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Infrared and Visible Image Fusion using a Deep Learning Framework
v1v2v3v4 (latest)

Infrared and Visible Image Fusion using a Deep Learning Framework

International Conference on Pattern Recognition (ICPR), 2018
19 April 2018
Hui Li
Xiaojun Wu
J. Kittler
ArXiv (abs)PDFHTMLGithub (216★)

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

50 / 53 papers shown
Maritime Small Object Detection from UAVs using Deep Learning with Altitude-Aware Dynamic Tiling
Maritime Small Object Detection from UAVs using Deep Learning with Altitude-Aware Dynamic Tiling
Sakib Ahmed
Oscar Pizarro
112
1
0
24 Nov 2025
FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multi-Sensor Target Classification
FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multi-Sensor Target ClassificationIEEE Transactions on Aerospace and Electronic Systems (IEEE Trans. Aerosp. Electron. Syst.), 2025
S. Sami
Md Golam Moula Mehedi Hasan
Nasser M. Nasrabadi
Raghuveer Rao
377
1
0
12 Mar 2025
Visible and Infrared Image Fusion Using Encoder-Decoder Network
Visible and Infrared Image Fusion Using Encoder-Decoder NetworkInternational Conference on Information Photonics (ICIP), 2021
Ferhat Can Ataman
Gözde Bozdaği Akar
382
5
0
11 Dec 2024
Pixel-aligned RGB-NIR Stereo Imaging and Dataset for Robot Vision
Pixel-aligned RGB-NIR Stereo Imaging and Dataset for Robot VisionComputer Vision and Pattern Recognition (CVPR), 2024
Jinnyeong Kim
Seung-Hwan Baek
3DV
428
7
0
27 Nov 2024
Conditional Controllable Image Fusion
Conditional Controllable Image FusionNeural Information Processing Systems (NeurIPS), 2024
Bing Cao
Xingxin Xu
Q. Hu
Qilong Wang
Q. Hu
389
13
0
03 Nov 2024
Multi-sensor Learning Enables Information Transfer across Different
  Sensory Data and Augments Multi-modality Imaging
Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality ImagingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Lingting Zhu
Yizheng Chen
Lianli Liu
Lei Xing
Lequan Yu
255
2
0
28 Sep 2024
CrossFuse: A Novel Cross Attention Mechanism based Infrared and Visible
  Image Fusion Approach
CrossFuse: A Novel Cross Attention Mechanism based Infrared and Visible Image Fusion ApproachInformation Fusion (Inf. Fusion), 2024
Hui Li
Xiao-Jun Wu
212
348
0
15 Jun 2024
From Text to Pixels: A Context-Aware Semantic Synergy Solution for
  Infrared and Visible Image Fusion
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
317
22
0
31 Dec 2023
A Multi-scale Information Integration Framework for Infrared and Visible
  Image Fusion
A Multi-scale Information Integration Framework for Infrared and Visible Image Fusion
Guang Yang
Jie Li
Hanxiao Lei
Xinbo Gao
213
46
0
07 Dec 2023
Fusion of Single and Integral Multispectral Aerial Images
Fusion of Single and Integral Multispectral Aerial ImagesRemote Sensing (RS), 2023
Mohamed Youssef
Oliver Bimber
490
4
0
29 Nov 2023
CHITNet: A Complementary to Harmonious Information Transfer Network for
  Infrared and Visible Image Fusion
CHITNet: A Complementary to Harmonious Information Transfer Network for Infrared and Visible Image FusionIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023
Yafei Zhang
Keying Du
Huafeng Li
Z. Yu
Yu Liu
451
16
0
12 Sep 2023
An FPGA smart camera implementation of segmentation models for drone
  wildfire imagery
An FPGA smart camera implementation of segmentation models for drone wildfire imageryMexican International Conference on Artificial Intelligence (MICAI), 2023
Eduardo Garduño
J. Ciprián-Sánchez
Miguel González-Mendoza
Valente Vazquez-Garcia
Gerardo Rodriguez-Hernandez
Adriana Palacios-Rosas
Lucile Rossi-Tisson
Gilberto Ochoa-Ruiz
180
8
0
04 Sep 2023
Fusion of Infrared and Visible Images based on Spatial-Channel
  Attentional Mechanism
Fusion of Infrared and Visible Images based on Spatial-Channel Attentional Mechanism
Qiang Xu
208
2
0
25 Aug 2023
Visible and infrared self-supervised fusion trained on a single example
Visible and infrared self-supervised fusion trained on a single example
Nati Ofir
Jean-Christophe Nebel
273
0
0
09 Jul 2023
DePF: A Novel Fusion Approach based on Decomposition Pooling for
  Infrared and Visible Images
DePF: A Novel Fusion Approach based on Decomposition Pooling for Infrared and Visible ImagesIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023
Hui Li
Yongbiao Xiao
Chunyang Cheng
Zhongwei Shen
Xiaoning Song
379
14
0
27 May 2023
LRRNet: A Novel Representation Learning Guided Fusion Network for
  Infrared and Visible Images
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible ImagesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Hui Li
Tianyang Xu
Xiaojun Wu
Jiwen Lu
J. Kittler
3DV
365
353
0
11 Apr 2023
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature
  Ensemble for Multi-modality Image Fusion
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image FusionInternational Journal of Computer Vision (IJCV), 2022
Jinyuan Liu
Runji Lin
Guanyao Wu
Risheng Liu
Zhongxuan Luo
Xin-Yue Fan
447
211
0
20 Nov 2022
Interactive Feature Embedding for Infrared and Visible Image Fusion
Interactive Feature Embedding for Infrared and Visible Image FusionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
F. Zhao
Wenda Zhao
Huchuan Lu
209
19
0
09 Nov 2022
FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image
  Fusion
FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image FusionEuropean Conference on Computer Vision (ECCV), 2022
Fabian Duffhauss
Ngo Anh Vien
Hanna Ziesche
Gerhard Neumann
199
11
0
22 Sep 2022
D2-LRR: A Dual-Decomposed MDLatLRR Approach for Medical Image Fusion
D2-LRR: A Dual-Decomposed MDLatLRR Approach for Medical Image Fusion
Xuan-An Song
Tianyu Shen
Hui Li
Xiao-Jun Wu
3DGSMedIm
378
5
0
30 Jun 2022
Explicit and implicit models in infrared and visible image fusion
Explicit and implicit models in infrared and visible image fusion
Zixuan Wang
Bin Sun
279
1
0
20 Jun 2022
Infrared and visible image fusion based on Multi-State Contextual Hidden
  Markov Model
Infrared and visible image fusion based on Multi-State Contextual Hidden Markov Model
Xiaoqing Luo
Yuting Jiang
Anqi Wang
Zhancheng Zhang
Xiaojun Wu
252
8
0
26 Jan 2022
Unsupervised Image Fusion Method based on Feature Mutual Mapping
Unsupervised Image Fusion Method based on Feature Mutual Mapping
D. Rao
Xiaojun Wu
Tianyang Xu
Guoyang Chen
250
1
0
25 Jan 2022
TGFuse: An Infrared and Visible Image Fusion Approach Based on
  Transformer and Generative Adversarial Network
TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial NetworkIEEE Transactions on Image Processing (IEEE TIP), 2022
Dongyu Rao
Xiaojun Wu
Tianyang Xu
ViT
381
205
0
25 Jan 2022
Res2NetFuse: A Novel Res2Net-based Fusion Method for Infrared and
  Visible Images
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
214
0
0
29 Dec 2021
Deep Learning for HDR Imaging: State-of-the-Art and Future Trends
Deep Learning for HDR Imaging: State-of-the-Art and Future TrendsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Lin Wang
Kuk-Jin Yoon
374
112
0
20 Oct 2021
Unsupervised Image Fusion Using Deep Image Priors
Unsupervised Image Fusion Using Deep Image Priors
Xudong Ma
P. Hill
Qirui Yang
A. Achim
MedIm
241
8
0
18 Oct 2021
Semantic Image Fusion
Semantic Image Fusion
P. Hill
D. R. Bull
232
0
0
13 Oct 2021
Image Fusion Transformer
Image Fusion TransformerInternational Conference on Information Photonics (ICIP), 2021
VS Vibashan
Jeya Maria Jose Valanarasu
Poojan Oza
Vishal M. Patel
ViT
368
183
0
19 Jul 2021
RFN-Nest: An end-to-end residual fusion network for infrared and visible
  images
RFN-Nest: An end-to-end residual fusion network for infrared and visible imagesInformation Fusion (Inf. Fusion), 2021
Hui Li
Xiaojun Wu
J. Kittler
316
969
0
07 Mar 2021
FIRe-GAN: A novel Deep Learning-based infrared-visible fusion method for
  wildfire imagery
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
822
33
0
27 Jan 2021
FuseVis: Interpreting neural networks for image fusion using per-pixel
  saliency visualization
FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualizationDe Computis (DC), 2020
Nishant Kumar
Stefan Gumhold
AAMLMedIm
216
11
0
06 Dec 2020
A Review of Uncertainty Quantification in Deep Learning: Techniques,
  Applications and Challenges
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and ChallengesInformation Fusion (Inf. Fusion), 2020
Moloud Abdar
Farhad Pourpanah
Sadiq Hussain
Dana Rezazadegan
Tianpeng Liu
...
Xiaochun Cao
Abbas Khosravi
U. Acharya
V. Makarenkov
S. Nahavandi
BDLUQCV
1.1K
2,461
0
12 Nov 2020
AE-Netv2: Optimization of Image Fusion Efficiency and Network
  Architecture
AE-Netv2: Optimization of Image Fusion Efficiency and Network Architecture
Aiqing Fang
Xinbo Zhao
Jiaqi Yang
Beibei Qin
Yanning Zhang
223
0
0
05 Oct 2020
When Image Decomposition Meets Deep Learning: A Novel Infrared and
  Visible Image Fusion Method
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
226
3
0
02 Sep 2020
HyperFaceNet: A Hyperspectral Face Recognition Method Based on Deep
  Fusion
HyperFaceNet: A Hyperspectral Face Recognition Method Based on Deep Fusion
Zhicheng X. Cao
Xi Cen
Liaojun Pang
CVBM
226
1
0
02 Aug 2020
AE-Net: Autonomous Evolution Image Fusion Method Inspired by Human
  Cognitive Mechanism
AE-Net: Autonomous Evolution Image Fusion Method Inspired by Human Cognitive Mechanism
Aiqing Fang
Xinbo Zhao
Jiaqi Yang
Shihao Cao
Yanning Zhang
DiffM
210
3
0
17 Jul 2020
NestFuse: An Infrared and Visible Image Fusion Architecture based on
  Nest Connection and Spatial/Channel Attention Models
NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models
Hui Li
Xiaojun Wu
Tariq S. Durrani
525
673
0
01 Jul 2020
Deep Convolutional Sparse Coding Networks for Image Fusion
Deep Convolutional Sparse Coding Networks for Image Fusion
Shuang Xu
Zixiang Zhao
Yicheng Wang
Chunxia Zhang
Junmin Liu
Jiangshe Zhang
270
13
0
18 May 2020
Efficient and Model-Based Infrared and Visible Image Fusion Via
  Algorithm Unrolling
Efficient and Model-Based Infrared and Visible Image Fusion Via Algorithm Unrolling
Zixiang Zhao
Shuang Xu
Jiangshe Zhang
Chengyang Liang
Chunxia Zhang
Junmin Liu
169
3
0
12 May 2020
Bayesian Fusion for Infrared and Visible Images
Bayesian Fusion for Infrared and Visible Images
Zixiang Zhao
Shuang Xu
Chunxia Zhang
Junmin Liu
Jiangshe Zhang
247
142
0
12 May 2020
Effective Data Fusion with Generalized Vegetation Index: Evidence from
  Land Cover Segmentation in Agriculture
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
250
34
0
07 May 2020
Image fusion using symmetric skip autoencodervia an Adversarial
  Regulariser
Image fusion using symmetric skip autoencodervia an Adversarial Regulariser
Snigdha Bhagat
S. Joshi
Brejesh Lall
119
0
0
01 May 2020
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion
DIDFuse: Deep Image Decomposition for Infrared and Visible Image FusionInternational Joint Conference on Artificial Intelligence (IJCAI), 2020
Zixiang Zhao
Shuang Xu
Chunxia Zhang
Junmin Liu
Pengfei Li
Jiangshe Zhang
538
338
0
20 Mar 2020
VIFB: A Visible and Infrared Image Fusion Benchmark
VIFB: A Visible and Infrared Image Fusion Benchmark
Xingchen Zhang
P. Ye
G. Xiao
651
195
0
09 Feb 2020
Non-linear and Selective Fusion of Cross-Modal Images
Non-linear and Selective Fusion of Cross-Modal Images
Aiqing Fang
Xinbo Zhao
Jiaqi Yang
Yanning Zhang
152
0
0
23 Dec 2019
Cross-Modal Image Fusion Theory Guided by Subjective Visual Attention
Cross-Modal Image Fusion Theory Guided by Subjective Visual Attention
Aiqing Fang
Xinbo Zhao
Yanning Zhang
AAML
208
2
0
23 Dec 2019
A Cross-Modal Image Fusion Method Guided by Human Visual Characteristics
A Cross-Modal Image Fusion Method Guided by Human Visual Characteristics
Aiqing Fang
Xinbo Zhao
Jiaqi Yang
Yanning Zhang
270
6
0
18 Dec 2019
Fast and Efficient Zero-Learning Image Fusion
Fast and Efficient Zero-Learning Image Fusion
Fayez Lahoud
Sabine Süsstrunk
132
24
0
09 May 2019
MDLatLRR: A novel decomposition method for infrared and visible image
  fusion
MDLatLRR: A novel decomposition method for infrared and visible image fusionIEEE Transactions on Image Processing (IEEE TIP), 2018
Hui Li
Philip Ginzboorg
J. Kittler
360
516
0
06 Nov 2018
12
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