A review on multimodal medical image fusion: Compendious analysis of medical modalities, multimodal databases, fusion techniques and quality metrics

An image quality enhancement scheme employing adolescent identity search algorithm in the NSST domain for multimodal medical image fusion

(2021) Jais Jose et al.   Biomedical Signal Processing and Control

Multimodal medical image fusion review: Theoretical background and recent advances

(2021) Haithem Hermessi et al.   SIGNAL PROCESSING

Image fusion meets deep learning: A survey and perspective

(2021) Hao Zhang et al.   Information Fusion

Research of Multimodal Medical Image Fusion Based on Parameter-Adaptive Pulse-Coupled Neural Network and Convolutional Sparse Representation

(2020) Jingming Xia et al.   Computational and Mathematical Methods in Medicine

Multimodal Medical Image Fusion Techniques – A Review

(2020) T. Tirupal et al.   Current Signal Transduction Therapy

Entropy-Based Image Fusion with Joint Sparse Representation and Rolling Guidance Filter

(2020) Yudan Liu et al.   Entropy

Noise-robust image fusion with low-rank sparse decomposition guided by external patch prior

(2020) Huafeng Li et al.   INFORMATION SCIENCES

Multimodal medical image fusion using empirical wavelet decomposition and local energy maxima

(2020) Srinivasu Polinati et al.   OPTIK

Image fusion via sparse regularization with non-convex penalties

(2020) Nantheera Anantrasirichai et al.   PATTERN RECOGNITION LETTERS

Medical image fusion using a modified shark smell optimization algorithm and hybrid wavelet-homomorphic filter

(2020) Lina Xu et al.   Biomedical Signal Processing and Control

Multi-modality medical image fusion based on separable dictionary learning and Gabor filtering

(2020) Qiu Hu et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Haar wavelet transform–based optimal Bayesian method for medical image fusion

(2020) Jayant Bhardwaj et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Survey study of multimodality medical image fusion methods

(2020) Nahed Tawfik et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An improved multimodal medical image fusion scheme based on hybrid combination of nonsubsampled contourlet transform and stationary wavelet transform

(2019) Sharma Dileepkumar Ramlal et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Medical Image Fusion via Convolutional Sparsity Based Morphological Component Analysis

(2019) Yu Liu et al.   IEEE SIGNAL PROCESSING LETTERS

Automatic diagnosis of fungal keratitis using data augmentation and image fusion with deep convolutional neural network

(2019) Zhi Liu et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

From Pyramids to state-of-the-art: A study and Comprehensive Comparison of Visible - Infrared Image Fusion Algorithms

(2019) Apoorav Sharma et al.   IET Image Processing

Automated Medical Diagnosis System Based on Multi-modality Image Fusion and Deep Learning

(2019) Abeer D. Algarni   WIRELESS PERSONAL COMMUNICATIONS

Multi-modal Medical Image Fusion based on Two-scale Image Decomposition and Sparse Representation

(2019) Sarmad Maqsood et al.   Biomedical Signal Processing and Control

Gradient structural similarity based gradient filtering for multi-modal image fusion

(2019) Zhizhong Fu et al.   Information Fusion

IFCNN: A general image fusion framework based on convolutional neural network

(2019) Yu Zhang et al.   Information Fusion

Multi-modal neuroimaging feature selection with consistent metric constraint for diagnosis of Alzheimer's disease

(2019) Xiaoke Hao et al.   MEDICAL IMAGE ANALYSIS

Analysis-synthesis dictionary pair learning and patch saliency measure for image fusion

(2019) Yafei Zhang et al.   SIGNAL PROCESSING

A novel improved deep convolutional neural network model for medical image fusion

(2018) Kai-jian Xia et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Medical images fusion by using weighted least squares filter and sparse representation

(2018) Wei Jiang et al.   COMPUTERS & ELECTRICAL ENGINEERING

Multimodal image fusion using sparse representation classification in tetrolet domain

(2018) Hamid Reza Shahdoosti et al.   DIGITAL SIGNAL PROCESSING

Optimum Wavelet Based Homomorphic Medical Image Fusion Using Hybrid Genetic – Grey Wolf Optimization Algorithm

(2018) Ebenezer Daniel   IEEE SENSORS JOURNAL

Medical Image Fusion With Parameter-Adaptive Pulse Coupled Neural Network in Nonsubsampled Shearlet Transform Domain

(2018) Ming Yin et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review

(2018) Qiang Zhang et al.   Information Fusion

A novel multi-modality image fusion method based on image decomposition and sparse representation

(2018) Zhiqin Zhu et al.   INFORMATION SCIENCES

SWT and PCA image fusion methods for multi-modal imagery

(2018) Rabia Bashir et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Joint medical image fusion, denoising and enhancement via discriminative low-rank sparse dictionaries learning

(2018) Huafeng Li et al.   PATTERN RECOGNITION

Multimodal medical image fusion using non-subsampled shearlet transform and pulse coupled neural network incorporated with morphological gradient

(2018) Sharma Dileepkumar Ramlal et al.   Signal Image and Video Processing

A survey on region based image fusion methods

(2018) Bikash Meher et al.   Information Fusion

Pixel-level image fusion: A survey of the state of the art

(2017) Shutao Li et al.   Information Fusion

Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning

(2017) Olfa Ben Ahmed et al.   NEUROCOMPUTING

Multimodal Sensor Medical Image Fusion Based on Type-2 Fuzzy Logic in NSCT Domain

(2016) Yong Yang et al.   IEEE SENSORS JOURNAL

Image Fusion With Convolutional Sparse Representation

(2016) Yu Liu et al.   IEEE SIGNAL PROCESSING LETTERS

An adaptive fusion approach for infrared and visible images based on NSCT and compressed sensing

(2016) Qiong Zhang et al.   INFRARED PHYSICS & TECHNOLOGY

An overview of multi-modal medical image fusion

(2016) Jiao Du et al.   NEUROCOMPUTING

Discriminative Learning for Alzheimer's Disease Diagnosis via Canonical Correlation Analysis and Multimodal Fusion

(2016) Baiying Lei et al.   Frontiers in Aging Neuroscience

Object Recognition Based on the Context Aware Decision-Level Fusion in Multiviews Imagery

(2015) Fatemeh Tabib Mahmoudi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Corrections to “A Neuro-Fuzzy Approach for Medical Image Fusion” [Dec 13 3347-3353]

(2015) Sudeb Das et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A general framework for image fusion based on multi-scale transform and sparse representation

(2015) Yu Liu et al.   Information Fusion

Multi-atlas and label fusion approach for patient-specific MRI based skull estimation

(2015) Angel Torrado-Carvajal et al.   MAGNETIC RESONANCE IN MEDICINE

Deep learning

(2015) Yann LeCun et al.   NATURE

Big Data for Health

(2015) Javier Andreu-Perez et al.   IEEE Journal of Biomedical and Health Informatics

Discrete Cosine Transform-based Image Fusion

(2014) V. Naidu   DEFENCE SCIENCE JOURNAL

Medical image fusion: A survey of the state of the art

(2014) Alex Pappachen James et al.   Information Fusion

Medical image fusion based on hybrid intelligence

(2013) Kavitha C.T. et al.   APPLIED SOFT COMPUTING

A Neuro-Fuzzy Approach for Medical Image Fusion

(2013) Sudeb Das et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Image Fusion With Guided Filtering

(2013) Shutao Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

NSCT-based multimodal medical image fusion using pulse-coupled neural network and modified spatial frequency

(2012) Sudeb Das et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

MRI and PET image fusion by combining IHS and retina-inspired models

(2009) Sabalan Daneshvar et al.   Information Fusion

Multimodality medical image fusion based on multiscale geometric analysis of contourlet transform

(2008) L. Yang et al.   NEUROCOMPUTING

Medical image fusion using m-PCNN

(2007) Zhaobin Wang et al.   Information Fusion