Reconstruction of high-resolution image frames from a sequence of low-resolution and compressed observations. Segall, C. A., Molina, R., Katsaggelos, A. K., & Mateos, J. In IEEE International Conference on Acoustics Speech and Signal Processing, volume 2, pages II–1701–II–1704, may, 2002. IEEE, IEEE.
Reconstruction of high-resolution image frames from a sequence of low-resolution and compressed observations [link]Paper  doi  abstract   bibtex   
A framework for recovering high-resolution information from a sequence of sub-sampled and compressed observations is presented. Compression schemes that describe a video sequence through a combination of motion vectors and transform coefficients are the focus (e.g. the MPEG and ITU family of standards), and we consider the influence of both the motion vectors and transform coefficients within the reconstruction algorithm. A Bayesian approach is utilized to incorporate the information, and results show a discernable improvement in resolution, as compared to standard interpolation methods.
@inproceedings{segall2002reconstruction,
abstract = {A framework for recovering high-resolution information from a sequence of sub-sampled and compressed observations is presented. Compression schemes that describe a video sequence through a combination of motion vectors and transform coefficients are the focus (e.g. the MPEG and ITU family of standards), and we consider the influence of both the motion vectors and transform coefficients within the reconstruction algorithm. A Bayesian approach is utilized to incorporate the information, and results show a discernable improvement in resolution, as compared to standard interpolation methods.},
author = {Segall, C. Andrew and Molina, Rafael and Katsaggelos, Aggelos K. and Mateos, Javier},
booktitle = {IEEE International Conference on Acoustics Speech and Signal Processing},
doi = {10.1109/ICASSP.2002.5744948},
isbn = {0-7803-7402-9},
issn = {15206149},
month = {may},
organization = {IEEE},
pages = {II--1701--II--1704},
publisher = {IEEE},
title = {{Reconstruction of high-resolution image frames from a sequence of low-resolution and compressed observations}},
url = {http://ieeexplore.ieee.org/document/5744948/},
volume = {2},
year = {2002}
}

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