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In this paper, we propose a novel concept of region-of-unpredictable (ROU) to accelerate full-frame feature generation in video sequences. Due to the high correlation between successive frames, there are only few regions in which the features could not be estimated accurately from the previous frame called region-of-unpredictable (ROU). We develop a scheme combining partial feature extraction in ROU...
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