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STATISTICS OF NATURAL FUSED IMAGE DISTORTIONS

Abstract: 

The capability to automatically evaluate the quality of long wave infrared (LWIR) and visible light images has the potential to play an important role in determining and controlling the quality of a resulting fused LWIR-visible image. Extensive work has been conducted on studying the statistics of natural LWIR and visible light images. Nonetheless, there has been little work done on analyzing the statistics of fused images and associated distortions. In this paper, we study the natural scene statistics (NSS) of fused images and how they are affected by several common types of distortions, including blur, white noise, JPEG compression, and non-uniformity (NU). Based on the results of a separate subjective study on the quality of pristine and degraded fused images, we propose an opinion-aware (OA) fused image quality analyzer, whose relative predictions with respect to other state-of-the-art metrics correlate better with human perceptual evaluations.

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Paper Details

Authors:
David Moreno-Villamarin, Hernan Benitez-Restrepo, Alan Bovik
Submitted On:
7 March 2017 - 11:52pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
David Moreno-Villamarin
Paper Code:
IVMSP-L2/3
Document Year:
2017
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NEWpresentation-statistics-natural.pdf

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[1] David Moreno-Villamarin, Hernan Benitez-Restrepo, Alan Bovik, "STATISTICS OF NATURAL FUSED IMAGE DISTORTIONS", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1660. Accessed: Aug. 18, 2017.
@article{1660-17,
url = {http://sigport.org/1660},
author = {David Moreno-Villamarin; Hernan Benitez-Restrepo; Alan Bovik },
publisher = {IEEE SigPort},
title = {STATISTICS OF NATURAL FUSED IMAGE DISTORTIONS},
year = {2017} }
TY - EJOUR
T1 - STATISTICS OF NATURAL FUSED IMAGE DISTORTIONS
AU - David Moreno-Villamarin; Hernan Benitez-Restrepo; Alan Bovik
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1660
ER -
David Moreno-Villamarin, Hernan Benitez-Restrepo, Alan Bovik. (2017). STATISTICS OF NATURAL FUSED IMAGE DISTORTIONS. IEEE SigPort. http://sigport.org/1660
David Moreno-Villamarin, Hernan Benitez-Restrepo, Alan Bovik, 2017. STATISTICS OF NATURAL FUSED IMAGE DISTORTIONS. Available at: http://sigport.org/1660.
David Moreno-Villamarin, Hernan Benitez-Restrepo, Alan Bovik. (2017). "STATISTICS OF NATURAL FUSED IMAGE DISTORTIONS." Web.
1. David Moreno-Villamarin, Hernan Benitez-Restrepo, Alan Bovik. STATISTICS OF NATURAL FUSED IMAGE DISTORTIONS [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1660