Adaptive temporal compressive sensing for video

TitleAdaptive temporal compressive sensing for video
Publication TypeJournal Article
Year of Publication2013
AuthorsX Yuan, J Yang, P Llull, X Liao, G Sapiro, DJ Brady, and L Carin
Journal2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings
Start Page14
Pagination14 - 18
Date Published01/2013
Abstract

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.

DOI10.1109/ICIP.2013.6738004
Short Title2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings