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For real-time evaluation of the position and orientation of the human head using depth image, we propose a novel algorithm, the dynamic random regression forests (DRRF), which enhances the conventional random forests (RF) in four aspects. Firstly, the DRRF employs the boosting strategy for data induction to upgrade the learning quality; secondly, the key parameters are optimized in a dynamic manner...
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