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
Multi-focus image fusion using sharpness criteria for visual sensor networks in wavelet domain
Mohammad Abdipour,Mehdi Nooshyar +1 more
TL;DR: The proposed method remarkably reduces the amount of distortion artifacts and contrast loss due to the fact that variance and spatial frequency-based fusion significantly enhances reliability in feature selection and data fusion procedures.
Proceedings ArticleDOI
An overview of image fusion metrics
Qiang Wang,Daren Yu,Yi Shen +2 more
TL;DR: The applications and restrictions of performance evaluation metrics such as statistics feature related, information theory related, correlation information entropy, information deviation and etc are discussed.
Journal ArticleDOI
Fusion of Medical Sensors Using Adaptive Cloud Model in Local Laplacian Pyramid Domain
TL;DR: Experiments show that the proposed LLP+ACM significantly improves detail information with high contrast and reduces the color distortion of the fused images in both subjective and objective evaluations.
Journal ArticleDOI
A variational method for multisource remote-sensing image fusion
TL;DR: In this paper, a pixel-based variational model for image fusion using gradient features is proposed, where the fused image should have a gradient that is close to the most salient gradient in the multisource inputs.
Proceedings ArticleDOI
Multi-focus image fusion in DCT domain based on correlation coefficient
TL;DR: An efficient, new and simple method is proposed for multi-focus image fusion which is based on correlation coefficient calculation in the discrete cosine transform (DCT) domain which shows that the output image quality is better than that of the previous methods.
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.