Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2007.00328
Cited By
v1
v2 (latest)
NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models
1 July 2020
Hui Li
Xiaojun Wu
Tariq S. Durrani
Re-assign community
ArXiv (abs)
PDF
HTML
Github (88★)
Papers citing
"NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models"
50 / 61 papers shown
Spatial-Frequency Enhanced Mamba for Multi-Modal Image Fusion
Hui Sun
Long Lv
Pingping Zhang
Tongdan Tang
Feng Tian
Weibing Sun
Huchuan Lu
Mamba
540
3
0
10 Nov 2025
Revisiting Generative Infrared and Visible Image Fusion Based on Human Cognitive Laws
Lin Guo
Xiaoqing Luo
Wei Xie
Zhancheng Zhang
Hui Li
Rui Wang
Zhenhua Feng
Xiaoning Song
141
3
0
30 Oct 2025
MSGFusion: Multimodal Scene Graph-Guided Infrared and Visible Image Fusion
Guihui Li
Bowei Dong
Kaizhi Dong
Jiayi Li
Haiyong Zheng
143
0
0
16 Sep 2025
SGDFuse: SAM-Guided Diffusion Model for High-Fidelity Infrared and Visible Image Fusion
Xiaoyang Zhang
Zhen Hua
Yakun Ju
Wei Zhou
Jun Liu
Alex C. Kot
Alex C. Kot
311
0
0
07 Aug 2025
Residual Prior-driven Frequency-aware Network for Image Fusion
G. Zheng
Xue Wang
Wenhua Qian
P. Liu
Runzhuo Ma
385
4
0
09 Jul 2025
OCCO: LVM-guided Infrared and Visible Image Fusion Framework based on Object-aware and Contextual COntrastive Learning
International Journal of Computer Vision (IJCV), 2025
Hui Li
Congcong Bian
Zeyang Zhang
Xiaoning Song
Xi Li
Rui Wang
282
4
0
24 Mar 2025
One Latent Space to Rule All Degradations: Unifying Restoration Knowledge for Image Fusion
Haolong Ma
Hui Li
Chunyang Cheng
Zeyang Zhang
Xiaoning Song
Rui Wang
Xiao-Jun Wu
578
1
0
10 Mar 2025
Towards Robust Multi-UAV Collaboration: MARL with Noise-Resilient Communication and Attention Mechanisms
Zilin Zhao
C. L. Philip Chen
Haotian Shi
J. Chen
Xuanlin Yue
Zhejian Yang
Yang Liu
462
1
0
04 Mar 2025
Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis
Haowen Bai
Zixiang Zhao
Jiangshe Zhang
Baisong Jiang
Lilun Deng
Yukun Cui
Shuang Xu
Chunxia Zhang
430
18
0
03 Feb 2025
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
Neural Information Processing Systems (NeurIPS), 2024
Jiaqing Zhang
Mingxiang Cao
Weiying Xie
Jie Lei
Daixun Li
Wenbo Huang
Yunsong Li
Xue Yang
517
42
0
28 Jan 2025
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond
Pengwei Liang
Junjun Jiang
Qing Ma
Xianming Liu
Jiayi Ma
257
7
0
16 Oct 2024
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion
Yuchen Guo
Ruoxiang Xu
Rongcheng Li
Weifeng Su
602
3
0
16 Sep 2024
Enhanced Traffic Flow Prediction with Multi-Segment Fusion Tensor Graph Convolutional Networks
Wei Zhang
Peng Tang
153
0
0
08 Aug 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion
Xiaoli Zhang
Liying Wang
Libo Zhao
Xiongfei Li
Siwei Ma
628
1
0
11 Jun 2024
S4Fusion: Saliency-aware Selective State Space Model for Infrared Visible Image Fusion
Haolong Ma
Hui Li
Chunyang Cheng
Gaoang Wang
Xiaoning Song
Xiao-Jun Wu
438
12
0
31 May 2024
MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training
Jiayang Li
Junjun Jiang
Pengwei Liang
Jiayi Ma
Liqiang Nie
429
40
0
17 Apr 2024
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba
Xinyu Xie
Yawen Cui
Chio-in Ieong
Tao Tan
Xiaozhi Zhang
Mamba
558
207
0
15 Apr 2024
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion
Zhe Li
Haiwei Pan
Kejia Zhang
Yuhua Wang
Feng Yu
Mamba
222
65
0
12 Apr 2024
Beyond Night Visibility: Adaptive Multi-Scale Fusion of Infrared and Visible Images
Shufan Pei
Junhong Lin
Wenxi Liu
Tiesong Zhao
Chia-Wen Lin
215
8
0
02 Mar 2024
Infrared and Visible Image Fusion with Language-Driven Loss in CLIP Embedding Space
ACM Multimedia (MM), 2024
Yuhao Wang
Lingjuan Miao
Zhiqiang Zhou
Lei Zhang
Yajun Qiao
CLIP
542
22
0
26 Feb 2024
BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features
Zeyang Zhang
Hui Li
Tianyang Xu
Xiaojun Wu
Josef Kittler
284
0
0
30 Dec 2023
TextFusion: Unveiling the Power of Textual Semantics for Controllable Image Fusion
Chunyang Cheng
Tianyang Xu
Xiao-Jun Wu
Hui Li
Xi Li
Zhangyong Tang
Josef Kittler
397
55
0
21 Dec 2023
A Multi-scale Information Integration Framework for Infrared and Visible Image Fusion
Guang Yang
Jie Li
Hanxiao Lei
Xinbo Gao
216
47
0
07 Dec 2023
IAIFNet: An Illumination-Aware Infrared and Visible Image Fusion Network
IEEE Signal Processing Letters (IEEE SPL), 2023
Qiao Yang
Yu Zhang
Jian Zhang
Jian Zhang
Shunli Zhang
303
29
0
26 Sep 2023
CHITNet: A Complementary to Harmonious Information Transfer Network for Infrared and Visible Image Fusion
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023
Yafei Zhang
Keying Du
Huafeng Li
Z. Yu
Yu Liu
468
16
0
12 Sep 2023
Fusion of Infrared and Visible Images based on Spatial-Channel Attentional Mechanism
Qiang Xu
212
2
0
25 Aug 2023
Visible and infrared self-supervised fusion trained on a single example
Nati Ofir
Jean-Christophe Nebel
275
0
0
09 Jul 2023
DePF: A Novel Fusion Approach based on Decomposition Pooling for Infrared and Visible Images
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023
Hui Li
Yongbiao Xiao
Chunyang Cheng
Zhongwei Shen
Xiaoning Song
383
14
0
27 May 2023
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Risheng Liu
Zhu Liu
Jinyuan Liu
Xin-Yue Fan
Zhongxuan Luo
295
85
0
25 May 2023
FusionBooster: A Unified Image Fusion Boosting Paradigm
International Journal of Computer Vision (IJCV), 2023
Chunyang Cheng
Tianyang Xu
Xiao-Jun Wu
Hui Li
Xi Li
J. Kittler
367
24
0
10 May 2023
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion
IEEE International Conference on Computer Vision (ICCV), 2023
Zixiang Zhao
Hao Bai
Yuanzhi Zhu
Jiangshe Zhang
Shuang Xu
Yulun Zhang
Lucas Beerens
Deyu Meng
Radu Timofte
Luc Van Gool
DiffM
MedIm
394
337
0
13 Mar 2023
Inline Citation Classification using Peripheral Context and Time-evolving Augmentation
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023
Priyanshi Gupta
Yash Kumar Atri
Apurva Nagvenkar
Sourish Dasgupta
Tanmoy Chakraborty
183
3
0
01 Mar 2023
Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion
IEEE International Conference on Computer Vision (ICCV), 2023
Yiming Sun
Bing Cao
Q. Hu
Qinghua Hu
MoE
383
108
0
02 Feb 2023
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models
IEEE Transactions on Image Processing (IEEE TIP), 2023
Jun Yue
Leyuan Fang
Shaobo Xia
Yue Deng
Jiayi Ma
DiffM
293
229
0
19 Jan 2023
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion
Computer Vision and Pattern Recognition (CVPR), 2022
Zixiang Zhao
Hao Bai
Jiangshe Zhang
Yulun Zhang
Shuang Xu
Zudi Lin
Radu Timofte
Luc Van Gool
365
715
0
26 Nov 2022
SA-DNet: A on-demand semantic object registration network adapting to non-rigid deformation
Housheng Xie
Junhui Qiu
Yuan Dai
Y. Yang
Changcheng Xiang
Yukuan Zhang
427
2
0
18 Oct 2022
Explicit and implicit models in infrared and visible image fusion
Zixuan Wang
Bin Sun
282
1
0
20 Jun 2022
SwinFuse: A Residual Swin Transformer Fusion Network for Infrared and Visible Images
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2022
Zhishe Wang
Yanlin Chen
Wenyu Shao
Hui Li
Lei Zhang
ViT
188
160
0
25 Apr 2022
Infrared and Visible Image Fusion via Interactive Compensatory Attention Adversarial Learning
IEEE transactions on multimedia (IEEE TMM), 2022
Zhishe Wang
Wenyu Shao
Yanlin Chen
Jiawei Xu
Xiaoqin Zhang
158
54
0
29 Mar 2022
A Unified Multi-Task Learning Framework of Real-Time Drone Supervision for Crowd Counting
Image and Vision Computing (IVC), 2022
Siqi Gu
Z. Lian
272
16
0
08 Feb 2022
Low-rank features based double transformation matrices learning for image classification
YuFan Cai
Xiaojun Wu
Zhe Chen
201
0
0
28 Jan 2022
Unsupervised Image Fusion Method based on Feature Mutual Mapping
D. Rao
Xiaojun Wu
Tianyang Xu
Guoyang Chen
262
1
0
25 Jan 2022
TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network
IEEE Transactions on Image Processing (IEEE TIP), 2022
Dongyu Rao
Xiaojun Wu
Tianyang Xu
ViT
393
207
0
25 Jan 2022
A Survey for Deep RGBT Tracking
Zhangyong Tang
Tianyang Xu
Xiaojun Wu
3DV
370
15
0
23 Jan 2022
Face recognition via compact second order image gradient orientations
Hefeng Yin
Xiaojun Wu
Xiaoning Song
CVBM
236
5
0
23 Jan 2022
Visual Object Tracking on Multi-modal RGB-D Videos: A Review
Xuefeng Zhu
Tianyang Xu
Xiaojun Wu
1.0K
7
0
23 Jan 2022
Collaborative Representation for SPD Matrices with Application to Image-Set Classification
Li-li Chu
Rui Wang
Xiaojun Wu
257
2
0
22 Jan 2022
Temporal Aggregation for Adaptive RGBT Tracking
Zhangyong Tang
Tianyang Xu
Xiaojun Wu
280
13
0
22 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
216
0
0
29 Dec 2021
Physics Driven Deep Retinex Fusion for Adaptive Infrared and Visible Image Fusion
Optical Engineering: The Journal of SPIE (Opt. Eng.), 2021
Yuanjie Gu
Zhibo Xiao
Yinghan Guan
Haoran Dai
Cheng Liu
Liang Xue
Shouyu Wang
SupR
277
1
0
06 Dec 2021
1
2
Next
Page 1 of 2
