标题
Image fusion meets deep learning: A survey and perspective
作者
关键词
Image fusion, Deep learning, Digital photography, Multi-modal, Sharpening
出版物
Information Fusion
Volume 76, Issue -, Pages 323-336
出版商
Elsevier BV
发表日期
2021-07-06
DOI
10.1016/j.inffus.2021.06.008
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- GTP-PNet: A residual learning network based on gradient transformation prior for pansharpening
- (2021) Hao Zhang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A review of multimodal image matching: Methods and applications
- (2021) Xingyu Jiang et al. Information Fusion
- EMFusion: An unsupervised enhanced medical image fusion network
- (2021) Han Xu et al. Information Fusion
- Attribute filter based infrared and visible image fusion
- (2021) Yan Mo et al. Information Fusion
- Application of Image Fusion in Diagnosis and Treatment of Liver Cancer
- (2020) Chengxi Li et al. Applied Sciences-Basel
- Object Fusion Tracking Based on Visible and Infrared Images: A Comprehensive Review
- (2020) Xingchen Zhang et al. Information Fusion
- Multi-Modality Medical Image Fusion Using Convolutional Neural Network and Contrast Pyramid
- (2020) Kunpeng Wang et al. SENSORS
- Band-Independent Encoder–Decoder Network for Pan-Sharpening of Remote Sensing Images
- (2020) Chi Liu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- HAM-MFN: Hyperspectral and Multispectral Image Multiscale Fusion Network With RAP Loss
- (2020) Shuang Xu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Infrared and visible image fusion using dual discriminators generative adversarial networks with Wasserstein distance
- (2020) Jing Li et al. INFORMATION SCIENCES
- Image Matching from Handcrafted to Deep Features: A Survey
- (2020) Jiayi Ma et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion
- (2020) Jiayi Ma et al. Information Fusion
- NDVI-Net: A fusion network for generating high-resolution normalized difference vegetation index in remote sensing
- (2020) Hao Zhang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- SESF-Fuse: an unsupervised deep model for multi-focus image fusion
- (2020) Boyuan Ma et al. NEURAL COMPUTING & APPLICATIONS
- Medical image fusion method based on dense block and deep convolutional generative adversarial network
- (2020) Cheng Zhao et al. NEURAL COMPUTING & APPLICATIONS
- NestFuse: An Infrared and Visible Image Fusion Architecture Based on Nest Connection and Spatial/Channel Attention Models
- (2020) Hui Li et al. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
- Multi-focus image fusion: A Survey of the state of the art
- (2020) Yu Liu et al. Information Fusion
- A review of image fusion techniques for pan-sharpening of high-resolution satellite imagery
- (2020) Farzaneh Dadrass Javan et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Structural Similarity Loss for Learning to Fuse Multi-Focus Images
- (2020) Xiang Yan et al. SENSORS
- Pan-Sharpening via Multiscale Dynamic Convolutional Neural Network
- (2020) Jianwen Hu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution
- (2020) Ke Zheng et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Deep unsupervised learning based on color un-referenced loss functions for multi-exposure image fusion
- (2020) Ying Qi et al. Information Fusion
- MFF-GAN: An unsupervised generative adversarial network with adaptive and gradient joint constraints for multi-focus image fusion
- (2020) Hao Zhang et al. Information Fusion
- Regularizing Hyperspectral and Multispectral Image Fusion by CNN Denoiser
- (2020) Renwei Dian et al. IEEE Transactions on Neural Networks and Learning Systems
- SDPNet: A Deep Network for Pan-Sharpening With Enhanced Information Representation
- (2020) Han Xu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- RXDNFuse: A aggregated residual dense network for infrared and visible image fusion
- (2020) Yongzhi Long et al. Information Fusion
- Deep Multiscale Detail Networks for Multiband Spectral Image Sharpening
- (2020) Xueyang Fu et al. IEEE Transactions on Neural Networks and Learning Systems
- MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion
- (2020) Qi Xie et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Fast RGB-T Tracking via Cross-Modal Correlation Filters
- (2019) Sulan Zhai et al. NEUROCOMPUTING
- Multilevel Features Convolutional Neural Network for Multifocus Image Fusion
- (2019) Yong Yang et al. IEEE Transactions on Computational Imaging
- Detail-Preserving Underexposed Image Enhancement via Optimal Weighted Multi-Exposure Fusion
- (2019) Shiguang Liu et al. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
- Spatial–Spectral Fusion by Combining Deep Learning and Variational Model
- (2019) Huanfeng Shen et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Pan-Sharpening Using an Efficient Bidirectional Pyramid Network
- (2019) Yongjun Zhang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- FuseGAN: Learning to Fuse Multi-Focus Image via Conditional Generative Adversarial Network
- (2019) Xiaopeng Guo et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Ensemble of CNN for multi-focus image fusion
- (2019) Mostafa Amin-Naji et al. Information Fusion
- Remote sensing monitoring of multi-scale watersheds impermeability for urban hydrological evaluation
- (2019) Zhenfeng Shao et al. REMOTE SENSING OF ENVIRONMENT
- Green Fluorescent Protein and Phase-Contrast Image Fusion via Generative Adversarial Networks
- (2019) Wei Tang et al. Computational and Mathematical Methods in Medicine
- Learning Modality-Consistency Feature Templates: A Robust RGB-Infrared Tracking System
- (2019) Xiangyuan Lan et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Infrared and visible image fusion via detail preserving adversarial learning
- (2019) Jiayi Ma et al. Information Fusion
- IFCNN: A general image fusion framework based on convolutional neural network
- (2019) Yu Zhang et al. Information Fusion
- Multi-exposure high dynamic range imaging with informative content enhanced network
- (2019) Zhiyong Pan et al. NEUROCOMPUTING
- Residual Encoder–Decoder Conditional Generative Adversarial Network for Pansharpening
- (2019) Zhimin Shao et al. IEEE Geoscience and Remote Sensing Letters
- Target-Adaptive CNN-Based Pansharpening
- (2018) Giuseppe Scarpa et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images
- (2018) Jianrui Cai et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Deep learning for pixel-level image fusion: Recent advances and future prospects
- (2018) Yu Liu et al. Information Fusion
- Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review
- (2018) Qiang Zhang et al. Information Fusion
- Pixel convolutional neural network for multi-focus image fusion
- (2018) Han Tang et al. INFORMATION SCIENCES
- Remote sensing monitoring of the impact of a major mining wastewater disaster on the turbidity of the Doce River plume off the eastern Brazilian coast
- (2018) Natalia Rudorff et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Infrared and visible image fusion methods and applications: A survey
- (2018) Jiayi Ma et al. Information Fusion
- Comparison of CT/MRI-CEUS and US-CEUS fusion imaging techniques in the assessment of the thermal ablation of liver tumors
- (2018) Erjiao Xu et al. INTERNATIONAL JOURNAL OF HYPERTHERMIA
- DenseFuse: A Fusion Approach to Infrared and Visible Images
- (2018) Hui Li et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- A survey on region based image fusion methods
- (2018) Bikash Meher et al. Information Fusion
- FusionGAN: A generative adversarial network for infrared and visible image fusion
- (2018) Jiayi Ma et al. Information Fusion
- Learning Local-Global Multi-Graph Descriptors for RGB-T Object Tracking
- (2018) Chenglong Li et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Pixel-level image fusion: A survey of the state of the art
- (2017) Shutao Li et al. Information Fusion
- Boundary finding based multi-focus image fusion through multi-scale morphological focus-measure
- (2017) Yu Zhang et al. Information Fusion
- Multi-focus image fusion with a deep convolutional neural network
- (2017) Yu Liu et al. Information Fusion
- Learning Collaborative Sparse Representation for Grayscale-Thermal Tracking
- (2016) Chenglong Li et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Infrared and visible image fusion via gradient transfer and total variation minimization
- (2016) Jiayi Ma et al. Information Fusion
- A review of remote sensing image fusion methods
- (2016) Hassan Ghassemian Information Fusion
- An overview of multi-modal medical image fusion
- (2016) Jiao Du et al. NEUROCOMPUTING
- Pansharpening by Convolutional Neural Networks
- (2016) Giuseppe Masi et al. Remote Sensing
- Perceptual Quality Assessment for Multi-Exposure Image Fusion
- (2015) Kede Ma et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Multi-focus image fusion using dictionary-based sparse representation
- (2015) Mansour Nejati et al. Information Fusion
- A general framework for image fusion based on multi-scale transform and sparse representation
- (2015) Yu Liu et al. Information Fusion
- Medical image fusion: A survey of the state of the art
- (2014) Alex Pappachen James et al. Information Fusion
- Image contrast enhancement using classified virtual exposure image fusion
- (2013) Chang-Hsing Lee et al. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
- Image Fusion With Guided Filtering
- (2013) Shutao Li et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Directive Contrast Based Multimodal Medical Image Fusion in NSCT Domain
- (2013) Gaurav Bhatnagar et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Remote sensing image fusion: an update in the context of Digital Earth
- (2013) Christine Pohl et al. International Journal of Digital Earth
- Fast saliency-aware multi-modality image fusion
- (2013) Jungong Han et al. NEUROCOMPUTING
- Guided Image Filtering
- (2012) Kaiming He et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Comparison of multisource image fusion methods and land cover classification
- (2011) D. Amarsaikhan et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Generalized Assorted Pixel Camera: Postcapture Control of Resolution, Dynamic Range, and Spectrum
- (2010) Fumihito Yasuma et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Flexible Depth of Field Photography
- (2010) S Kuthirummal et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Performance comparison of different multi-resolution transforms for image fusion
- (2010) Shutao Li et al. Information Fusion
- Multi-focus image fusion using PCNN
- (2010) Zhaobin Wang et al. PATTERN RECOGNITION
- Multifocus Image Fusion and Restoration With Sparse Representation
- (2009) Bin Yang et al. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
- Nanoscale magnetic resonance imaging
- (2009) C. L. Degen et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Superimposing dynamic range
- (2008) Oliver Bimber et al. ACM TRANSACTIONS ON GRAPHICS
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