Low-Rank Tensor Completion with Spatio-Temporal Consistency

@inproceedings{Wang2014LowRankTC,
  title={Low-Rank Tensor Completion with Spatio-Temporal Consistency},
  author={Hua Wang and Feiping Nie and Heng Huang},
  booktitle={AAAI},
  year={2014}
}
Video completion is a computer vision technique to recover the missing values in video sequences by filling the unknown regions with the known information. In recent research, tensor completion, a generalization of matrix completion for higher order data, emerges as a new solution to estimate the missing information in video with the assumption that the video frames are homogenous and correlated. However, each video clip often stores the heterogeneous episodes and the correlations among all… CONTINUE READING
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