Partial Projection Filter for Signal Restoration in the Presence of Signal Space Noise
Summary :
The problem of signal restoration in the presence of observation space noise has been tackled extensively. However, restoration of degraded signals in the presence of signal space noise leads to considerable complexity because it becomes difficult to distinguish between the original signal and the noise. In this paper, a partial projection filter has been devised for the restoration of signals degraded by both the signal space and the observation space noises. A closed form of the proposed filter has been derived and its performance has been verified experimentally.
- Publication
- IEICE TRANSACTIONS on Information Vol.E87-D No.12 pp.2828-2836
- Publication Date
- 2004/12/01
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- PAPER
- Category
- Image Processing and Video Processing
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Aqeel SYED, Hidemitsu OGAWA, "Partial Projection Filter for Signal Restoration in the Presence of Signal Space Noise" in IEICE TRANSACTIONS on Information,
vol. E87-D, no. 12, pp. 2828-2836, December 2004, doi: .
Abstract: The problem of signal restoration in the presence of observation space noise has been tackled extensively. However, restoration of degraded signals in the presence of signal space noise leads to considerable complexity because it becomes difficult to distinguish between the original signal and the noise. In this paper, a partial projection filter has been devised for the restoration of signals degraded by both the signal space and the observation space noises. A closed form of the proposed filter has been derived and its performance has been verified experimentally.
URL: https://global.ieice.org/en_transactions/information/10.1587/e87-d_12_2828/_p
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@ARTICLE{e87-d_12_2828,
author={Aqeel SYED, Hidemitsu OGAWA, },
journal={IEICE TRANSACTIONS on Information},
title={Partial Projection Filter for Signal Restoration in the Presence of Signal Space Noise},
year={2004},
volume={E87-D},
number={12},
pages={2828-2836},
abstract={The problem of signal restoration in the presence of observation space noise has been tackled extensively. However, restoration of degraded signals in the presence of signal space noise leads to considerable complexity because it becomes difficult to distinguish between the original signal and the noise. In this paper, a partial projection filter has been devised for the restoration of signals degraded by both the signal space and the observation space noises. A closed form of the proposed filter has been derived and its performance has been verified experimentally.},
keywords={},
doi={},
ISSN={},
month={December},}
Copy
TY - JOUR
TI - Partial Projection Filter for Signal Restoration in the Presence of Signal Space Noise
T2 - IEICE TRANSACTIONS on Information
SP - 2828
EP - 2836
AU - Aqeel SYED
AU - Hidemitsu OGAWA
PY - 2004
DO -
JO - IEICE TRANSACTIONS on Information
SN -
VL - E87-D
IS - 12
JA - IEICE TRANSACTIONS on Information
Y1 - December 2004
AB - The problem of signal restoration in the presence of observation space noise has been tackled extensively. However, restoration of degraded signals in the presence of signal space noise leads to considerable complexity because it becomes difficult to distinguish between the original signal and the noise. In this paper, a partial projection filter has been devised for the restoration of signals degraded by both the signal space and the observation space noises. A closed form of the proposed filter has been derived and its performance has been verified experimentally.
ER -
English
