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18th International Conference on Pattern Recognition (ICPR'06) Volume 1
Real-Time Multi-Frame Analysis of Dominant Translation
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
Alexander Sibiryakov, Visual Information Laboratory, Mutsubishi Electric, Guildford, United Kingdom
Miroslaw Bober, Visual Information Laboratory, Mutsubishi Electric, Guildford, United Kingdom
This paper describes an ultraTfast method ,for estimation of translational motion in video sequences. The method is based on the princkle that 2 0 image translation results in translation of imageprojections. To obtain superior robustness and accuracy we developed a multiTfranie e-xtension, which robustly integrates motion information over time. Our methodgives reliable results even when video images are blurred by significant and rapid motion and in the presence of independent local motions. The estimation process is very fast: on a standard desktop computer without using any hardwareor assembler-based optimization it works at a rate of 1400 fps (VGA frame size), exceeding real-time requirements and is typically 500 times faster than some prior-art approaches, including 2 0 phase correlation. Our method also provides a ve ry compact description of a video,frame, applicable to motion analysis and other video processing tasks in low-cost DSP systems.
Citation:
Alexander Sibiryakov, Miroslaw Bober, "Real-Time Multi-Frame Analysis of Dominant Translation," icpr, vol. 1, pp.55-58, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006
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