A novel multimodality anatomical image fusion method based on contrast and structure extraction

2021 ◽  
Author(s):  
Arbab Sufyan ◽  
Muhammad Imran ◽  
Syed Attique Shah ◽  
Hamayoun Shahwani ◽  
Arbab Abdul Wadood
Keyword(s):  
Image Fusion ◽  
Fusion Method ◽  
Anatomical Image ◽  
Image Fusion Method ◽  
Structure Extraction

Image Fusion Method Based on Multi-scale Directional Fast Guided Filter and Convolutional Sparse Representation

2019 ◽  
Vol 12 (3) ◽  
pp. 263-269
Author(s):  
Liu Xian-Hong ◽  
Chen Zhi-Bin
Keyword(s):  
Image Fusion ◽  
Sparse Representation ◽  
Filter Bank ◽  
Guided Filter ◽  
Fusion Method ◽  
Edge Preserving ◽  
Directional Information ◽  
Multi Scale ◽  
Directional Filter ◽  
Image Fusion Method

Background: A multi-scale multidirectional image fusion method is proposed, which introduces the Nonsubsampled Directional Filter Bank (NSDFB) into the multi-scale edge-preserving decomposition based on the fast guided filter. Methods: The proposed method has the advantages of preserving edges and extracting directional information simultaneously. In order to get better-fused sub-bands coefficients, a Convolutional Sparse Representation (CSR) based approximation sub-bands fusion rule is introduced and a Pulse Coupled Neural Network (PCNN) based detail sub-bands fusion strategy with New Sum of Modified Laplacian (NSML) to be the external input is also presented simultaneously. Results: Experimental results have demonstrated the superiority of the proposed method over conventional methods in terms of visual effects and objective evaluations. Conclusion: In this paper, combining fast guided filter and nonsubsampled directional filter bank, a multi-scale directional edge-preserving filter image fusion method is proposed. The proposed method has the features of edge-preserving and extracting directional information.

Gradient-based multi-focus image fusion method using convolution neural network

2021 ◽  
Vol 92 ◽  
pp. 107174
Author(s):  
Yang Zhou ◽  
Xiaomin Yang ◽  
Rongzhu Zhang ◽  
Kai Liu ◽  
Marco Anisetti ◽  
...  
Keyword(s):  
Neural Network ◽  
Image Fusion ◽  
Convolution Neural Network ◽  
Fusion Method ◽  
Gradient Based ◽  
Focus Image ◽  
Image Fusion Method

scholarly journals Infrared and Visible Image Fusion Method Based on ResNet in a Nonsubsampled Contourlet Transform Domain

IEEE Access ◽  
2021 ◽  
pp. 1-1
Author(s):  
Ce Gao ◽  
Donghao Qi ◽  
Yanchao Zhang ◽  
Congcong Song ◽  
Yi Yu
Keyword(s):  
Image Fusion ◽  
Contourlet Transform ◽  
Transform Domain ◽  
Fusion Method ◽  
Nonsubsampled Contourlet Transform ◽  
Visible Image ◽  
Image Fusion Method

scholarly journals HISTIF: A New Spatiotemporal Image Fusion Method for High-Resolution Monitoring of Crops at the Subfield Level

2020 ◽  
Vol 13 ◽  
pp. 4607-4626
Author(s):  
Jiale Jiang ◽  
Qiaofeng Zhang ◽  
Xia Yao ◽  
Yongchao Tian ◽  
Yan Zhu ◽  
...  
Keyword(s):  
High Resolution ◽  
Image Fusion ◽  
Fusion Method ◽  
Image Fusion Method

Image fusion method based on nonseparable wavelets

2005 ◽  
Vol 16 (3) ◽  
pp. 189-196 ◽  
Author(s):  
Liu Bin ◽  
Peng Jiaxiong
Keyword(s):  
Image Fusion ◽  
Fusion Method ◽  
Image Fusion Method

Hybrid multispectral image fusion method

2009 ◽  
Author(s):  
Tanish Zaveri ◽  
Ishit Makwana ◽  
Mukesh Zaveri
Keyword(s):  
Image Fusion ◽  
Multispectral Image ◽  
Fusion Method ◽  
Image Fusion Method
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