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
Video fusion performance evaluation based on structural similarity and human visual perception
TL;DR: Several sets of experimental results demonstrate that the proposed metric can evaluate different video fusion algorithms accurately, and the evaluation results coincide with the subjective results well.
Dissertation
Information Fusion for Improved Motion Estimation
TL;DR: This thesis proposes and demonstrates that Information Fusion strategies may also be applied to combine the results of different Motion Estimation techniques in order to give more robust, more accurate and more timely motion estimates than are provided by any of the individual techniques alone.
Book ChapterDOI
Structural Similarity Based Anatomical and Functional Brain Imaging Fusion.
TL;DR: In this article, an end-to-end unsupervised learning based Convolutional Neural Network (CNN) was proposed for fusing the high and low frequency components of MRI-PET grayscale image pairs publicly available at ADNI by exploiting Structural Similarity Index (SSIM) as the loss function during training.
Journal ArticleDOI
A novel hybrid image fusion method based on integer lifting wavelet and discrete cosine transformer for visual sensor networks
TL;DR: An efficient hybrid image fusion method which is suitable for VSNs based on the integer lifting wavelet transform (ILWT) and the discrete cosine transformer (DCT) and which overcomes the loss of information, computational complexity, time and energy consumption and memory space.
Journal ArticleDOI
Theoretical analysis of Tsallis entropy-based quality measure for weighted averaging image fusion
TL;DR: It is demonstrated that the Tsallis-based quality measure violates the desired behaviors regarding the response to variation of signal-to-noise ratio and effect of entropy order on the measured quality sign.
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.