Adaptive temporal compressive sensing for video

  title={Adaptive temporal compressive sensing for video},
  author={X. Yuan and Jianbo Yang and P. Llull and X. Liao and G. Sapiro and D. Brady and L. Carin},
  journal={2013 IEEE International Conference on Image Processing},
  • X. Yuan, Jianbo Yang, +4 authors L. Carin
  • Published 2013
  • Computer Science, Mathematics
  • 2013 IEEE International Conference on Image Processing
  • This paper introduces the concept of adaptive temporal compressive sensing (CS) for video. We propose a CS algorithm to adapt the compression ratio based on the scene's temporal complexity, computed from the compressed data, without compromising the quality of the reconstructed video. The temporal adaptivity is manifested by manipulating the integration time of the camera, opening the possibility to realtime implementation. The proposed algorithm is a generalized temporal CS approach that can… CONTINUE READING

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