10456

Real-Time Motion Artifact Compensation for PMD-ToF Images

T. Hoegg, D. Lefloch, A. Kolb
Christ-Elektronik GmbH, Alpenstr. 34, 87700 Memmingen, Germany; University of Siegen, Hoelderlinstr. 3, 57076 Siegen, Germany

@article{hoeggreal,

   title={Real-Time Motion Artifact Compensation for PMD-ToF Images},

   author={Hoegg, Thomas and Lefloch, Damien and Kolb, Andreas}

}

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Time-of-Flight (ToF) cameras gained a lot of scientific attention and became a vivid field of research in the last years. A still remaining problem of ToF cameras are motion artifacts in dynamic scenes. This paper presents a new preprocessing method for a fast motion artifact compensation. We introduce a ow like algorithm that supports motion estimation, search field reduction and motion field optimization. The main focus lies on real-time processing capabilities. The approach is extensively tested and compared against other motion compensation techniques. For the evaluation, we use quantitative (ground-truth data, statistic error comparison) and qualitative (real environments, visual comparison) test methods. We show, that our proposed algorithm runs in real-time within a GPU based processing hardware (using NVIDIA Cuda) and corrects motion artifacts in a reliable way.
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