4.6 Article

Multimodal image fusion via coupled feature learning

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Integrated fusion framework based on semicoupled sparse tensor factorization for spatio-temporal-spectral fusion of remote sensing images

Yidong Peng et al.

Summary: A novel integrated spatio-temporal-spectral fusion framework is proposed based on semicoupled sparse tensor factorization to generate high-resolution images by blending multisource observations. The method effectively exploits relationships across different domains and can handle multicomplementary spatial, temporal, and spectral information of remote sensing data based on a single unified model. Experiments demonstrate the effectiveness and efficiency of the proposed method in various data fusion scenarios.

INFORMATION FUSION (2021)

Article Computer Science, Artificial Intelligence

Recent advances and new guidelines on hyperspectral and multispectral image fusion

Renwei Dian et al.

Summary: This paper provides a comprehensive review and categorization of hyperspectral image (HSI) and multispectral image (MSI) fusion methods, including pan-sharpening, matrix factorization, tensor representation, and deep convolution neural network. The characteristics, discussions, and comparisons of various fusion methods are introduced, along with the existing challenges and potential future directions for HSI-MSI fusion.

INFORMATION FUSION (2021)

Article Computer Science, Artificial Intelligence

Medical image fusion based on convolutional neural networks and non-subsampled contourlet transform

Zeyu Wang et al.

Summary: A novel multimodal medical image fusion method based on NSCT and CNN is proposed in this paper, which not only solves the problem of CNN inability to be directly used in medical image fusion, but also demonstrates its effectiveness in fusing multimodal medical images through subjective and objective evaluations.

EXPERT SYSTEMS WITH APPLICATIONS (2021)

Article Computer Science, Artificial Intelligence

An infrared and visible image fusion method based on multi-scale transformation and norm optimization

Guofa Li et al.

Summary: This paper proposes a new infrared and visible image fusion method based on multi-scale transformation and norm optimization, which uses a new loss function and the split Bregman method for image fusion. Experimental results show that the method outperforms others in highlighting targets and retaining effective detail information.

INFORMATION FUSION (2021)

Article Engineering, Electrical & Electronic

Infrared and visible image fusion based on edge-preserving guided filter and infrared feature decomposition

Long Ren et al.

Summary: The research proposes a new image fusion method combining infrared and visible images based on scale decomposition and feature decomposition, utilizing edgepreserving guided filter and improving filtering effects. Experimental results demonstrate better subjective and objective evaluation compared with state-of-the-art methods.

SIGNAL PROCESSING (2021)

Review Engineering, Electrical & Electronic

Multimodal medical image fusion review: Theoretical background and recent advances

Haithem Hermessi et al.

Summary: The article discusses the development and application of medical image fusion methods, exploring the theoretical backgrounds and approaches of different fusion categories, summarizing the pros and cons of each category, and proposing directions for future research.

SIGNAL PROCESSING (2021)

Article Engineering, Electrical & Electronic

Error Analysis and Accuracy Calibration Method of U-Tube Coriolis Mass Flowmeter Under Pulsating Flow

Hai Yang et al.

Summary: This article introduces a method to improve the accuracy of U-tube CMF under pulsating flow, based on variable step-size LMS filter and Hilbert transform. Experimental results show that the stability and accuracy of the proposed algorithm are better than that of the traditional CMF phase difference calibration method.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2021)

Article Engineering, Electrical & Electronic

Multimodal Medical Image Sensor Fusion Model Using Sparse K-SVD Dictionary Learning in Nonsubsampled Shearlet Domain

Sneha Singh et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2020)

Review Mathematical & Computational Biology

A Review of Multimodal Medical Image Fusion Techniques

Bing Huang et al.

COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2020)

Review Computer Science, Artificial Intelligence

Object fusion tracking based on visible and infrared images: A comprehensive review

Xingchen Zhang et al.

INFORMATION FUSION (2020)

Article Computer Science, Artificial Intelligence

Multimodal medical image fusion algorithm in the era of big data

Wei Tan et al.

NEURAL COMPUTING & APPLICATIONS (2020)

Article Engineering, Electrical & Electronic

Bayesian fusion for infrared and visible images

Zixiang Zhao et al.

SIGNAL PROCESSING (2020)

Article Engineering, Electrical & Electronic

Laplacian Redecomposition for Multimodal Medical Image Fusion

Xiaoxiao Li et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2020)

Article Engineering, Electrical & Electronic

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

Ming Yin et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2019)

Article Engineering, Electrical & Electronic

Medical Image Fusion via Convolutional Sparsity Based Morphological Component Analysis

Yu Liu et al.

IEEE SIGNAL PROCESSING LETTERS (2019)

Article Engineering, Electrical & Electronic

An Efficient Coupled Dictionary Learning Method

Farshad G. Veshki et al.

IEEE SIGNAL PROCESSING LETTERS (2019)

Article Instruments & Instrumentation

Infrared and visible image fusion with ResNet and zero-phase component analysis

Hui Li et al.

INFRARED PHYSICS & TECHNOLOGY (2019)

Article Computer Science, Artificial Intelligence

The fusion of panchromatic and multispectral remote sensing images via tensor-based sparse modeling and hyper-Laplacian prior

Liang-Jian Deng et al.

INFORMATION FUSION (2019)

Article Computer Science, Information Systems

Fusion of anatomical and functional images using parallel saliency features

Jiao Du et al.

INFORMATION SCIENCES (2018)

Article Computer Science, Artificial Intelligence

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

Huafeng Li et al.

PATTERN RECOGNITION (2018)

Article Computer Science, Artificial Intelligence

Anatomical-Functional Image Fusion by Information of Interest in Local Laplacian Filtering Domain

Jiao Du et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2017)

Article Computer Science, Artificial Intelligence

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

Shutao Li et al.

INFORMATION FUSION (2017)

Article Engineering, Electrical & Electronic

Image Fusion With Convolutional Sparse Representation

Yu Liu et al.

IEEE SIGNAL PROCESSING LETTERS (2016)

Article Computer Science, Artificial Intelligence

Efficient Algorithms for Convolutional Sparse Representations

Brendt Wohlberg

IEEE TRANSACTIONS ON IMAGE PROCESSING (2016)

Article Computer Science, Artificial Intelligence

Medical image fusion by combining parallel features on multi-scale local extrema scheme

Jiao Du et al.

KNOWLEDGE-BASED SYSTEMS (2016)

Article Computer Science, Artificial Intelligence

Union Laplacian pyramid with multiple features for medical image fusion

Jiao Du et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

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

Yu Liu et al.

INFORMATION FUSION (2015)

Article Computer Science, Artificial Intelligence

Image fusion with morphological component analysis

Yong Jiang et al.

INFORMATION FUSION (2014)

Article Computer Science, Artificial Intelligence

Objective Quality Assessment of Tone-Mapped Images

Hojatollah Yeganeh et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2013)

Article Computer Science, Artificial Intelligence

A new image fusion performance metric based on visual information fidelity

Yu Han et al.

INFORMATION FUSION (2013)

Article Computer Science, Artificial Intelligence

Coupled Dictionary Training for Image Super-Resolution

Jianchao Yang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2012)

Article Computer Science, Artificial Intelligence

Pixel-level image fusion with simultaneous orthogonal matching pursuit

Bin Yang et al.

INFORMATION FUSION (2012)

Article Computer Science, Hardware & Architecture

A non-reference image fusion metric based on mutual information of image features

Mohammad Bagher Akbari Haghighat et al.

COMPUTERS & ELECTRICAL ENGINEERING (2011)

Article Computer Science, Interdisciplinary Applications

The extensible open-source rigid and affine image registration module of the Medical Imaging Interaction Toolkit (MITK)

D. Stein et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2010)

Article Computer Science, Interdisciplinary Applications

elastix: A Toolbox for Intensity-Based Medical Image Registration

Stefan Klein et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2010)

Article Computer Science, Artificial Intelligence

A new automated quality assessment algorithm for image fusion

Yin Chen et al.

IMAGE AND VISION COMPUTING (2009)

Article Computer Science, Artificial Intelligence

A novel similarity based quality metric for image fusion

Cui Yang et al.

INFORMATION FUSION (2008)

Article Engineering, Electrical & Electronic

K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation

Michal Aharon et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2006)

Article Computer Science, Artificial Intelligence

Image quality assessment: From error visibility to structural similarity

Z Wang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2004)

Article Engineering, Electrical & Electronic

Objective image fusion performance measure

CS Xydeas et al.

ELECTRONICS LETTERS (2000)