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Infrared and Visible Image Fusion using a Deep Learning Framework

19 April 2018

Hui Li

Xiaojun Wu

J. Kittler

ArXiv (abs)PDF HTML Github (216★)

Papers citing "Infrared and Visible Image Fusion using a Deep Learning Framework"

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Title
Visible and Infrared Image Fusion Using Encoder-Decoder Network Ferhat Can Ataman Gözde Bozdaği Akar 147 4 0 11 Dec 2024
Pixel-aligned RGB-NIR Stereo Imaging and Dataset for Robot Vision Jinnyeong Kim Seung-Hwan Baek 3DV 129 0 0 27 Nov 2024
Conditional Controllable Image Fusion Bing Cao Xingxin Xu Pengfei Zhu Qilong Wang Q. Hu 99 2 0 03 Nov 2024
Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality Imaging Lingting Zhu Yizheng Chen Lianli Liu Lei Xing Lequan Yu 73 1 0 28 Sep 2024
CrossFuse: A Novel Cross Attention Mechanism based Infrared and Visible Image Fusion Approach Hui Li Xiao-Jun Wu 70 126 0 15 Jun 2024
From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion Xingyuan Li Yang Zou Jinyuan Liu Zhiying Jiang Long Ma Xin-Yue Fan Risheng Liu 86 6 0 31 Dec 2023
A Multi-scale Information Integration Framework for Infrared and Visible Image Fusion Guang Yang Jie Li Hanxiao Lei Xinbo Gao 68 20 0 07 Dec 2023
Fusion of Single and Integral Multispectral Aerial Images Mohamed Youssef Oliver Bimber 63 3 0 29 Nov 2023
CHITNet: A Complementary to Harmonious Information Transfer Network for Infrared and Visible Image Fusion Yafei Zhang Keying Du Huafeng Li Z. Yu Yu Liu 69 7 0 12 Sep 2023
An FPGA smart camera implementation of segmentation models for drone wildfire imagery Eduardo Garduño J. Ciprián-Sánchez Miguel González-Mendoza Valente Vazquez-Garcia Gerardo Rodriguez-Hernandez Adriana Palacios-Rosas Lucile Rossi-Tisson Gilberto Ochoa-Ruiz 37 5 0 04 Sep 2023
Fusion of Infrared and Visible Images based on Spatial-Channel Attentional Mechanism Qiang Xu 48 0 0 25 Aug 2023
Visible and infrared self-supervised fusion trained on a single example Nati Ofir Jean-Christophe Nebel 42 0 0 09 Jul 2023
DePF: A Novel Fusion Approach based on Decomposition Pooling for Infrared and Visible Images Hui Li Yongbiao Xiao Chunyang Cheng Zhongwei Shen Xiaoning Song 75 5 0 27 May 2023
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images Hui Li Tianyang Xu Xiaojun Wu Jiwen Lu J. Kittler 3DV 107 180 0 11 Apr 2023
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion Jinyuan Liu Runji Lin Guanyao Wu Risheng Liu Zhongxuan Luo Xin-Yue Fan 142 122 0 20 Nov 2022
Interactive Feature Embedding for Infrared and Visible Image Fusion F. Zhao Wenda Zhao Huchuan Lu 58 10 0 09 Nov 2022
FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image Fusion Fabian Duffhauss Ngo Anh Vien Hanna Ziesche Gerhard Neumann 67 5 0 22 Sep 2022
D2-LRR: A Dual-Decomposed MDLatLRR Approach for Medical Image Fusion Xuan-An Song Tianyu Shen Hui Li Xiao-Jun Wu 3DGS MedIm 77 3 0 30 Jun 2022
Explicit and implicit models in infrared and visible image fusion Zixuan Wang Bin Sun 76 1 0 20 Jun 2022
Infrared and visible image fusion based on Multi-State Contextual Hidden Markov Model Xiaoqing Luo Yuting Jiang Anqi Wang Zhancheng Zhang Xiaojun Wu 130 5 0 26 Jan 2022
Unsupervised Image Fusion Method based on Feature Mutual Mapping D. Rao Xiaojun Wu Tianyang Xu Guoyang Chen 47 0 0 25 Jan 2022
TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network Dongyu Rao Xiaojun Wu Tianyang Xu ViT 87 118 0 25 Jan 2022
Res2NetFuse: A Novel Res2Net-based Fusion Method for Infrared and Visible Images Xuan-An Song Yongbiao Xiao Hui Li Xiao-Jun Wu Jun Sun Vasile Palade 58 0 0 29 Dec 2021
Deep Learning for HDR Imaging: State-of-the-Art and Future Trends Lin Wang Kuk-Jin Yoon 77 89 0 20 Oct 2021
Unsupervised Image Fusion Using Deep Image Priors Xudong Ma P. Hill Nantheera Anantrasirichai A. Achim MedIm 71 6 0 18 Oct 2021
Semantic Image Fusion P. Hill D. R. Bull 51 0 0 13 Oct 2021
Image Fusion Transformer VS Vibashan Jeya Maria Jose Valanarasu Poojan Oza Vishal M. Patel ViT 79 123 0 19 Jul 2021
RFN-Nest: An end-to-end residual fusion network for infrared and visible images Hui Li Xiaojun Wu J. Kittler 86 705 0 07 Mar 2021
FIRe-GAN: A novel Deep Learning-based infrared-visible fusion method for wildfire imagery J. Ciprián-Sánchez G. Ochoa-Ruiz M. González-Mendoza L. Rossi 49 22 0 27 Jan 2021
FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization Nishant Kumar Stefan Gumhold AAML MedIm 64 11 0 06 Dec 2020
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 371 1,947 0 12 Nov 2020
AE-Netv2: Optimization of Image Fusion Efficiency and Network Architecture Aiqing Fang Xinbo Zhao Jiaqi Yang Beibei Qin Yanning Zhang 40 0 0 05 Oct 2020
When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method Zixiang Zhao Jiangshe Zhang Shuang Xu Rui Feng Chunxia Zhang Junmin Liu 46 2 0 02 Sep 2020
HyperFaceNet: A Hyperspectral Face Recognition Method Based on Deep Fusion Zhicheng X. Cao Xi Cen Liaojun Pang CVBM 52 1 0 02 Aug 2020
AE-Net: Autonomous Evolution Image Fusion Method Inspired by Human Cognitive Mechanism Aiqing Fang Xinbo Zhao Jiaqi Yang Shihao Cao Yanning Zhang DiffM 51 3 0 17 Jul 2020
NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models Hui Li Xiaojun Wu Tariq S. Durrani 104 498 0 01 Jul 2020
Deep Convolutional Sparse Coding Networks for Image Fusion Shuang Xu Zixiang Zhao Yicheng Wang Chunxia Zhang Junmin Liu Jiangshe Zhang 47 8 0 18 May 2020
Efficient and Model-Based Infrared and Visible Image Fusion Via Algorithm Unrolling Zixiang Zhao Shuang Xu Jiangshe Zhang Chengyang Liang Chunxia Zhang Junmin Liu 45 3 0 12 May 2020
Bayesian Fusion for Infrared and Visible Images Zixiang Zhao Shuang Xu Chunxia Zhang Junmin Liu Jiangshe Zhang 63 111 0 12 May 2020
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture Hao Sheng Xiao Chen Jingyi Su Ram Rajagopal Andrew Y. Ng 83 32 0 07 May 2020
Image fusion using symmetric skip autoencodervia an Adversarial Regulariser Snigdha Bhagat S. Joshi Brejesh Lall 10 0 0 01 May 2020
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion Zixiang Zhao Shuang Xu Chunxia Zhang Junmin Liu Pengfei Li Jiangshe Zhang 120 230 0 20 Mar 2020
VIFB: A Visible and Infrared Image Fusion Benchmark Xingchen Zhang P. Ye G. Xiao 210 157 0 09 Feb 2020
Non-linear and Selective Fusion of Cross-Modal Images Aiqing Fang Xinbo Zhao Jiaqi Yang Yanning Zhang 36 0 0 23 Dec 2019
Cross-Modal Image Fusion Theory Guided by Subjective Visual Attention Aiqing Fang Xinbo Zhao Yanning Zhang AAML 28 2 0 23 Dec 2019
A Cross-Modal Image Fusion Method Guided by Human Visual Characteristics Aiqing Fang Xinbo Zhao Jiaqi Yang Yanning Zhang 25 6 0 18 Dec 2019
Fast and Efficient Zero-Learning Image Fusion Fayez Lahoud Sabine Süsstrunk 61 24 0 09 May 2019
MDLatLRR: A novel decomposition method for infrared and visible image fusion Hui Li Philip Ginzboorg J. Kittler 87 412 0 06 Nov 2018
Infrared and Visible Image Fusion with ResNet and zero-phase component analysis Hui Li Xiaojun Wu Tariq S. Durrani 76 281 0 19 Jun 2018
Multi-focus Noisy Image Fusion using Low-Rank Representation Hui Li Xiaojun Wu Tariq S. Durrani 53 14 0 25 Apr 2018