Journal ArticleDOI
Objective image fusion performance measure
Costas Xydeas,Vladimir Petrovic +1 more
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TLDR
Experimental results clearly indicate that this metric reflects the quality of visual information obtained from the fusion of input images and can be used to compare the performance of different image fusion algorithms.Abstract:
A measure for objectively assessing the pixel level fusion performance is defined. The proposed metric reflects the quality of visual information obtained from the fusion of input images and can be used to compare the performance of different image fusion algorithms. Experimental results clearly indicate that this metric is perceptually meaningful.read more
Citations
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Journal ArticleDOI
Area level fusion of Multi-focused Images using Multi-Stationary Wavelet Packet Transform
TL;DR: The Multi-Wavelet Transform of image signals produces a non-redundant image representation, which provides better spatial and spectral localization of image formation than discrete wavelet transform.
Journal ArticleDOI
Extraction of well-exposed pixels for image fusion with a sub-banding technique for high dynamic range images
TL;DR: A new method for image fusion with sub-band architecture for fusing the multiple-exposure images of natural scenes by transforming the pixel-based enhancement in the image using Dynamic Refined Adaptive Weight (DRAW) map is presented.
Journal ArticleDOI
Remote sensing image fusion method based on discrete wavelet and multiscale morphological transform in the IHS color space
TL;DR: The results have proved that the proposed remote sensing image fusion method not only fully preserves the spectral information of the source MS image but also inherits the rich spatial details of thesource PAN image while, achieves high efficiency in image fusion.
Proceedings ArticleDOI
Dynamic image fusion performance evaluation
TL;DR: The proposed system is shown to exhibit better evaluation accuracy, robustness and sensitivity when compared to existing dynamic fusion metrics on an evaluation of several established image fusion algorithms applied to multi- sensor sequences from an array of dynamic fusion scenarios.
Journal ArticleDOI
Medical image fusion based on hybrid three-layer decomposition model and nuclear norm
TL;DR: Subjective and objective experiments confirm that the proposed algorithm has a distinct advantage compared with other state-of-the-art algorithms.
References
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Journal ArticleDOI
Multisensor image fusion using the wavelet transform
TL;DR: In this article, an image fusion scheme based on the wavelet transform is presented, where wavelet transforms of the input images are appropriately combined, and the new image is obtained by taking the inverse wavelet transformation of the fused wavelet coefficients.
Book
The Perception of Visual Information
TL;DR: This book examines the current status of what is known (and not known) about human vision, how human observers interpret visual data, and how to present such data to facilitate their interpretation and use.
Proceedings ArticleDOI
Cross-band pixel selection in multiresolution image fusion
Vladimir Petrovic,Costas Xydeas +1 more
TL;DR: Preliminary subjective image fusion results demonstrate clearly the advantage which the proposed cross-band selection technique offers, when compared to conventional area based pixel selection.