204, Signal and Data Processing of Small Targets 2003; (2004) https://doi.org/10.1117/12.507932
Event: Optical Science and Technology, SPIE's 48th Annual Meeting, 2003, San Diego, California, United States

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.

Citation Download Citation

Huseyin Levent Ipek, I. Yilmaz, Yasemin C. Yardimci, and Ahmet Enis Cetin "Correlation tracking based on wavelet domain information", Proc. SPIE 5204, Signal and Data Processing of Small Targets 2003, (5 January 2004); https://doi.org/10.1117/12.507932

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