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Adaptive temporal compressive sensing for video

Publication ,  Journal Article
Yuan, X; Yang, J; Llull, P; Liao, X; Sapiro, G; Brady, DJ; Carin, L
Published in: 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings
January 1, 2013

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 be incorporated with a diverse set of existing hardware systems. © 2013 IEEE.

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2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings

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January 1, 2013

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14 / 18
 

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Yuan, X., Yang, J., Llull, P., Liao, X., Sapiro, G., Brady, D. J., & Carin, L. (2013). Adaptive temporal compressive sensing for video. 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, 14–18. https://doi.org/10.1109/ICIP.2013.6738004
Yuan, X., J. Yang, P. Llull, X. Liao, G. Sapiro, D. J. Brady, and L. Carin. “Adaptive temporal compressive sensing for video.” 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, January 1, 2013, 14–18. https://doi.org/10.1109/ICIP.2013.6738004.
Yuan X, Yang J, Llull P, Liao X, Sapiro G, Brady DJ, et al. Adaptive temporal compressive sensing for video. 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. 2013 Jan 1;14–8.
Yuan, X., et al. “Adaptive temporal compressive sensing for video.” 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, Jan. 2013, pp. 14–18. Scopus, doi:10.1109/ICIP.2013.6738004.
Yuan X, Yang J, Llull P, Liao X, Sapiro G, Brady DJ, Carin L. Adaptive temporal compressive sensing for video. 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. 2013 Jan 1;14–18.

Published In

2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings

DOI

Publication Date

January 1, 2013

Start / End Page

14 / 18