Block Wiener-based image registration for moving target indication

This paper develops a block Wiener-based image registration method to align consecutive frames in a video sequence. The main purpose of this registration technique is to serve as a processing step in a moving target indication (MTI) algorithm, where subsequent steps include frame-to-frame differenci...

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Veröffentlicht in:Image and vision computing 2009-05, Vol.27 (6), p.694-703
Hauptverfasser: Kaplan, Lance M., Nasrabadi, Nasser M.
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper develops a block Wiener-based image registration method to align consecutive frames in a video sequence. The main purpose of this registration technique is to serve as a processing step in a moving target indication (MTI) algorithm, where subsequent steps include frame-to-frame differencing and thresholding. Experiments show that the block Wiener-based approach is computationally efficient and effective in terms of facilitating a MTI. These experiments compare the block Wiener-based against traditional global parametric registration, pixel-based Wiener registration, block-based motion compensation, and state-of-the-art phase-based registration.
ISSN:0262-8856
1872-8138
DOI:10.1016/j.imavis.2008.07.008