Compressed-sensing recovery of multiview image and video sequences using signal prediction

In the compressed sensing of multiview images and video sequences, signal prediction is incorporated into the reconstruction process in order to exploit the high degree of interview and temporal correlation common to multiview scenarios. Instead of recovering each individual frame independently, nei...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 72; no. 1; pp. 95 - 121
Main Authors:	Trocan, Maria, Tramel, Eric W., Fowler, James E., Pesquet, Beatrice
Format:	Journal Article
Language:	English
Published:	Boston Springer US 01.09.2014 Springer Springer Nature B.V
Subjects:	Algorithms Analysis Applied sciences Artificial intelligence Benchmarking Cameras Computer Communication Networks Computer Science Computer science; control theory; systems Data compression Data Structures and Information Theory Detection, estimation, filtering, equalization, prediction Exact sciences and technology Frames Gain Information, signal and communications theory Mathematical analysis Multimedia Multimedia computer applications Multimedia Information Systems Pattern recognition. Digital image processing. Computational geometry Performance evaluation Reconstruction Recovery Sensors Signal and communications theory Signal, noise Special Purpose and Application-Based Systems Studies Surveillance Telecommunications and information theory Temporal logic Signal prediction Multiviews Compressed sensing Multiple view Correlation compressed sensing Image processing Image sequence Video signal Sparse representation Recovery Signal detection
ISSN:	1380-7501, 1573-7721
Online Access:	Get full text
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