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
Medical image fusion based on nuclear norm minimization
TL;DR: Experimental results show that the proposed medical image fusion method is superior to other methods in both subjectively visual performance and objective criteria.
Journal ArticleDOI
Fusion of medical images based on salient features extraction by PSO optimized fuzzy logic in NSST domain
TL;DR: Experiments on fusion of grayscale, color and ultrasound multimodal medical images show that the proposed image fusion algorithm based on visual salience detection has advantages on retention of image salient features.
Journal ArticleDOI
Improved Guided Image Fusion for Magnetic Resonance and Computed Tomography Imaging
TL;DR: Improved guided image fusion for magnetic resonance and computed tomography imaging and different modifications in filter and weight maps (with different levels) are proposed to overcome limitations of existing guided filtering scheme.
Journal ArticleDOI
Multimodal image seamless fusion
TL;DR: Experiments were conducted on several pairs of multimodal images to verify the effectiveness and superiority of the proposed image fusion algorithm compared to the state-of-the-art methods.
Proceedings ArticleDOI
Image fusion of the Terahertz-visual NAECON Grand Challenge data
TL;DR: It is found that THz image characterization did not necessarily follow a distinct Gaussian distribution, THz imagery fusion with visual data supported target detection, and that image analysis enhanced target assessment.
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.