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
Focus-pixel estimation and optimization for multi-focus image fusion
TL;DR: In this article , a focus-pixel estimation and optimization based multi-focus image fusion framework is proposed to integrate the focused pixels and remove redundant information of each source image, and the boundaries of focused and defocused regions are also fused to reduce the influence of insufficient boundary precision.
Proceedings ArticleDOI
Multiscale Image Fusion Using the Undecimated Wavelet Transform With Non-Orthogonal Filter Banks
TL;DR: It is shown that the combination of the Undecimated Wavelet Transform with a new class of nonorthogonal filter banks leads to a fusion framework which is able to significantly outperform traditional multiscale fusion approaches for a large group of images, derived from different sensor modalities.
Journal ArticleDOI
MLF: A mimic layered fusion method for infrared and visible video
TL;DR: Wang et al. as mentioned in this paper proposed a mimic layered fusion method for infrared and visible video, which is based on layered fusion discrimination mechanism and can effectively improve the fusion quality of IR and VIS video.
Journal ArticleDOI
An Image Fusion Technique Based on Hadamard Transform and HVS
TL;DR: In this work, Human Visual System (HVS) is investigated for image fusion in the HT domain and the performance of the proposed method is analyzed and compared with Discrete Wavelet Transform (DWT) based image fusion technique.
Proceedings ArticleDOI
Monotonic correlation analysis of image quality measures for image fusion
TL;DR: This work introduces a novel monotonic correlation coefficient to investigate how well possible IQ features correlate to actual human performance, which is measured by a perception study.
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.